IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
203f6d5
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.0+cpu", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "text-generation", | |
"model": "openai-community/gpt2", | |
"library": "transformers", | |
"device": "cpu", | |
"device_ids": null, | |
"seed": 42, | |
"inter_op_num_threads": null, | |
"intra_op_num_threads": null, | |
"hub_kwargs": { | |
"revision": "main", | |
"force_download": false, | |
"local_files_only": false, | |
"trust_remote_code": false | |
}, | |
"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, | |
"latency": true, | |
"memory": 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", | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7763 64-Core Processor", | |
"cpu_count": 4, | |
"cpu_ram_mb": 16757.346304, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-6.5.0-1018-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.2.0", | |
"optimum_benchmark_commit": "99006bdc98988288ce9079002c8f7a21bf6aa26d", | |
"transformers_version": "4.40.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.30.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.27.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "0.9.16", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 948.547584, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.6211502870000061, | |
"mean": 0.04436787764285758, | |
"stdev": 0.000391442354453681, | |
"p50": 0.044403164500010917, | |
"p90": 0.04483030130000713, | |
"p95": 0.04499417425000587, | |
"p99": 0.045197034049999446, | |
"values": [ | |
0.044397940000010294, | |
0.04453810100000055, | |
0.04446992300000829, | |
0.044857634000010194, | |
0.04383398199999533, | |
0.04403125899997917, | |
0.044766525, | |
0.04392052299999705, | |
0.04407735399999524, | |
0.04396065800000315, | |
0.04412389099999814, | |
0.04524774899999784, | |
0.044516358999999284, | |
0.04440838900001154 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 45.077657671596185 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.7364398868763507e-06, | |
"ram": 7.256484574970662e-08, | |
"gpu": 0.0, | |
"total": 1.8090047326260573e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1105580.302764981 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 948.547584, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.3848824359999412, | |
"mean": 0.027491602571424373, | |
"stdev": 0.0010379555521635704, | |
"p50": 0.027129065500005822, | |
"p90": 0.02907766609998248, | |
"p95": 0.02930875804998436, | |
"p99": 0.029569841209992093, | |
"values": [ | |
0.027383858999996846, | |
0.028948485999990226, | |
0.02754536999998436, | |
0.027251874000000953, | |
0.026474750000005542, | |
0.02700625700001069, | |
0.026788312000007863, | |
0.02691250299997705, | |
0.026829549000012776, | |
0.028209802999981548, | |
0.026584753000008732, | |
0.029635111999994024, | |
0.02913302899997916, | |
0.026178778999991437 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 36.37474379319855 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.044959204208447e-06, | |
"ram": 4.3673400253702705e-08, | |
"gpu": 0.0, | |
"total": 1.0886326044621504e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 918583.547747093 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 13, | |
"total": 0.9344986109999809, | |
"mean": 0.07188450853846007, | |
"stdev": 0.0013101302501385952, | |
"p50": 0.07158214800000451, | |
"p90": 0.07349100299999237, | |
"p95": 0.07406847779998883, | |
"p99": 0.07476033875998496, | |
"values": [ | |
0.07349192699999207, | |
0.07201431000001435, | |
0.07215583400000014, | |
0.07033835599997929, | |
0.07103427000001261, | |
0.07158214800000451, | |
0.07086787000000072, | |
0.07093770999998128, | |
0.0721527080000044, | |
0.07073125600001617, | |
0.07493330399998399, | |
0.0734873069999935, | |
0.07077161099999785 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 13.911203127513547 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |