
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
e69bd77
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": "0.3.1", | |
"optimum_benchmark_commit": null, | |
"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": 707.506176, | |
"max_global_vram": 1403.518976, | |
"max_process_vram": 0.0, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.1495068359375, | |
"mean": 7.1495068359375, | |
"stdev": 0.0, | |
"p50": 7.1495068359375, | |
"p90": 7.1495068359375, | |
"p95": 7.1495068359375, | |
"p99": 7.1495068359375, | |
"values": [ | |
7.1495068359375 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.0669686728053623e-06, | |
"ram": 5.691257405223383e-07, | |
"gpu": 1.8736126100012476e-06, | |
"total": 3.509707023328948e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 989.827072, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.606656 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 76, | |
"total": 1.00026851272583, | |
"mean": 0.013161427799024081, | |
"stdev": 0.0006196371408862982, | |
"p50": 0.01312614393234253, | |
"p90": 0.013550591945648192, | |
"p95": 0.014394623756408691, | |
"p99": 0.015293696165084839, | |
"values": [ | |
0.017039360046386717, | |
0.014623744010925293, | |
0.01471180820465088, | |
0.014530559539794922, | |
0.01315225601196289, | |
0.013191167831420898, | |
0.012919808387756348, | |
0.012725248336791992, | |
0.012690431594848632, | |
0.012720128059387208, | |
0.012721152305603027, | |
0.012725248336791992, | |
0.013117440223693847, | |
0.013020159721374512, | |
0.012734463691711426, | |
0.012693440437316895, | |
0.012803071975708008, | |
0.012733440399169921, | |
0.012694527626037597, | |
0.012850175857543946, | |
0.013667327880859375, | |
0.013230079650878907, | |
0.013131775856018067, | |
0.013149184226989746, | |
0.013124608039855956, | |
0.012876768112182618, | |
0.012685312271118163, | |
0.012767231941223145, | |
0.012735487937927246, | |
0.012683263778686523, | |
0.01265766429901123, | |
0.012788703918457031, | |
0.012701696395874023, | |
0.012686335563659668, | |
0.01267302417755127, | |
0.012717056274414062, | |
0.01265766429901123, | |
0.01323519992828369, | |
0.013757439613342285, | |
0.01434931182861328, | |
0.013587455749511718, | |
0.013187071800231934, | |
0.013140992164611816, | |
0.013158432006835937, | |
0.012878848075866698, | |
0.01267302417755127, | |
0.012677120208740235, | |
0.01294431972503662, | |
0.013513728141784668, | |
0.013044735908508302, | |
0.013071359634399414, | |
0.013406208038330078, | |
0.013463552474975587, | |
0.013244383811950684, | |
0.013286399841308593, | |
0.013214719772338868, | |
0.013229056358337403, | |
0.013181952476501465, | |
0.013109248161315918, | |
0.013108223915100097, | |
0.01316044807434082, | |
0.013127679824829102, | |
0.013145088195800781, | |
0.013147135734558106, | |
0.013159423828125, | |
0.013131744384765625, | |
0.013148159980773925, | |
0.013394944190979004, | |
0.013137920379638672, | |
0.013112319946289062, | |
0.013210623741149903, | |
0.013175807952880859, | |
0.01315833568572998, | |
0.013084671974182128, | |
0.013131775856018067, | |
0.013048831939697265 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 75.97959851089635 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.607052825234674e-07, | |
"ram": 8.774853788382316e-08, | |
"gpu": 3.5134037116215984e-07, | |
"total": 5.997941915694504e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1667238.5529165461 | |
} | |
} | |
} | |
} |