Text-to-Image
MLX
MiniMax H3
Safetensors
English
apple-silicon
macos
image-to-image
image-editing
image-generation
Instructions to use devin-lai/MiniMax-H3-Image-mlx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use devin-lai/MiniMax-H3-Image-mlx with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download devin-lai/MiniMax-H3-Image-mlx --local-dir MiniMax-H3-Image-mlx
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download reports/optimization-v2/coreml.json from devin-lai/MiniMax-H3-Image-mlx: direct link, hf CLI and curl.
- Browser
- Download file 23.6 kB
-
https://huggingface.co/devin-lai/MiniMax-H3-Image-mlx/resolve/main/reports/optimization-v2/coreml.json
- Command line
-
hf download hf://devin-lai/MiniMax-H3-Image-mlx/reports/optimization-v2/coreml.json
-
curl -L -o coreml.json https://huggingface.co/devin-lai/MiniMax-H3-Image-mlx/resolve/main/reports/optimization-v2/coreml.json
23.6 kB
| { | |
| "platform": "macOS-27.0.1-arm64-arm-64bit", | |
| "coremltools": "9.0", | |
| "repeats": 5, | |
| "scope": "Real checkpoint projection weights; synthetic inputs. Synchronous predict includes NumPy I/O. Component tests, not full image latency.", | |
| "trials": [ | |
| { | |
| "case": "dit-fc2", | |
| "precision": "fp16", | |
| "compute_units": "CPU_ONLY", | |
| "shape": [ | |
| 4181, | |
| 14336 | |
| ], | |
| "weight_shape": [ | |
| 5376, | |
| 14336 | |
| ], | |
| "package_bytes": 154153164, | |
| "load_compile_s": 0.1675274579320103, | |
| "placement": [ | |
| { | |
| "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": 1.0 | |
| } | |
| ], | |
| "first_predict_ms": 239.70012506470084, | |
| "samples_ms": [ | |
| 194.02279192581773, | |
| 193.32108297385275, | |
| 193.83937492966652, | |
| 192.32758390717208, | |
| 193.28666618093848 | |
| ], | |
| "median_ms": 193.32108297385275, | |
| "relative_rmse": 0.008997025899589062, | |
| "max_abs": 1.7035293579101562 | |
| }, | |
| { | |
| "case": "dit-fc2", | |
| "precision": "fp16", | |
| "compute_units": "CPU_AND_GPU", | |
| "shape": [ | |
| 4181, | |
| 14336 | |
| ], | |
| "weight_shape": [ | |
| 5376, | |
| 14336 | |
| ], | |
| "package_bytes": 154153164, | |
| "load_compile_s": 0.13135279202833772, | |
| "placement": [ | |
| { | |
| "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": 1.0 | |
| } | |
| ], | |
| "first_predict_ms": 274.62662500329316, | |
| "samples_ms": [ | |
| 55.83895789459348, | |
| 50.863665994256735, | |
| 54.42062485963106, | |
| 52.25870804861188, | |
| 54.61216694675386 | |
| ], | |
| "median_ms": 54.42062485963106, | |
| "relative_rmse": 0.00020757669699378312, | |
| "max_abs": 0.0461883544921875 | |
| }, | |
| { | |
| "case": "dit-fc2", | |
| "precision": "fp16", | |
| "compute_units": "CPU_AND_NE", | |
| "shape": [ | |
| 4181, | |
| 14336 | |
| ], | |
| "weight_shape": [ | |
| 5376, | |
| 14336 | |
| ], | |
| "package_bytes": 154153164, | |
| "load_compile_s": 2.5629583750851452, | |
| "placement": [ | |
| { | |
| "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": 1.0 | |
| } | |
| ], | |
| "first_predict_ms": 285.8013748191297, | |
| "samples_ms": [ | |
| 272.20479189418256, | |
| 272.3927500192076, | |
| 272.29520911350846, | |
| 272.19158411026, | |
| 272.3133750259876 | |
| ], | |
| "median_ms": 272.29520911350846, | |
| "relative_rmse": 0.00020931176550220698, | |
| "max_abs": 0.0461883544921875 | |
| }, | |
| { | |
| "case": "dit-fc2", | |
| "precision": "fp16", | |
| "compute_units": "ALL", | |
| "shape": [ | |
| 4181, | |
| 14336 | |
| ], | |
| "weight_shape": [ | |
| 5376, | |
| 14336 | |
| ], | |
| "package_bytes": 154153164, | |
| "load_compile_s": 0.13452245900407434, | |
| "placement": [ | |
| { | |
| "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": 1.0 | |
| } | |
| ], | |
| "first_predict_ms": 75.36920811980963, | |
| "samples_ms": [ | |
| 54.255584022030234, | |
| 53.10550006106496, | |
| 53.56983304955065, | |
| 57.02450009994209, | |
| 53.382958052679896 | |
| ], | |
| "median_ms": 53.56983304955065, | |
| "relative_rmse": 0.00020757669699378312, | |
| "max_abs": 0.0461883544921875 | |
| }, | |
| { | |
| "case": "dit-fc2", | |
| "precision": "fp32", | |
| "compute_units": "CPU_ONLY", | |
| "shape": [ | |
| 4181, | |
| 14336 | |
| ], | |
| "weight_shape": [ | |
| 5376, | |
| 14336 | |
| ], | |
| "package_bytes": 308304589, | |
| "load_compile_s": 0.6216194580774754, | |
| "placement": [ | |
| { | |
| "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": 1.0 | |
| } | |
| ], | |
| "first_predict_ms": 391.0232500638813, | |
| "samples_ms": [ | |
| 366.8390829116106, | |
| 368.16129088401794, | |
| 370.6123339943588, | |
| 371.06195790693164, | |
| 371.9222079962492 | |
| ], | |
| "median_ms": 370.6123339943588, | |
| "relative_rmse": 1.42448004680773e-06, | |
| "max_abs": 0.00049591064453125 | |
| }, | |
| { | |
| "case": "dit-fc2", | |
| "precision": "fp32", | |
| "compute_units": "CPU_AND_GPU", | |
| "shape": [ | |
| 4181, | |
| 14336 | |
| ], | |
| "weight_shape": [ | |
| 5376, | |
| 14336 | |
| ], | |
| "package_bytes": 308304589, | |
| "load_compile_s": 0.25257754093036056, | |
| "placement": [ | |
| { | |
| "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": 1.0 | |
| } | |
| ], | |
| "first_predict_ms": 259.089709026739, | |
| "samples_ms": [ | |
| 125.88245910592377, | |
| 126.40920793637633, | |
| 125.82262489013374, | |
| 126.03725004009902, | |
| 126.47708388976753 | |
| ], | |
| "median_ms": 126.03725004009902, | |
| "relative_rmse": 1.3215966419011238e-06, | |
| "max_abs": 0.00048065185546875 | |
| }, | |
| { | |
| "case": "dit-fc2", | |
| "precision": "fp32", | |
| "compute_units": "CPU_AND_NE", | |
| "shape": [ | |
| 4181, | |
| 14336 | |
| ], | |
| "weight_shape": [ | |
| 5376, | |
| 14336 | |
| ], | |
| "package_bytes": 308304589, | |
| "load_compile_s": 0.8115240000188351, | |
| "placement": [ | |
| { | |
| "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": 1.0 | |
| } | |
| ], | |
| "first_predict_ms": 393.7107918318361, | |
| "samples_ms": [ | |
| 366.1310840398073, | |
| 370.0570832006633, | |
| 368.28945809975266, | |
| 367.6325420383364, | |
| 367.7522500511259 | |
| ], | |
| "median_ms": 367.7522500511259, | |
| "relative_rmse": 1.42448004680773e-06, | |
| "max_abs": 0.00049591064453125 | |
| }, | |
| { | |
| "case": "dit-fc2", | |
| "precision": "fp32", | |
| "compute_units": "ALL", | |
| "shape": [ | |
| 4181, | |
| 14336 | |
| ], | |
| "weight_shape": [ | |
| 5376, | |
| 14336 | |
| ], | |
| "package_bytes": 308304589, | |
| "load_compile_s": 0.23633408383466303, | |
| "placement": [ | |
| { | |
| "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": 1.0 | |
| } | |
| ], | |
| "first_predict_ms": 155.00358305871487, | |
| "samples_ms": [ | |
| 126.47862522862852, | |
| 126.53029197826982, | |
| 126.49054219946265, | |
| 126.28233293071389, | |
| 125.85870805196464 | |
| ], | |
| "median_ms": 126.47862522862852, | |
| "relative_rmse": 1.3215966419011238e-06, | |
| "max_abs": 0.00048065185546875 | |
| }, | |
| { | |
| "case": "dit-fc2-conv256", | |
| "precision": "fp16", | |
| "compute_units": "CPU_ONLY", | |
| "shape": [ | |
| 1, | |
| 14336, | |
| 1, | |
| 256 | |
| ], | |
| "weight_shape": [ | |
| 5376, | |
| 14336 | |
| ], | |
| "package_bytes": 154142986, | |
| "load_compile_s": 0.25310612516477704, | |
| "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": "ios18.conv", | |
| "preferred": "MLCPUComputeDevice", | |
| "supported": [ | |
| "MLCPUComputeDevice" | |
| ], | |
| "estimated_cost": 1.0 | |
| } | |
| ], | |
| "first_predict_ms": 24.463333189487457, | |
| "samples_ms": [ | |
| 13.804416870698333, | |
| 13.714332832023501, | |
| 15.785250114277005, | |
| 14.088458148762584, | |
| 14.467166969552636 | |
| ], | |
| "median_ms": 14.088458148762584, | |
| "relative_rmse": 0.017367275431752205, | |
| "max_abs": 4.4668121337890625 | |
| }, | |
| { | |
| "case": "dit-fc2-conv256", | |
| "precision": "fp16", | |
| "compute_units": "CPU_AND_GPU", | |
| "shape": [ | |
| 1, | |
| 14336, | |
| 1, | |
| 256 | |
| ], | |
| "weight_shape": [ | |
| 5376, | |
| 14336 | |
| ], | |
| "package_bytes": 154142986, | |
| "load_compile_s": 0.15895758289843798, | |
| "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": "ios18.conv", | |
| "preferred": "MLGPUComputeDevice", | |
| "supported": [ | |
| "MLCPUComputeDevice", | |
| "MLGPUComputeDevice" | |
| ], | |
| "estimated_cost": 1.0 | |
| } | |
| ], | |
| "first_predict_ms": 229.41312519833446, | |
| "samples_ms": [ | |
| 4.823666997253895, | |
| 4.999083932489157, | |
| 4.665416898205876, | |
| 3.7090000696480274, | |
| 3.94016713835299 | |
| ], | |
| "median_ms": 4.665416898205876, | |
| "relative_rmse": 0.0002074961521429941, | |
| "max_abs": 0.0461883544921875 | |
| }, | |
| { | |
| "case": "dit-fc2-conv256", | |
| "precision": "fp16", | |
| "compute_units": "CPU_AND_NE", | |
| "shape": [ | |
| 1, | |
| 14336, | |
| 1, | |
| 256 | |
| ], | |
| "weight_shape": [ | |
| 5376, | |
| 14336 | |
| ], | |
| "package_bytes": 154142986, | |
| "load_compile_s": 2.3588687090668827, | |
| "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": "ios18.conv", | |
| "preferred": "MLNeuralEngineComputeDevice", | |
| "supported": [ | |
| "MLCPUComputeDevice", | |
| "MLNeuralEngineComputeDevice" | |
| ], | |
| "estimated_cost": 1.0 | |
| } | |
| ], | |
| "first_predict_ms": 18.719791900366545, | |
| "samples_ms": [ | |
| 17.255791928619146, | |
| 17.22654211334884, | |
| 17.179290996864438, | |
| 17.18783308751881, | |
| 17.248707823455334 | |
| ], | |
| "median_ms": 17.22654211334884, | |
| "relative_rmse": 0.0002092272334266454, | |
| "max_abs": 0.0461883544921875 | |
| }, | |
| { | |
| "case": "dit-fc2-conv256", | |
| "precision": "fp16", | |
| "compute_units": "ALL", | |
| "shape": [ | |
| 1, | |
| 14336, | |
| 1, | |
| 256 | |
| ], | |
| "weight_shape": [ | |
| 5376, | |
| 14336 | |
| ], | |
| "package_bytes": 154142986, | |
| "load_compile_s": 0.15283204219304025, | |
| "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": "ios18.conv", | |
| "preferred": "MLGPUComputeDevice", | |
| "supported": [ | |
| "MLCPUComputeDevice", | |
| "MLGPUComputeDevice", | |
| "MLNeuralEngineComputeDevice" | |
| ], | |
| "estimated_cost": 1.0 | |
| } | |
| ], | |
| "first_predict_ms": 13.4526661131531, | |
| "samples_ms": [ | |
| 4.598583094775677, | |
| 4.914749879390001, | |
| 4.920917097479105, | |
| 3.971958067268133, | |
| 4.048625007271767 | |
| ], | |
| "median_ms": 4.598583094775677, | |
| "relative_rmse": 0.0002074961521429941, | |
| "max_abs": 0.0461883544921875 | |
| }, | |
| { | |
| "case": "dit-fc2-conv256", | |
| "precision": "fp32", | |
| "compute_units": "CPU_ONLY", | |
| "shape": [ | |
| 1, | |
| 14336, | |
| 1, | |
| 256 | |
| ], | |
| "weight_shape": [ | |
| 5376, | |
| 14336 | |
| ], | |
| "package_bytes": 308283658, | |
| "load_compile_s": 0.6159360830206424, | |
| "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": "ios18.conv", | |
| "preferred": "MLCPUComputeDevice", | |
| "supported": [ | |
| "MLCPUComputeDevice" | |
| ], | |
| "estimated_cost": 1.0 | |
| } | |
| ], | |
| "first_predict_ms": 83.27387506142259, | |
| "samples_ms": [ | |
| 65.84020797163248, | |
| 65.9275830257684, | |
| 66.90237508155406, | |
| 67.3022500704974, | |
| 67.99295800738037 | |
| ], | |
| "median_ms": 66.90237508155406, | |
| "relative_rmse": 0.0, | |
| "max_abs": 0.0 | |
| }, | |
| { | |
| "case": "dit-fc2-conv256", | |
| "precision": "fp32", | |
| "compute_units": "CPU_AND_GPU", | |
| "shape": [ | |
| 1, | |
| 14336, | |
| 1, | |
| 256 | |
| ], | |
| "weight_shape": [ | |
| 5376, | |
| 14336 | |
| ], | |
| "package_bytes": 308283658, | |
| "load_compile_s": 0.27439770800992846, | |
| "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": "ios18.conv", | |
| "preferred": "MLGPUComputeDevice", | |
| "supported": [ | |
| "MLCPUComputeDevice", | |
| "MLGPUComputeDevice" | |
| ], | |
| "estimated_cost": 1.0 | |
| } | |
| ], | |
| "first_predict_ms": 100.21312511526048, | |
| "samples_ms": [ | |
| 12.018541805446148, | |
| 11.276375036686659, | |
| 11.430124985054135, | |
| 11.256833095103502, | |
| 10.951624950394034 | |
| ], | |
| "median_ms": 11.276375036686659, | |
| "relative_rmse": 0.0, | |
| "max_abs": 0.0 | |
| }, | |
| { | |
| "case": "dit-fc2-conv256", | |
| "precision": "fp32", | |
| "compute_units": "CPU_AND_NE", | |
| "shape": [ | |
| 1, | |
| 14336, | |
| 1, | |
| 256 | |
| ], | |
| "weight_shape": [ | |
| 5376, | |
| 14336 | |
| ], | |
| "package_bytes": 308283658, | |
| "load_compile_s": 0.6161469579674304, | |
| "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": "ios18.conv", | |
| "preferred": "MLCPUComputeDevice", | |
| "supported": [ | |
| "MLCPUComputeDevice" | |
| ], | |
| "estimated_cost": 1.0 | |
| } | |
| ], | |
| "first_predict_ms": 82.68562494777143, | |
| "samples_ms": [ | |
| 67.91662494651973, | |
| 69.08479100093246, | |
| 66.73616706393659, | |
| 66.93325005471706, | |
| 67.00825016014278 | |
| ], | |
| "median_ms": 67.00825016014278, | |
| "relative_rmse": 0.0, | |
| "max_abs": 0.0 | |
| }, | |
| { | |
| "case": "dit-fc2-conv256", | |
| "precision": "fp32", | |
| "compute_units": "ALL", | |
| "shape": [ | |
| 1, | |
| 14336, | |
| 1, | |
| 256 | |
| ], | |
| "weight_shape": [ | |
| 5376, | |
| 14336 | |
| ], | |
| "package_bytes": 308283658, | |
| "load_compile_s": 0.27939695795066655, | |
| "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": "ios18.conv", | |
| "preferred": "MLGPUComputeDevice", | |
| "supported": [ | |
| "MLCPUComputeDevice", | |
| "MLGPUComputeDevice" | |
| ], | |
| "estimated_cost": 1.0 | |
| } | |
| ], | |
| "first_predict_ms": 22.786707850173116, | |
| "samples_ms": [ | |
| 11.762959184125066, | |
| 11.550666997209191, | |
| 10.938999941572547, | |
| 11.943457880988717, | |
| 11.289791204035282 | |
| ], | |
| "median_ms": 11.550666997209191, | |
| "relative_rmse": 0.0, | |
| "max_abs": 0.0 | |
| } | |
| ] | |
| } | |