{ "coremltools": "9.0", "torch": "2.15.0", "package": "cache/coreml-v2/vae-batch8.mlpackage", "batch": 8, "scope": "Complete 24-layer tile decoder. FP16 internals, source weights rounded to BF16 before conversion. NumPy I/O included; tile assembly and normalization excluded.", "trials": [ { "compute_units": "CPU_ONLY", "load_compile_s": 1.1763121250551194, "placement": [ { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.972042861756145e-06 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.983436387932781e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.354573610270546e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.413376897522596e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068073581038365 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.00025733085242736936 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715542693670372 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.355862402624153e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3402838706766246e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 1.3403039297015835e-06 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.644701585153244e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433302402172921e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 3.216645183378973e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 2.144424104545161e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.28884419728533e-05 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.305597494930977e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.433266295927996e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001715537678914132 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577704441790627e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.577700429985636e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068064662861861 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 4.293037536452982e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.851203481923841e-07 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.581876718982072e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068095876479628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146614240283895 }, { "operator": "ios18.silu", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0003431075357828264 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0005146613036742396 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0305088967719466 }, { "operator": "ios18.mul", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.579742438726449e-05 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0001286653259185599 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.layer_norm", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 8.57768839457066e-05 }, { "operator": "ios18.linear", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0019068063548089795 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.37167205093805e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.310039693800683e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.310039693800683e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.310039693800683e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.310039693800683e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.310039693800683e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.310039693800683e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.310039693800683e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.310039693800683e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.310039693800683e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.310039693800683e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.310039693800683e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.310039693800683e-05 }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 6.310039693800683e-05 } ], "first_predict_ms": 687.7039589453489, "samples_ms": [ 674.1060831118375, 655.4020829498768, 653.5310000181198 ], "median_ms": 655.4020829498768, "finite": true }, { "compute_units": "CPU_AND_GPU", "load_compile_s": 1.342393415980041, "placement": [ { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025383560166302956 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195716362520886 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455128 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175874290793517 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00013141845030822857 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00026081477803649363 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409580788145016 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 9.704772238361436e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 6.469830003196555e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012939647902585728 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012990193402205203 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019409471853878591 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0005175859161034291 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002587934422040098 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879332116593597 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195710190857708 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00012952299407249822 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 4.987354767006983e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025891932180076326 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195731791678835 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527581114245087 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0010351718322068582 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0015527577483102873 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.021113131676624947 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0002588549295455009 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757183 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.layer_norm", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00025879295805171455 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0013195709419399808 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00019223639073219422 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0001903769130639013 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0001903769130639013 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0001903769130639013 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0001903769130639013 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0001903769130639013 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0001903769130639013 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0001903769130639013 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0001903769130639013 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0001903769130639013 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0001903769130639013 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0001903769130639013 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0001903769130639013 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0001903769130639013 } ], "first_predict_ms": 1290.5083750374615, "samples_ms": [ 86.67629095725715, 85.01570811495185, 85.27170890010893 ], "median_ms": 85.27170890010893, "finite": true }, { "compute_units": "CPU_AND_NE", "load_compile_s": 497.1104195830412, "placement": [ { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 7.264478346827113e-06 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003099262976531901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0024883372452620717 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLCPUComputeDevice", "supported": [ "MLCPUComputeDevice" ], "estimated_cost": 0.0012441676527974843 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290549145826348 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0009479380198483473 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319600345870649 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001604583182205415 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940411491855 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00023698565028935494 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00011849260346843201 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.169235211128338e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470377250735e-05 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 8.338470551435314e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006319581872850196 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00031597968477916423 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159795369950006 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290542462107667 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00015814401821827702 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.624975061531747e-06 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941059027095 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0014290565855123055 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0018958750052075494 }, { "operator": "ios18.silu", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0012639163745700392 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0006670776441148251 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.022864862926583254 }, { "operator": "ios18.mul", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676940874838083 }, { "operator": "ios18.add", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00016676941102870628 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.layer_norm", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0003159790936425098 }, { "operator": "ios18.linear", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001429054162664283 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002347153530218078 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002324449818621789 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002324449818621789 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002324449818621789 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002324449818621789 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002324449818621789 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002324449818621789 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002324449818621789 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002324449818621789 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002324449818621789 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002324449818621789 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002324449818621789 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002324449818621789 }, { "operator": "ios18.reshape", "preferred": "MLNeuralEngineComputeDevice", "supported": [ "MLCPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002324449818621789 } ], "first_predict_ms": 471.7118330299854, "samples_ms": [ 459.66991619206965, 459.9277079105377, 458.3824169822037 ], "median_ms": 459.66991619206965, "finite": true, "load_timing_note": "The recorded MLModel load wall time includes a deliberately paused client while ANECompilerService continued. It is not an isolated compilation-latency measurement. Steady prediction samples were taken after resuming, with the MLX image suite finished." }, { "compute_units": "ALL", "load_compile_s": 1.780921750003472, "placement": [ { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025383560166302983 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195716362520901 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0007763794793455137 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175874290793523 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001314184503082287 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002608147780364939 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409580788145038 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 9.704772238361448e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 6.469830003196562e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00012939647902585744 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001299019340220522 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019409471853878613 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.concat", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.scaled_dot_product_attention", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0005175859161034298 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587934422040101 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587933211659363 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195710190857723 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios16.reduce_mean", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0001295229940724984 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.rsqrt", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 4.987354767006989e-05 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025891932180076353 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001319573179167885 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "split", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0015527581114245105 }, { "operator": "ios18.silu", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0010351718322068595 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.001552757748310289 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.02111313167662497 }, { "operator": "ios18.mul", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00025885492954550116 }, { "operator": "ios18.add", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00038818943707757226 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.layer_norm", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0002587929580517149 }, { "operator": "ios18.linear", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.0013195709419399823 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.slice_by_index", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019223639073219444 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019037691306390153 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019037691306390153 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019037691306390153 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019037691306390153 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019037691306390153 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019037691306390153 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019037691306390153 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019037691306390153 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019037691306390153 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019037691306390153 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019037691306390153 }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "const", "preferred": null, "supported": [], "estimated_cost": null }, { "operator": "ios18.transpose", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019037691306390153 }, { "operator": "ios18.reshape", "preferred": "MLGPUComputeDevice", "supported": [ "MLCPUComputeDevice", "MLGPUComputeDevice", "MLNeuralEngineComputeDevice" ], "estimated_cost": 0.00019037691306390153 } ], "first_predict_ms": 213.58345891349018, "samples_ms": [ 85.33862512558699, 85.19949996843934, 84.95412510819733 ], "median_ms": 85.19949996843934, "finite": true } ] }