
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
d30ad31
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.0+cu124", | |
"_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": 66697.261056, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.223-211.872.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": "4.44.2", | |
"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": 772.575232, | |
"max_global_vram": 1403.518976, | |
"max_process_vram": 0.0, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.40505615234375, | |
"mean": 7.40505615234375, | |
"stdev": 0.0, | |
"p50": 7.40505615234375, | |
"p90": 7.40505615234375, | |
"p95": 7.40505615234375, | |
"p99": 7.40505615234375, | |
"values": [ | |
7.40505615234375 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.1100742284719603e-06, | |
"ram": 5.765689863840177e-07, | |
"gpu": 1.7283347160000281e-06, | |
"total": 3.414977930856006e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1160.003584, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.606656 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 70, | |
"total": 1.0086134986877437, | |
"mean": 0.014408764266967774, | |
"stdev": 0.0004599729831671315, | |
"p50": 0.014404095649719239, | |
"p90": 0.014881379413604736, | |
"p95": 0.01501122522354126, | |
"p99": 0.015995689067840577, | |
"values": [ | |
0.01621401596069336, | |
0.015897600173950196, | |
0.014999551773071289, | |
0.013971455574035644, | |
0.013923328399658203, | |
0.013912063598632812, | |
0.013841407775878906, | |
0.013956095695495606, | |
0.014065664291381836, | |
0.01387929630279541, | |
0.013837311744689941, | |
0.014545920372009278, | |
0.014573535919189452, | |
0.014476287841796874, | |
0.014468128204345704, | |
0.014629887580871583, | |
0.014331904411315918, | |
0.014348287582397461, | |
0.014415871620178223, | |
0.014548992156982422, | |
0.0148787202835083, | |
0.01468723201751709, | |
0.014429183959960937, | |
0.014757887840270996, | |
0.014905311584472657, | |
0.014586879730224609, | |
0.014430208206176758, | |
0.014542847633361817, | |
0.014682175636291504, | |
0.014446592330932618, | |
0.014499839782714843, | |
0.014516223907470703, | |
0.015006719589233398, | |
0.015014911651611328, | |
0.014690303802490234, | |
0.014542847633361817, | |
0.014608384132385254, | |
0.014392319679260255, | |
0.014272512435913086, | |
0.014836735725402832, | |
0.014328831672668458, | |
0.014125056266784668, | |
0.014512127876281738, | |
0.014434304237365723, | |
0.014576640129089356, | |
0.01437600040435791, | |
0.01428377628326416, | |
0.014303232192993164, | |
0.014153727531433105, | |
0.014000127792358399, | |
0.01391926383972168, | |
0.013966367721557618, | |
0.014023679733276367, | |
0.014138367652893067, | |
0.01428889560699463, | |
0.014118911743164063, | |
0.014020607948303223, | |
0.013917183876037598, | |
0.013936639785766602, | |
0.013921279907226563, | |
0.013941727638244628, | |
0.01397657585144043, | |
0.013923359870910644, | |
0.014073856353759765, | |
0.01457049560546875, | |
0.014163968086242675, | |
0.01579520034790039, | |
0.014766079902648926, | |
0.014486495971679687, | |
0.014006272315979004 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 69.40220420515237 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.5861005288887234e-07, | |
"ram": 8.629375943599086e-08, | |
"gpu": 3.4550027640000333e-07, | |
"total": 5.904040887248665e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1693755.2078268358 | |
} | |
} | |
} | |
} |