{ "hardware": { "device": "arm64", "chip": "Apple M5 Pro", "ram": "24GB", "os_version": "macOS 27.0", "timestamp": "2026-09-19T22:28:18.483796+00:00" }, "models": [ { "model_path": "/Users/hanweng/Documents/FluidAudio/.mobius/cua-s1-prs/mobius/models/computer-use/cua-s1-forms/coreml/build/int4-weights/cua_s1_forms_int4_options32.mlmodelc", "model_name": "cua_s1_forms_int4_options32", "fallback": { "compute_units": "cpu_and_neural_engine", "total_ops": 200, "ane_ops": 149, "gpu_ops": 0, "cpu_ops": 51, "ane_percent": 74.5, "reasons": [ { "reason": "Unsupported tensor data type: int32", "count": 25, "estimated_cpu_runtime_ms": 0.0375, "op_types": { "ios18.cast": 10, "ios18.slice_by_index": 4, "ios18.add": 4, "select": 4, "ios18.gather": 2, "ios18.reshape": 1 }, "ops": [ "var_27", "var_43", "var_43_to_fp16", "context_ids_to_int16", "cast_54", "add_3", "select_0", "select_0_to_int16", "cast_0", "add_0", "select_0_1", "op_59_cast_fp16_cast_uint16_cast_uint16", "flat_ids", "var_333", "var_349", "var_349_to_fp16", "flat_ids_to_int16", "cast_55", "add_4", "select_1", "select_1_to_int16", "cast_1", "add_1", "select_1_1", "op_365_cast_fp16_cast_uint16_cast_uint16" ] }, { "reason": "ANE not available for this op", "count": 19, "estimated_cpu_runtime_ms": 0, "op_types": { "ios18.constexpr_blockwise_shift_scale": 19 }, "ops": [ "model_embedding_weight_to_fp16_quantized", "model_position_weight_to_fp16_quantized", "model_encoder_layers_0_self_attn_in_proj_weight_to_fp16_quantized", "model_encoder_layers_0_self_attn_out_proj_weight_to_fp16_quantized", "model_encoder_layers_0_linear1_weight_to_fp16_quantized", "model_encoder_layers_0_linear2_weight_to_fp16_quantized", "model_encoder_layers_1_self_attn_in_proj_weight_to_fp16_quantized", "model_encoder_layers_1_self_attn_out_proj_weight_to_fp16_quantized", "model_encoder_layers_1_linear1_weight_to_fp16_quantized", "model_encoder_layers_1_linear2_weight_to_fp16_quantized", "op_369_to_fp16_quantized", "op_394_to_fp16_quantized", "model_option_encoder_layers_0_self_attn_in_proj_weight_to_fp16_quantized", "model_option_encoder_layers_0_self_attn_out_proj_weight_to_fp16_quantized", "model_option_encoder_layers_0_linear1_weight_to_fp16_quantized", "model_option_encoder_layers_0_linear2_weight_to_fp16_quantized", "model_head_query_weight_to_fp16_quantized", "model_head_key_weight_to_fp16_quantized", "model_head_value_weight_to_fp16_quantized" ] }, { "reason": "Unable to resolve operation input \"y\".", "count": 7, "estimated_cpu_runtime_ms": 0.007, "op_types": { "ios18.greater_equal": 4, "ios18.not_equal": 3 }, "ops": [ "option_mask_1", "context_mask", "greater_equal_0", "greater_equal_0_1", "flat_mask", "greater_equal_1", "greater_equal_1_1" ] } ] } } ] }