IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
d2285e7
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": 16757.342208, | |
"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": "f58a585c7841c260a82e0bd723177e7f242fbb1f", | |
"transformers_version": "4.44.0", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.0", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.8", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 969.3184, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.483551365999972, | |
"mean": 4.483551365999972, | |
"stdev": 0.0, | |
"p50": 4.483551365999972, | |
"p90": 4.483551365999972, | |
"p95": 4.483551365999972, | |
"p99": 4.483551365999972, | |
"values": [ | |
4.483551365999972 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 5.0823638949998757e-05, | |
"ram": 2.1242132439462457e-06, | |
"gpu": 0, | |
"total": 5.2947852193945e-05 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 882.921472, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 23, | |
"total": 1.0131823130000157, | |
"mean": 0.04405140491304416, | |
"stdev": 0.0011733006825024655, | |
"p50": 0.043888834000028965, | |
"p90": 0.045217783999999026, | |
"p95": 0.045817535799994855, | |
"p99": 0.04610787057999005, | |
"values": [ | |
0.04523478400000158, | |
0.0438216480000051, | |
0.04104687300002752, | |
0.0430676569999946, | |
0.04341934499996114, | |
0.0432586349999724, | |
0.04428932400003305, | |
0.04370005100003027, | |
0.042105225000000246, | |
0.046171496999988904, | |
0.04420788099997708, | |
0.04329007400002638, | |
0.04334791200000154, | |
0.04336526400004459, | |
0.043320468999979767, | |
0.045068592999996326, | |
0.044657803999996304, | |
0.04514978399998881, | |
0.043888834000028965, | |
0.04465712199998961, | |
0.045131840999999895, | |
0.04588228599999411, | |
0.045099409999977524 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 22.70075158724138 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.5354134190171355e-06, | |
"ram": 6.416292060694259e-08, | |
"gpu": 0.0, | |
"total": 1.5995763396240781e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 625165.536166291 | |
} | |
} | |
} | |
} |