IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
88046a1
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": "4f83ff1670dec8f273c8beb893e9243ca1209582", | |
"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": 961.970176, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.6281763009999395, | |
"mean": 0.04486973578570996, | |
"stdev": 0.0007107499136287721, | |
"p50": 0.04480706999999029, | |
"p90": 0.045821137499999054, | |
"p95": 0.04597427304999542, | |
"p99": 0.046066543409987164, | |
"values": [ | |
0.0460896109999851, | |
0.044436222000001635, | |
0.04530898299998398, | |
0.0452456639999923, | |
0.044727555999998, | |
0.04488658399998258, | |
0.04439754000000562, | |
0.04462246099998879, | |
0.044084506000018564, | |
0.044999555000003966, | |
0.045912168000000975, | |
0.04452786400000264, | |
0.04560873299999457, | |
0.043328853999980765 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 44.57347396810294 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.7387622796394976e-06, | |
"ram": 7.266438844681034e-08, | |
"gpu": 0.0, | |
"total": 1.811426668086308e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1104102.106497588 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 961.970176, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.38396165699995777, | |
"mean": 0.027425832642854125, | |
"stdev": 0.0007352998775288754, | |
"p50": 0.02731566999999302, | |
"p90": 0.028309482199998116, | |
"p95": 0.028747917999997697, | |
"p99": 0.0290540420000022, | |
"values": [ | |
0.02706296100001282, | |
0.027073289999975714, | |
0.02773456500000293, | |
0.027767237000006162, | |
0.027402034999994385, | |
0.027203744000019014, | |
0.029130573000003324, | |
0.026431651999985206, | |
0.027199194999980136, | |
0.027229304999991655, | |
0.02755747599999836, | |
0.027540241999986392, | |
0.028541872999994666, | |
0.026087509000007003 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 36.461974118424905 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.89037754071124e-07, | |
"ram": 4.133575090099837e-08, | |
"gpu": 0.0, | |
"total": 1.0303735049721216e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 970521.8497704447 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.3789960939999162, | |
"mean": 0.027071149571422586, | |
"stdev": 0.000703221778495897, | |
"p50": 0.026973488999985307, | |
"p90": 0.027971441800002595, | |
"p95": 0.02835305064999858, | |
"p99": 0.0285585229300014, | |
"values": [ | |
0.026718358000010767, | |
0.026739355999978898, | |
0.027364022999989857, | |
0.027403718000016397, | |
0.027070224999988568, | |
0.026845895999997538, | |
0.028609891000002108, | |
0.026091646999987006, | |
0.026876752999982045, | |
0.026860505999991346, | |
0.02723100599999384, | |
0.027196229999987054, | |
0.02821475199999668, | |
0.02577373299999408 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 36.9396946872046 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |