
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
7b2414e
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+cu121", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "token-classification", | |
"library": "transformers", | |
"model_type": "deberta-v2", | |
"model": "microsoft/deberta-v3-base", | |
"processor": "microsoft/deberta-v3-base", | |
"device": "cuda", | |
"device_ids": "0", | |
"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": true, | |
"device_isolation_action": "error", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7R32", | |
"cpu_count": 16, | |
"cpu_ram_mb": 66697.293824, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.219-208.866.amzn2.x86_64-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"NVIDIA A10G" | |
], | |
"gpu_count": 1, | |
"gpu_vram_mb": 24146608128, | |
"optimum_benchmark_version": "0.4.0", | |
"optimum_benchmark_commit": null, | |
"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": 707.825664, | |
"max_global_vram": 1403.518976, | |
"max_process_vram": 0.0, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.19087109375, | |
"mean": 7.19087109375, | |
"stdev": 0.0, | |
"p50": 7.19087109375, | |
"p90": 7.19087109375, | |
"p95": 7.19087109375, | |
"p99": 7.19087109375, | |
"values": [ | |
7.19087109375 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.1150459448496502e-06, | |
"ram": 5.721123783307765e-07, | |
"gpu": 1.558612357999839e-06, | |
"total": 3.2457706811802657e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 990.162944, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.606656 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 72, | |
"total": 0.999071647644043, | |
"mean": 0.013875995106167265, | |
"stdev": 0.0005975923546582201, | |
"p50": 0.013818368434906005, | |
"p90": 0.014377779197692871, | |
"p95": 0.014986291122436525, | |
"p99": 0.01621060546875, | |
"values": [ | |
0.014375935554504395, | |
0.015227904319763183, | |
0.014433279991149902, | |
0.014014464378356933, | |
0.013757504463195801, | |
0.013832192420959472, | |
0.01390182399749756, | |
0.013946880340576171, | |
0.014024703979492188, | |
0.014024703979492188, | |
0.013849599838256836, | |
0.01405951976776123, | |
0.014051327705383301, | |
0.013928352355957031, | |
0.013908991813659668, | |
0.013935615539550781, | |
0.013902848243713378, | |
0.01387110424041748, | |
0.013804544448852539, | |
0.014040063858032227, | |
0.014788607597351074, | |
0.014540800094604492, | |
0.014055423736572266, | |
0.014245856285095214, | |
0.01397766399383545, | |
0.013856767654418945, | |
0.013859840393066406, | |
0.014050304412841797, | |
0.013623295783996582, | |
0.013724672317504882, | |
0.013618176460266113, | |
0.014097408294677734, | |
0.014253055572509766, | |
0.014016511917114258, | |
0.013750271797180176, | |
0.013945856094360352, | |
0.013797375679016113, | |
0.013731840133666993, | |
0.013725631713867188, | |
0.013210623741149903, | |
0.012973055839538575, | |
0.014377984046936035, | |
0.01620377540588379, | |
0.016227327346801757, | |
0.01577881622314453, | |
0.01387724781036377, | |
0.01395199966430664, | |
0.013533184051513672, | |
0.013402112007141113, | |
0.013430784225463867, | |
0.013371392250061035, | |
0.013344767570495606, | |
0.013394944190979004, | |
0.013402112007141113, | |
0.013394880294799804, | |
0.013396991729736327, | |
0.013364224433898926, | |
0.013628416061401367, | |
0.01340006446838379, | |
0.013373439788818359, | |
0.013411328315734864, | |
0.013369343757629394, | |
0.013409279823303222, | |
0.013420543670654296, | |
0.01334988784790039, | |
0.013384703636169434, | |
0.013426688194274903, | |
0.01377280044555664, | |
0.013480992317199706, | |
0.01337446403503418, | |
0.013733887672424316, | |
0.013348863601684571 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 72.06690347963183 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.599110320762352e-07, | |
"ram": 8.743048964282329e-08, | |
"gpu": 3.2377433309328336e-07, | |
"total": 5.711158548123418e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1750958.2190264736 | |
} | |
} | |
} | |
} |