IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
0c93188
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.5.1+cpu", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "text-generation", | |
"library": "transformers", | |
"model_type": "gpt2", | |
"model": "openai-community/gpt2", | |
"processor": "openai-community/gpt2", | |
"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": 2, | |
"sequence_length": 16, | |
"num_choices": 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": 16766.779392, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-6.8.0-1017-azure-x86_64-with-glibc2.39", | |
"processor": "x86_64", | |
"python_version": "3.10.15", | |
"optimum_benchmark_version": "0.5.0.dev0", | |
"optimum_benchmark_commit": "4a05fc1f3a5421f19d020d997dbccbd6448c5dee", | |
"transformers_version": "4.47.0", | |
"transformers_commit": null, | |
"accelerate_version": "1.2.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.31.0", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.12", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"load_model": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1126.715392, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
1.7138858110000115 | |
], | |
"count": 1, | |
"total": 1.7138858110000115, | |
"mean": 1.7138858110000115, | |
"p50": 1.7138858110000115, | |
"p90": 1.7138858110000115, | |
"p95": 1.7138858110000115, | |
"p99": 1.7138858110000115, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 0.00019157595103888857, | |
"ram": 8.012532621784283e-06, | |
"gpu": 0, | |
"total": 0.00019958848366067285 | |
}, | |
"efficiency": null | |
}, | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1013.297152, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.104281866000008, | |
0.10487269699999047, | |
0.10490686099998925, | |
0.10538877900000898, | |
0.10406506100000001, | |
0.10212442299999225, | |
0.09980218300000843 | |
], | |
"count": 7, | |
"total": 0.7254418699999974, | |
"mean": 0.10363455285714249, | |
"p50": 0.104281866000008, | |
"p90": 0.10509962819999714, | |
"p95": 0.10524420360000306, | |
"p99": 0.10535986392000779, | |
"stdev": 0.0018439468834331035, | |
"stdev_": 1.7792780810999744 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 19.298582807193153 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 4.133436296111074e-06, | |
"ram": 1.7283165547536226e-07, | |
"gpu": 0.0, | |
"total": 4.306267951586436e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 464439.28303699655 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1013.297152, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.041980412999976124, | |
0.04185708399998589, | |
0.041968992000022354, | |
0.0422357090000105, | |
0.043004201999991665, | |
0.0428736289999847, | |
0.04143774099998154 | |
], | |
"count": 7, | |
"total": 0.2953577699999528, | |
"mean": 0.0421939671428504, | |
"p50": 0.041980412999976124, | |
"p90": 0.04292585819998749, | |
"p95": 0.04296503009998957, | |
"p99": 0.042996367619991246, | |
"stdev": 0.0005212280230849062, | |
"stdev_": 1.2353140943591654 | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 47.40014119148529 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.318784949027789e-06, | |
"ram": 5.515564374390001e-08, | |
"gpu": 0.0, | |
"total": 1.3739405927716906e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1455667.0139320518 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.04157869399998049, | |
0.04157869399998049, | |
0.10529549500000712, | |
0.04145267900000249, | |
0.04157869399998049, | |
0.10529549500000712, | |
0.04145267900000249, | |
0.10533240499998442, | |
0.04157776200000285, | |
0.04157869399998049, | |
0.10529549500000712, | |
0.04145267900000249, | |
0.10533240499998442, | |
0.04157776200000285, | |
0.10580203000000665, | |
0.04179874400000472, | |
0.04157869399998049, | |
0.10529549500000712, | |
0.04145267900000249, | |
0.10533240499998442, | |
0.04157776200000285, | |
0.10580203000000665, | |
0.04179874400000472, | |
0.10452300500000433, | |
0.04252590100000475, | |
0.04157869399998049, | |
0.10529549500000712, | |
0.04145267900000249, | |
0.10533240499998442, | |
0.04157776200000285, | |
0.10580203000000665, | |
0.04179874400000472, | |
0.10452300500000433, | |
0.04252590100000475, | |
0.10262688899999262, | |
0.04250829800000133, | |
0.04157869399998049, | |
0.10529549500000712, | |
0.04145267900000249, | |
0.10533240499998442, | |
0.04157776200000285, | |
0.10580203000000665, | |
0.04179874400000472, | |
0.10452300500000433, | |
0.04252590100000475, | |
0.10262688899999262, | |
0.04250829800000133, | |
0.1001884030000042, | |
0.041088399999978265 | |
], | |
"count": 49, | |
"total": 3.3691877279999005, | |
"mean": 0.06875893322448777, | |
"p50": 0.04250829800000133, | |
"p90": 0.10533240499998442, | |
"p95": 0.10580203000000665, | |
"p99": 0.10580203000000665, | |
"stdev": 0.03122024324078239, | |
"stdev_": 45.40536302221691 | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |