IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
49e9635
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-6.5.0-1024-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"optimum_benchmark_version": "0.4.0", | |
"optimum_benchmark_commit": "8d3ce5d99bc670ee9136c4d65ae8c25ef9d8beae", | |
"transformers_version": "4.43.3", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.29.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.8", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"load": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1121.390592, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 5.047363528000005, | |
"mean": 5.047363528000005, | |
"stdev": 0.0, | |
"p50": 5.047363528000005, | |
"p90": 5.047363528000005, | |
"p95": 5.047363528000005, | |
"p99": 5.047363528000005, | |
"values": [ | |
5.047363528000005 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 7.065001858605279e-05, | |
"ram": 2.952989102345782e-06, | |
"gpu": 0, | |
"total": 7.360300768839858e-05 | |
}, | |
"efficiency": null | |
}, | |
"prefill": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 975.007744, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.6600282380000522, | |
"mean": 0.04400188253333681, | |
"stdev": 0.0011281233997716032, | |
"p50": 0.04407160099998464, | |
"p90": 0.045205096199981656, | |
"p95": 0.04592763769999237, | |
"p99": 0.046628124340018076, | |
"values": [ | |
0.043234446000042226, | |
0.0468032460000245, | |
0.04373368900002106, | |
0.04307861399996682, | |
0.04407160099998464, | |
0.04439621699998497, | |
0.043544233999966764, | |
0.044684174999986226, | |
0.04417950100003054, | |
0.04455948200001103, | |
0.044182157000022926, | |
0.043203558000016073, | |
0.045552376999978605, | |
0.0428273850000096, | |
0.04197755600000619 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 45.45260077190459 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.6954402416800532e-06, | |
"ram": 7.085504438919088e-08, | |
"gpu": 0.0, | |
"total": 1.766295286069244e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 1132313.5014705542 | |
} | |
}, | |
"decode": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 975.794176, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.40362710599987395, | |
"mean": 0.02690847373332493, | |
"stdev": 0.0005595103178323504, | |
"p50": 0.027019590000008975, | |
"p90": 0.02740223259997947, | |
"p95": 0.027424443999973392, | |
"p99": 0.027457355199978793, | |
"values": [ | |
0.027406812999970498, | |
0.02739536199999293, | |
0.026768049999986943, | |
0.027019590000008975, | |
0.027215324999986024, | |
0.02726252399997975, | |
0.026982972000041627, | |
0.026647645000025477, | |
0.026984864999974434, | |
0.026919692999967992, | |
0.027159871999970164, | |
0.027114978999975392, | |
0.02599878199998784, | |
0.027465582999980143, | |
0.02528505100002576 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 37.16301451767386 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 9.702026556079516e-07, | |
"ram": 4.0547483242107776e-08, | |
"gpu": 0.0, | |
"total": 1.0107501388500593e-06 | |
}, | |
"efficiency": { | |
"unit": "tokens/kWh", | |
"value": 989364.1975035593 | |
} | |
}, | |
"per_token": { | |
"memory": null, | |
"latency": { | |
"unit": "s", | |
"count": 15, | |
"total": 0.39790653400001474, | |
"mean": 0.02652710226666765, | |
"stdev": 0.0005594315636376912, | |
"p50": 0.02662390000000414, | |
"p90": 0.027025588999993033, | |
"p95": 0.027053111400005037, | |
"p99": 0.027100424679988463, | |
"values": [ | |
0.02702232499996171, | |
0.027027765000013915, | |
0.026399130000015703, | |
0.026654127000028893, | |
0.026857806999998957, | |
0.026895318000015322, | |
0.02661873099998502, | |
0.026232850000042163, | |
0.02662390000000414, | |
0.0265500219999808, | |
0.02680280499998844, | |
0.026559830999985934, | |
0.025635652999994818, | |
0.02711225299998432, | |
0.02491401700001461 | |
] | |
}, | |
"throughput": { | |
"unit": "tokens/s", | |
"value": 37.69729501350547 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |