![IlyasMoutawwakil's picture](https://cdn-avatars.huggingface.co/v1/production/uploads/1642598610696-noauth.jpeg)
IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
5d5eed3
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": 16757.342208, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.15", | |
"optimum_benchmark_version": "0.5.0.dev0", | |
"optimum_benchmark_commit": "494df68bab4c5aa3df2cebc922b7b34380652b84", | |
"transformers_version": "4.46.3", | |
"transformers_commit": null, | |
"accelerate_version": "1.1.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.31.0", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.11", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"load_model": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1129.63584, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
1.7357475809999983 | |
], | |
"count": 1, | |
"total": 1.7357475809999983, | |
"mean": 1.7357475809999983, | |
"p50": 1.7357475809999983, | |
"p90": 1.7357475809999983, | |
"p95": 1.7357475809999983, | |
"p99": 1.7357475809999983, | |
"stdev": 0, | |
"stdev_": 0 | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 0.00020260602767222292, | |
"ram": 8.46901437221188e-06, | |
"gpu": 0, | |
"total": 0.0002110750420444348 | |
}, | |
"efficiency": null | |
}, | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1020.133376, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.1111398559999941, | |
0.11261263299999769, | |
0.112887905000008, | |
0.11332358300001033, | |
0.1126790860000142, | |
0.12588128400000187, | |
0.10656034900000577 | |
], | |
"count": 7, | |
"total": 0.795084696000032, | |
"mean": 0.11358352800000457, | |
"p50": 0.1126790860000142, | |
"p90": 0.11834666340000695, | |
"p95": 0.1221139737000044, | |
"p99": 0.12512782194000238, | |
"stdev": 0.005462122741973125, | |
"stdev_": 4.808903930130525 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 17.608186989929735 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 4.180251125555496e-06, | |
"ram": 1.7470328036610544e-07, | |
"gpu": 0.0, | |
"total": 4.354954405921602e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 459247.0583114537 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1021.968384, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.044832043000013755, | |
0.04444557499999746, | |
0.04482772500000465, | |
0.04479896199998734, | |
0.04736703300000045, | |
0.04315216199998417, | |
0.04350961599999437 | |
], | |
"count": 7, | |
"total": 0.3129331159999822, | |
"mean": 0.044704730857140315, | |
"p50": 0.04479896199998734, | |
"p90": 0.045846039000008436, | |
"p95": 0.04660653600000444, | |
"p99": 0.047214933600001244, | |
"stdev": 0.0012555021468568675, | |
"stdev_": 2.8084324025324863 | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 44.73799442817933 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.6449792022221582e-06, | |
"ram": 6.873984318359995e-08, | |
"gpu": 0.0, | |
"total": 1.713719045405759e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1167052.4438423673 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.043898459000018875, | |
0.043573796000003995, | |
0.04393916399999398, | |
0.04389039399998751, | |
0.04602116300000603, | |
0.04224194099998613, | |
0.04260924299998692 | |
], | |
"count": 7, | |
"total": 0.30617415999998343, | |
"mean": 0.043739165714283344, | |
"p50": 0.04389039399998751, | |
"p90": 0.0447719635999988, | |
"p95": 0.04539656330000241, | |
"p99": 0.0458962430600053, | |
"stdev": 0.0011238651164235823, | |
"stdev_": 2.569470857686195 | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |