
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
8b3a36a
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": "0.33.0", | |
"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": 707.8912, | |
"max_global_vram": 1403.518976, | |
"max_process_vram": 0.0, | |
"max_reserved": 773.849088, | |
"max_allocated": 736.603648 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 1, | |
"total": 7.20964111328125, | |
"mean": 7.20964111328125, | |
"stdev": 0.0, | |
"p50": 7.20964111328125, | |
"p90": 7.20964111328125, | |
"p95": 7.20964111328125, | |
"p99": 7.20964111328125, | |
"values": [ | |
7.20964111328125 | |
] | |
}, | |
"throughput": null, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.068446371290419e-06, | |
"ram": 5.675120922022833e-07, | |
"gpu": 1.7244458240008032e-06, | |
"total": 3.360404287493505e-06 | |
}, | |
"efficiency": null | |
}, | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 990.22848, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.606656 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 74, | |
"total": 1.009374242782593, | |
"mean": 0.01364019247003504, | |
"stdev": 0.000513095938563319, | |
"p50": 0.013639679908752441, | |
"p90": 0.01406622085571289, | |
"p95": 0.014649518156051635, | |
"p99": 0.015094707708358761, | |
"values": [ | |
0.015501312255859375, | |
0.014937088012695313, | |
0.01476198387145996, | |
0.014350336074829101, | |
0.014588959693908691, | |
0.013826047897338867, | |
0.013769663810729981, | |
0.013915072441101075, | |
0.013971455574035644, | |
0.013837311744689941, | |
0.013925439834594726, | |
0.013998080253601074, | |
0.013919232368469238, | |
0.013846528053283692, | |
0.013912063598632812, | |
0.013810688018798829, | |
0.01375641632080078, | |
0.013741056442260742, | |
0.013854720115661622, | |
0.014022656440734863, | |
0.01407699203491211, | |
0.01494431972503662, | |
0.014041088104248046, | |
0.014022656440734863, | |
0.01384447956085205, | |
0.013648896217346192, | |
0.01358847999572754, | |
0.013840383529663085, | |
0.013753408432006837, | |
0.013543423652648925, | |
0.013643775939941406, | |
0.01388748836517334, | |
0.013961248397827149, | |
0.014014464378356933, | |
0.013763584136962891, | |
0.013635583877563476, | |
0.013760512351989745, | |
0.013585408210754395, | |
0.013752320289611816, | |
0.013505536079406738, | |
0.013261823654174805, | |
0.013549568176269532, | |
0.013720576286315917, | |
0.01419264030456543, | |
0.013541536331176758, | |
0.01325551986694336, | |
0.013281279563903809, | |
0.013148159980773925, | |
0.013291520118713379, | |
0.01314406394958496, | |
0.013125632286071777, | |
0.013133824348449707, | |
0.013122559547424317, | |
0.01319321632385254, | |
0.013453311920166015, | |
0.013253600120544433, | |
0.013275135993957519, | |
0.01325881576538086, | |
0.013208576202392578, | |
0.013180928230285644, | |
0.013240256309509278, | |
0.013154303550720215, | |
0.013286399841308593, | |
0.013245439529418946, | |
0.013209600448608399, | |
0.013579263687133789, | |
0.013422592163085938, | |
0.012744704246520995, | |
0.012694527626037597, | |
0.012780544281005859, | |
0.01268835163116455, | |
0.013476863861083984, | |
0.01307545566558838, | |
0.013123488426208496 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 73.31274849653431 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.499082804061525e-07, | |
"ram": 8.19581187092933e-08, | |
"gpu": 3.293392226835383e-07, | |
"total": 5.612056217989841e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1781878.0873834258 | |
} | |
} | |
} | |
} |