IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
592c588
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+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": 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-6.5.0-1023-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.3.1", | |
"optimum_benchmark_commit": "593b48b93d71bee250bc8db76a7279c4b590c2bb", | |
"transformers_version": "4.42.4", | |
"transformers_commit": null, | |
"accelerate_version": "0.32.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.29.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.7", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1116.520448, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.786965309999999, | |
"mean": 4.786965309999999, | |
"stdev": 0.0, | |
"p50": 4.786965309999999, | |
"p90": 4.786965309999999, | |
"p95": 4.786965309999999, | |
"p99": 4.786965309999999, | |
"values": [ | |
4.786965309999999 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.8828993373447e-05, | |
"ram": 2.876880492468672e-06, | |
"gpu": 0, | |
"total": 7.170587386591567e-05 | |
}, | |
"efficiency": null | |
}, | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 969.879552, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.6412512749999735, | |
"mean": 0.04580366249999811, | |
"stdev": 0.002235273592184407, | |
"p50": 0.046888499499999625, | |
"p90": 0.04789130350000335, | |
"p95": 0.04798499729999293, | |
"p99": 0.04808726985998277, | |
"values": [ | |
0.045135852000015575, | |
0.04681051599999364, | |
0.04654692199997612, | |
0.04428011999999626, | |
0.047171520999995664, | |
0.0470295359999966, | |
0.047051658000015095, | |
0.04696648300000561, | |
0.04811283799998023, | |
0.04791615999999976, | |
0.047833305000011705, | |
0.04391087199999788, | |
0.04158371799999827, | |
0.040901773999991065 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 43.664630530366054 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.585328155093723e-06, | |
"ram": 6.625360244115655e-08, | |
"gpu": 0.0, | |
"total": 1.6515817575348795e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1210960.3359782584 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 970.40384, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.39326086500003044, | |
"mean": 0.02809006178571646, | |
"stdev": 0.0018255096504469737, | |
"p50": 0.028999244000004865, | |
"p90": 0.02941002029999993, | |
"p95": 0.029506065149999473, | |
"p99": 0.029508690629989474, | |
"values": [ | |
0.029509346999986974, | |
0.029187634999999545, | |
0.028634500000009666, | |
0.028765985999996246, | |
0.0295042980000062, | |
0.029136229000016556, | |
0.02919003899998529, | |
0.02892060700000343, | |
0.029105282000017496, | |
0.0290778810000063, | |
0.028283005999981015, | |
0.024626143000006095, | |
0.02489924299999302, | |
0.0244206690000226 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 35.59977929662266 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.507205850548213e-07, | |
"ram": 3.973350785343543e-08, | |
"gpu": 0.0, | |
"total": 9.90454092908257e-07 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1009637.9096821273 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.38681820599998673, | |
"mean": 0.02762987185714191, | |
"stdev": 0.0017575742333629444, | |
"p50": 0.028494019999996567, | |
"p90": 0.02891739779998943, | |
"p95": 0.029001300599992418, | |
"p99": 0.029008214520002865, | |
"values": [ | |
0.028996646999985387, | |
0.028732482999998865, | |
0.02817853700000228, | |
0.02826763299998447, | |
0.029009943000005478, | |
0.028647905000013907, | |
0.028677119000008133, | |
0.02842166499999621, | |
0.02857890800001428, | |
0.028566374999996924, | |
0.027782069999972236, | |
0.02430279899999732, | |
0.02456940700000132, | |
0.024086715000009917 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 36.19271219100913 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |