IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
de45020
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": "warn", | |
"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": "ea76e356b5c355783ee27d2d429a010ded791f8b", | |
"transformers_version": "4.44.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.34.0", | |
"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": 968.138752, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.492047818000003, | |
"mean": 4.492047818000003, | |
"stdev": 0.0, | |
"p50": 4.492047818000003, | |
"p90": 4.492047818000003, | |
"p95": 4.492047818000003, | |
"p99": 4.492047818000003, | |
"values": [ | |
4.492047818000003 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 5.147852764444312e-05, | |
"ram": 2.151582748910762e-06, | |
"gpu": 0, | |
"total": 5.363011039335388e-05 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 882.044928, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 23, | |
"total": 1.0130471230000353, | |
"mean": 0.04404552708695806, | |
"stdev": 0.0019397615563806901, | |
"p50": 0.0444551679999563, | |
"p90": 0.045764630000007855, | |
"p95": 0.04611271569997939, | |
"p99": 0.04676261982000028, | |
"values": [ | |
0.04478551800002606, | |
0.04357774099997869, | |
0.04326259999999138, | |
0.04427914799998689, | |
0.044415805000028286, | |
0.04462528799996335, | |
0.04332045900002868, | |
0.04277524600001925, | |
0.04280934899998101, | |
0.046935071000007156, | |
0.04572969100001956, | |
0.0457663390000107, | |
0.04471968500001822, | |
0.0444551679999563, | |
0.04615120199997591, | |
0.045757793999996466, | |
0.04527943499999765, | |
0.045411573000023964, | |
0.045333868000000166, | |
0.044021729999997206, | |
0.039900159000012536, | |
0.038950436999982685, | |
0.040783817000033196 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 22.703780977026867 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.532312900641052e-06, | |
"ram": 6.403733274714227e-08, | |
"gpu": 0.0, | |
"total": 1.5963502333881944e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 626428.949665724 | |
} | |
} | |
} | |
} |