IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
36a2bb9
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.0+cpu", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "fill-mask", | |
"library": "transformers", | |
"model_type": "bert", | |
"model": "google-bert/bert-base-uncased", | |
"processor": "google-bert/bert-base-uncased", | |
"device": "cpu", | |
"device_ids": null, | |
"seed": 42, | |
"inter_op_num_threads": null, | |
"intra_op_num_threads": null, | |
"model_kwargs": {}, | |
"processor_kwargs": {}, | |
"no_weights": true, | |
"device_map": null, | |
"torch_dtype": null, | |
"eval_mode": true, | |
"to_bettertransformer": false, | |
"low_cpu_mem_usage": null, | |
"attn_implementation": null, | |
"cache_implementation": null, | |
"autocast_enabled": false, | |
"autocast_dtype": null, | |
"torch_compile": false, | |
"torch_compile_target": "forward", | |
"torch_compile_config": {}, | |
"quantization_scheme": null, | |
"quantization_config": {}, | |
"deepspeed_inference": false, | |
"deepspeed_inference_config": {}, | |
"peft_type": null, | |
"peft_config": {} | |
}, | |
"scenario": { | |
"name": "inference", | |
"_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario", | |
"iterations": 1, | |
"duration": 1, | |
"warmup_runs": 1, | |
"input_shapes": { | |
"batch_size": 1, | |
"num_choices": 2, | |
"sequence_length": 2 | |
}, | |
"new_tokens": null, | |
"memory": true, | |
"latency": true, | |
"energy": true, | |
"forward_kwargs": {}, | |
"generate_kwargs": { | |
"max_new_tokens": 2, | |
"min_new_tokens": 2 | |
}, | |
"call_kwargs": { | |
"num_inference_steps": 2 | |
} | |
}, | |
"launcher": { | |
"name": "process", | |
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher", | |
"device_isolation": false, | |
"device_isolation_action": "error", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7763 64-Core Processor", | |
"cpu_count": 4, | |
"cpu_ram_mb": 16757.338112, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.4.0", | |
"optimum_benchmark_commit": "a5a350c56b08f0a4cf90d3c7d06fa41c798bfc83", | |
"transformers_version": "4.44.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.9", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 970.46528, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.394361226000001, | |
"mean": 4.394361226000001, | |
"stdev": 0.0, | |
"p50": 4.394361226000001, | |
"p90": 4.394361226000001, | |
"p95": 4.394361226000001, | |
"p99": 4.394361226000001, | |
"values": [ | |
4.394361226000001 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 5.121508276111229e-05, | |
"ram": 2.1405616825023325e-06, | |
"gpu": 0, | |
"total": 5.335564444361462e-05 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 884.088832, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 23, | |
"total": 1.0024655129998337, | |
"mean": 0.04358545708694929, | |
"stdev": 0.0009070399118446305, | |
"p50": 0.04356784599997354, | |
"p90": 0.04485413839996681, | |
"p95": 0.04497050089998424, | |
"p99": 0.04550640024002064, | |
"values": [ | |
0.04364058200002319, | |
0.043088823999994474, | |
0.042819994000012684, | |
0.04301712099999122, | |
0.04391825800001925, | |
0.0436236689999987, | |
0.04391629499997407, | |
0.042793354999957955, | |
0.04187104800001862, | |
0.04497915299998567, | |
0.04311663599997928, | |
0.043481616000008216, | |
0.04375822999998036, | |
0.04218043299999863, | |
0.0456551110000305, | |
0.04336147199995821, | |
0.04467153100000587, | |
0.04356784599997354, | |
0.04268103499998688, | |
0.042907527000011214, | |
0.04470016399994847, | |
0.0448926319999714, | |
0.04382298100000526 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 22.943432668495017 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.4941564296296138e-06, | |
"ram": 6.244337092188175e-08, | |
"gpu": 0.0, | |
"total": 1.5565998005514957e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 642425.8821347047 | |
} | |
} | |
} | |
} |