IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
af626b5
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, | |
"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-6.5.0-1023-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.3.1", | |
"optimum_benchmark_commit": "e291e9b18cfb323457af60f15f2bb33803718668", | |
"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": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1100.304384, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 4.784537400999994, | |
"mean": 4.784537400999994, | |
"stdev": 0.0, | |
"p50": 4.784537400999994, | |
"p90": 4.784537400999994, | |
"p95": 4.784537400999994, | |
"p99": 4.784537400999994, | |
"values": [ | |
4.784537400999994 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 6.693736314773561e-05, | |
"ram": 2.7978084500688283e-06, | |
"gpu": 0, | |
"total": 6.973517159780444e-05 | |
}, | |
"efficiency": null | |
}, | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 953.6512, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.656243229000097, | |
"mean": 0.04374954860000647, | |
"stdev": 0.0025362129480982565, | |
"p50": 0.04492262899998423, | |
"p90": 0.04624755280000272, | |
"p95": 0.04641132950001179, | |
"p99": 0.04650895150003748, | |
"values": [ | |
0.045489153000005444, | |
0.04608033400000977, | |
0.046359031999998024, | |
0.04429219700000431, | |
0.04653335700004391, | |
0.04582230300002266, | |
0.04500222600000825, | |
0.04492262899998423, | |
0.045415055000034954, | |
0.04484773999996605, | |
0.04163934899997912, | |
0.04003310900003498, | |
0.039949914999965586, | |
0.03977409800000942, | |
0.04008273200003032 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 45.71475738608431 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.5652943187289769e-06, | |
"ram": 6.541671460632113e-08, | |
"gpu": 0.0, | |
"total": 1.6307110333352982e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1226458.8631067234 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 954.175488, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.40230517999998483, | |
"mean": 0.026820345333332322, | |
"stdev": 0.0020225671425659945, | |
"p50": 0.0280357430000322, | |
"p90": 0.02849404940002387, | |
"p95": 0.028596213800028636, | |
"p99": 0.028691176360007377, | |
"values": [ | |
0.02871491700000206, | |
0.02816016399998489, | |
0.02822515600001907, | |
0.028417111999999634, | |
0.02832290699996065, | |
0.02813829399997303, | |
0.027916531000016676, | |
0.0280357430000322, | |
0.02794563599996991, | |
0.028545341000040025, | |
0.02397132999999485, | |
0.02377297099997122, | |
0.024218388999997842, | |
0.024014410000006592, | |
0.023906279000016184 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 37.28512767347556 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.297068549527061e-07, | |
"ram": 3.88559080964446e-08, | |
"gpu": 0.0, | |
"total": 9.685627630491506e-07 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1032457.6146742223 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.39576201799991395, | |
"mean": 0.026384134533327597, | |
"stdev": 0.0019399339816412783, | |
"p50": 0.027521897000042372, | |
"p90": 0.028002591400002073, | |
"p95": 0.02810830439999563, | |
"p99": 0.028191743279987806, | |
"values": [ | |
0.028212602999985847, | |
0.027651427999956013, | |
0.027733370000021296, | |
0.02791107100000545, | |
0.0278014769999686, | |
0.027684198999963883, | |
0.027455093000014585, | |
0.027521897000042372, | |
0.0274413779999918, | |
0.028063604999999825, | |
0.023627299999986917, | |
0.023475307000012435, | |
0.02387945899999977, | |
0.023702579999962836, | |
0.02360125100000232 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 37.901565379634945 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |