IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
8763a5e
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": 16757.338112, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.4.0", | |
"optimum_benchmark_commit": "1e6f9712dc17e792bdaa02aa527364d60a088987", | |
"transformers_version": "4.44.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.9", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1112.592384, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.747635889999998, | |
"mean": 4.747635889999998, | |
"stdev": 0.0, | |
"p50": 4.747635889999998, | |
"p90": 4.747635889999998, | |
"p95": 4.747635889999998, | |
"p99": 4.747635889999998, | |
"values": [ | |
4.747635889999998 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.765920762222162e-05, | |
"ram": 2.8279739605713583e-06, | |
"gpu": 0, | |
"total": 7.048718158279298e-05 | |
}, | |
"efficiency": null | |
}, | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 965.935104, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.6540535110000292, | |
"mean": 0.043603567400001944, | |
"stdev": 0.0024272337499643233, | |
"p50": 0.04247085399998696, | |
"p90": 0.04689948100000265, | |
"p95": 0.04718272500000183, | |
"p99": 0.04754169620001164, | |
"values": [ | |
0.04478227699999593, | |
0.046763074000011784, | |
0.046990418999996564, | |
0.04595684599999572, | |
0.0476314390000141, | |
0.042250140000021474, | |
0.04184940100000745, | |
0.04156681199998502, | |
0.04493870000001721, | |
0.04247085399998696, | |
0.04214269999999942, | |
0.04499302299998931, | |
0.04064376600001651, | |
0.040615701999996645, | |
0.04045835799999509 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 45.86780667858637 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.6114057135555666e-06, | |
"ram": 6.734389651446399e-08, | |
"gpu": 0.0, | |
"total": 1.6787496100700307e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1191362.897720386 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 966.721536, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.39776813500000685, | |
"mean": 0.026517875666667124, | |
"stdev": 0.0015948898306610813, | |
"p50": 0.0257437060000143, | |
"p90": 0.029259092199998803, | |
"p95": 0.02940345309999941, | |
"p99": 0.029438647420004713, | |
"values": [ | |
0.029070832000002156, | |
0.02938459899999657, | |
0.02837989900001503, | |
0.02944744600000604, | |
0.026422607000000653, | |
0.02606851499999152, | |
0.02571395100000018, | |
0.025768553000006023, | |
0.025630764999988287, | |
0.0257437060000143, | |
0.02560864299999821, | |
0.025206521000001203, | |
0.025150666999991245, | |
0.025239072999994505, | |
0.02493235800000093 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 37.71041136816991 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.531918211666303e-07, | |
"ram": 3.983682043801704e-08, | |
"gpu": 0.0, | |
"total": 9.930286416046476e-07 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1007020.2994186424 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.392209677999972, | |
"mean": 0.0261473118666648, | |
"stdev": 0.0015360000415957538, | |
"p50": 0.025409872000011546, | |
"p90": 0.0287923716000023, | |
"p95": 0.028933663700004785, | |
"p99": 0.02896360073999688, | |
"values": [ | |
0.02860448999999221, | |
0.028917626000009022, | |
0.027928415000019413, | |
0.0289710849999949, | |
0.026045240999991393, | |
0.025723989999988817, | |
0.025355900999983305, | |
0.025441540999992185, | |
0.025277904999995826, | |
0.025409872000011546, | |
0.025277504000001727, | |
0.024894977999991852, | |
0.024842489999997497, | |
0.024894958999993833, | |
0.024623681000008446 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 38.24484922577834 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |