IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
e98d5fb
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-6.5.0-1025-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.4.0", | |
"optimum_benchmark_commit": "e4c497aec760cceef111d142b57bbf79ef01f3fe", | |
"transformers_version": "4.44.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.1", | |
"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": 1111.30624, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.840812504000013, | |
"mean": 4.840812504000013, | |
"stdev": 0.0, | |
"p50": 4.840812504000013, | |
"p90": 4.840812504000013, | |
"p95": 4.840812504000013, | |
"p99": 4.840812504000013, | |
"values": [ | |
4.840812504000013 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.831305662222242e-05, | |
"ram": 2.855311511575416e-06, | |
"gpu": 0, | |
"total": 7.116836813379784e-05 | |
}, | |
"efficiency": null | |
}, | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 964.665344, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.6514608420000343, | |
"mean": 0.046532917285716735, | |
"stdev": 0.0011893933845824529, | |
"p50": 0.04661327249999658, | |
"p90": 0.04763813200000868, | |
"p95": 0.04843660715000908, | |
"p99": 0.04933134463000499, | |
"values": [ | |
0.04718022000000133, | |
0.045830832999996574, | |
0.04585134200002017, | |
0.04677872199999911, | |
0.046661953000011636, | |
0.04656459199998153, | |
0.04565858199998729, | |
0.04584101300000043, | |
0.046917139000015595, | |
0.046828454000007014, | |
0.04575968200001057, | |
0.04955502900000397, | |
0.047834380000011834, | |
0.044198900999987245 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 42.9803269741246 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.7000295446860133e-06, | |
"ram": 7.10468526279848e-08, | |
"gpu": 0.0, | |
"total": 1.7710763973139982e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1129256.7633068713 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 965.451776, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.3934041239999715, | |
"mean": 0.028100294571426536, | |
"stdev": 0.0007619635158025801, | |
"p50": 0.02818939199998738, | |
"p90": 0.028840471999996, | |
"p95": 0.029010672850002094, | |
"p99": 0.02922316097000163, | |
"values": [ | |
0.028505515999995623, | |
0.02851165800001354, | |
0.02877705199998104, | |
0.029276283000001513, | |
0.027944189000010056, | |
0.02886765200000241, | |
0.02773636200001306, | |
0.028119215000003805, | |
0.02823815799999352, | |
0.02814062599998124, | |
0.027854741999988164, | |
0.028253616000000648, | |
0.02607059499999309, | |
0.027108459999993784 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 35.58681555661835 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.0086162060546754e-06, | |
"ram": 4.215238178330891e-08, | |
"gpu": 0.0, | |
"total": 1.0507685878379843e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 951684.3304742831 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 14, | |
"total": 0.38778311199988025, | |
"mean": 0.02769879371427716, | |
"stdev": 0.0007510585224946331, | |
"p50": 0.027736721999986003, | |
"p90": 0.028451626599996872, | |
"p95": 0.028627257399995186, | |
"p99": 0.028843392279987938, | |
"values": [ | |
0.028087115999994694, | |
0.02812799299999824, | |
0.028381263999989415, | |
0.028897425999986126, | |
0.027532821999983526, | |
0.028481782000000067, | |
0.027341044999985797, | |
0.02772400799997854, | |
0.02784650699999247, | |
0.027749435999993466, | |
0.02746059699998682, | |
0.027686168000002453, | |
0.025726072999987082, | |
0.02674087500000155 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 36.10265523890149 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |