IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
70c4a68
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": {}, | |
"hub_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, | |
"latency": true, | |
"memory": 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": "41836e67badc33c5e7a42b3b53f44695ff51963e", | |
"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": { | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 961.810432, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 13, | |
"total": 0.6482313710000085, | |
"mean": 0.04986395161538527, | |
"stdev": 0.0009899705731160626, | |
"p50": 0.049836963000018386, | |
"p90": 0.05095472999996673, | |
"p95": 0.051180428599980135, | |
"p99": 0.05139537931999939, | |
"values": [ | |
0.047838807999994515, | |
0.04964031000002933, | |
0.05007256199996846, | |
0.049836963000018386, | |
0.04982318699995858, | |
0.050659386000006634, | |
0.050349738000022626, | |
0.04850981900000306, | |
0.04884853000004341, | |
0.05100130299996408, | |
0.05076843799997732, | |
0.05144911700000421, | |
0.04943321000001788 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 40.10913566230299 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.7232025303126536e-06, | |
"ram": 7.201478526212668e-08, | |
"gpu": 0.0, | |
"total": 1.7952173155747803e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1114071.250677333 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 961.810432, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 13, | |
"total": 0.3952158779999877, | |
"mean": 0.030401221384614437, | |
"stdev": 0.0009595033356158556, | |
"p50": 0.03030564199997343, | |
"p90": 0.03161760259997663, | |
"p95": 0.03176243859999204, | |
"p99": 0.031888375720011485, | |
"values": [ | |
0.029676348999998936, | |
0.03030564199997343, | |
0.030989065000028404, | |
0.03126799500000743, | |
0.02907482800003436, | |
0.03191986000001634, | |
0.031657490999975835, | |
0.03145804899997984, | |
0.030471841999997196, | |
0.030132197999989785, | |
0.028823450000004414, | |
0.029919843000016044, | |
0.029519265999965683 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 32.89341527923229 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.05675412836858e-06, | |
"ram": 4.415997808012306e-08, | |
"gpu": 0.0, | |
"total": 1.1009141064487033e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 908336.0764862674 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 13, | |
"total": 0.38846025899994174, | |
"mean": 0.029881558384610905, | |
"stdev": 0.0009570729378622161, | |
"p50": 0.02977736799999775, | |
"p90": 0.031095519999962563, | |
"p95": 0.03124007919998348, | |
"p99": 0.031368497440012105, | |
"values": [ | |
0.029159837000008793, | |
0.02977736799999775, | |
0.03044752599998901, | |
0.03076085999998668, | |
0.0285710190000259, | |
0.03140060200001926, | |
0.03113306399995963, | |
0.030945343999974284, | |
0.029962812999997368, | |
0.02961513399998239, | |
0.028333737000025394, | |
0.029391067000005933, | |
0.02896188799996935 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 33.465456758607445 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |