IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
09c5b65
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.1+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": null, | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7763 64-Core Processor", | |
"cpu_count": 4, | |
"cpu_ram_mb": 16766.7712, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.15", | |
"optimum_benchmark_version": "0.4.0", | |
"optimum_benchmark_commit": "c321302e3b007186f91357f56a141e530fe6b122", | |
"transformers_version": "4.44.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.34.2", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.3", | |
"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": 965.44768, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.378716111000017, | |
"mean": 4.378716111000017, | |
"stdev": 0.0, | |
"p50": 4.378716111000017, | |
"p90": 4.378716111000017, | |
"p95": 4.378716111000017, | |
"p99": 4.378716111000017, | |
"values": [ | |
4.378716111000017 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 5.088652508333383e-05, | |
"ram": 2.128036577062309e-06, | |
"gpu": 0, | |
"total": 5.3014561660396134e-05 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 879.202304, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 23, | |
"total": 1.0142552039998805, | |
"mean": 0.04409805234782089, | |
"stdev": 0.0008321426380451185, | |
"p50": 0.04407930999997234, | |
"p90": 0.04500278440000329, | |
"p95": 0.04525919769998836, | |
"p99": 0.04605588829999988, | |
"values": [ | |
0.04407930999997234, | |
0.04471420800001624, | |
0.04313409399998136, | |
0.04505552500000931, | |
0.04356333599997697, | |
0.044183144999976776, | |
0.04431972999998379, | |
0.04437918099995386, | |
0.04253163699996776, | |
0.04627421300000378, | |
0.045281827999986035, | |
0.04375814999997374, | |
0.04479182199997922, | |
0.04440939800002752, | |
0.04301638300000832, | |
0.043768509000017275, | |
0.043862425000043004, | |
0.043254778999994414, | |
0.042929479999997966, | |
0.0439289189999954, | |
0.04455994799997143, | |
0.044621705000054135, | |
0.0438374789999898 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 22.67673846709956 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.4721602993826771e-06, | |
"ram": 6.155784037256816e-08, | |
"gpu": 0.0, | |
"total": 1.5337181397552454e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 652010.2840796957 | |
} | |
} | |
} | |
} |