IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
54c7eda
verified
{ | |
"config": { | |
"name": "cpu_inference_transformers_text-generation_openai-community/gpt2", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.0+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-6.5.0-1024-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.3.1", | |
"optimum_benchmark_commit": "6924c8d60aa62ba0684c7b2cc2780f5170083764", | |
"transformers_version": "4.43.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"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": 1110.474752, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.796887352999988, | |
"mean": 4.796887352999988, | |
"stdev": 0.0, | |
"p50": 4.796887352999988, | |
"p90": 4.796887352999988, | |
"p95": 4.796887352999988, | |
"p99": 4.796887352999988, | |
"values": [ | |
4.796887352999988 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.744103696611193e-05, | |
"ram": 2.8188778272033234e-06, | |
"gpu": 0, | |
"total": 7.025991479331526e-05 | |
}, | |
"efficiency": null | |
}, | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 963.969024, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.6565203260000771, | |
"mean": 0.04689430900000551, | |
"stdev": 0.0022938841388178335, | |
"p50": 0.0465084719999993, | |
"p90": 0.048287215799996376, | |
"p95": 0.050385868500006835, | |
"p99": 0.053311695300017156, | |
"values": [ | |
0.04438078400005452, | |
0.04658389700000498, | |
0.04631711100000757, | |
0.044260250000036194, | |
0.04724261500001603, | |
0.046276004999981524, | |
0.0449150789999635, | |
0.04643304699999362, | |
0.04665686399999913, | |
0.04607246599999826, | |
0.046937086000014006, | |
0.04798540799998818, | |
0.054043152000019745, | |
0.048416561999999885 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 42.649098422577566 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.5618422296312121e-06, | |
"ram": 6.527205047873394e-08, | |
"gpu": 0.0, | |
"total": 1.627114280109946e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1229169.963319883 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 964.886528, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.4057255429998463, | |
"mean": 0.02898039592856045, | |
"stdev": 0.0009709516665270387, | |
"p50": 0.028617503999981864, | |
"p90": 0.030340422799980615, | |
"p95": 0.030872025449980356, | |
"p99": 0.03130669708998539, | |
"values": [ | |
0.028537193999966348, | |
0.02978267399998913, | |
0.02797610900000791, | |
0.028201348999971287, | |
0.02844315900000538, | |
0.028960863000008885, | |
0.02835653700003604, | |
0.02869781399999738, | |
0.02894105499996158, | |
0.028111971999976504, | |
0.029458710999961113, | |
0.03141536499998665, | |
0.030579457999976967, | |
0.028263283000001138 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 34.50608481903074 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.35669872495863e-07, | |
"ram": 3.910386659477752e-08, | |
"gpu": 0.0, | |
"total": 9.74773739090641e-07 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1025879.0936785928 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.39930989099985936, | |
"mean": 0.028522135071418524, | |
"stdev": 0.0009720496048790091, | |
"p50": 0.02814354049999679, | |
"p90": 0.02996086459995695, | |
"p95": 0.03046768514996643, | |
"p99": 0.030802320229996665, | |
"values": [ | |
0.028079550999962066, | |
0.02930383199998232, | |
0.027500373000009404, | |
0.027715443999966283, | |
0.027946584000005714, | |
0.028500355000005584, | |
0.027859933000002002, | |
0.02820753000003151, | |
0.02847727099998565, | |
0.027661852999983694, | |
0.028994184999987738, | |
0.030885979000004227, | |
0.030242449999946075, | |
0.027934550999987096 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 35.06048889734347 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |