IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
4d57cec
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.2+rocm5.7", | |
"_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": false, | |
"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 7643 48-Core Processor", | |
"cpu_count": 96, | |
"cpu_ram_mb": 1082028.982272, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"Advanced Micro Devices, Inc. [AMD/ATI]" | |
], | |
"gpu_count": 1, | |
"gpu_vram_mb": 68702699520, | |
"optimum_benchmark_version": "0.4.0", | |
"optimum_benchmark_commit": "2680e6fb8019f9b6eb6fcaa00b283acdac4d3d3d", | |
"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": 891.940864, | |
"max_global_vram": 1059.86048, | |
"max_process_vram": 45070.299136, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 6.8228203125, | |
"mean": 6.8228203125, | |
"stdev": 0.0, | |
"p50": 6.8228203125, | |
"p90": 6.8228203125, | |
"p95": 6.8228203125, | |
"p99": 6.8228203125, | |
"values": [ | |
6.8228203125 | |
] | |
}, | |
"throughput": null, | |
"energy": null, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1036.75904, | |
"max_global_vram": 1122.79552, | |
"max_process_vram": 291113.496576, | |
"max_reserved": 773.849088, | |
"max_allocated": 745.086976 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 78, | |
"total": 1.0009996709823608, | |
"mean": 0.012833329115158474, | |
"stdev": 0.0006197806980413224, | |
"p50": 0.012812811851501465, | |
"p90": 0.013049596214294435, | |
"p95": 0.01334773187637329, | |
"p99": 0.014401037292480486, | |
"values": [ | |
0.01339425277709961, | |
0.01338241195678711, | |
0.013408172607421874, | |
0.013292173385620117, | |
0.013108491897583008, | |
0.012986252784729004, | |
0.012921611785888671, | |
0.01294465160369873, | |
0.012877452850341796, | |
0.012880171775817871, | |
0.012785931587219239, | |
0.012812972068786621, | |
0.01286417293548584, | |
0.012926892280578613, | |
0.012864651679992676, | |
0.012859373092651368, | |
0.012808332443237305, | |
0.012757452011108398, | |
0.012765932083129882, | |
0.012820331573486329, | |
0.012834253311157227, | |
0.012847851753234864, | |
0.012893611907958985, | |
0.012856492042541504, | |
0.012933612823486328, | |
0.01298497200012207, | |
0.012920012474060058, | |
0.0177249755859375, | |
0.012907532691955567, | |
0.013341611862182617, | |
0.013017613410949707, | |
0.012926571846008301, | |
0.012894573211669922, | |
0.012738572120666505, | |
0.012770412445068359, | |
0.012725611686706544, | |
0.012635532379150391, | |
0.012783371925354003, | |
0.012632171630859374, | |
0.012618412017822265, | |
0.012570731163024903, | |
0.012539051055908202, | |
0.012721612930297851, | |
0.012828652381896972, | |
0.012760332107543945, | |
0.012687372207641602, | |
0.01292881202697754, | |
0.013053293228149415, | |
0.013048011779785157, | |
0.01303457260131836, | |
0.01286769199371338, | |
0.012686732292175294, | |
0.012603212356567382, | |
0.012587692260742188, | |
0.01276881217956543, | |
0.012844013214111329, | |
0.012830732345581054, | |
0.01284193229675293, | |
0.012806251525878906, | |
0.012801612854003906, | |
0.012831851959228516, | |
0.012808332443237305, | |
0.01281265163421631, | |
0.012783052444458008, | |
0.012494570732116699, | |
0.012260972023010254, | |
0.012255532264709473, | |
0.012384491920471192, | |
0.012268171310424805, | |
0.012436971664428711, | |
0.01230433177947998, | |
0.01235505199432373, | |
0.012335691452026367, | |
0.01227761173248291, | |
0.012251212120056152, | |
0.012320172309875489, | |
0.012288970947265625, | |
0.012269451141357421 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 77.92210353421233 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |