
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
9e2f93f
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.2", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "token-classification", | |
"library": "transformers", | |
"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": {}, | |
"hub_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, | |
"latency": true, | |
"memory": 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", | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7R32", | |
"cpu_count": 16, | |
"cpu_ram_mb": 66697.29792, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.215-203.850.amzn2.x86_64-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.14", | |
"gpu": [ | |
"NVIDIA A10G" | |
], | |
"gpu_count": 1, | |
"gpu_vram_mb": 24146608128, | |
"optimum_benchmark_version": "0.2.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.40.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.30.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.27.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "0.9.16", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 959.885312, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.607168 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 72, | |
"total": 1.0025584964752199, | |
"mean": 0.013924423562155829, | |
"stdev": 0.00048675710230325304, | |
"p50": 0.01393612813949585, | |
"p90": 0.014347980403900147, | |
"p95": 0.014643711805343629, | |
"p99": 0.015418695716857918, | |
"values": [ | |
0.01416806411743164, | |
0.014784511566162109, | |
0.014528512001037597, | |
0.015007712364196778, | |
0.014243840217590332, | |
0.014041152000427246, | |
0.01415167999267578, | |
0.013958144187927245, | |
0.014018560409545898, | |
0.013723648071289063, | |
0.014250975608825683, | |
0.014004223823547364, | |
0.014238816261291504, | |
0.014345215797424317, | |
0.013989888191223144, | |
0.014053376197814941, | |
0.014063648223876953, | |
0.014000127792358399, | |
0.013897727966308594, | |
0.013801471710205078, | |
0.014261247634887696, | |
0.014424063682556153, | |
0.014286848068237304, | |
0.0140697603225708, | |
0.01423971176147461, | |
0.014016511917114258, | |
0.013916159629821777, | |
0.014004223823547364, | |
0.014132224082946777, | |
0.013883392333984374, | |
0.013894656181335448, | |
0.013944831848144532, | |
0.01408614444732666, | |
0.014446592330932618, | |
0.014348287582397461, | |
0.014152704238891601, | |
0.014036992073059081, | |
0.013924351692199707, | |
0.014114815711975098, | |
0.013927424430847168, | |
0.014320575714111328, | |
0.016151552200317384, | |
0.015119359970092774, | |
0.014119935989379882, | |
0.013737983703613281, | |
0.013697024345397948, | |
0.013517824172973633, | |
0.01355059242248535, | |
0.013536255836486816, | |
0.013575167655944824, | |
0.013433856010437012, | |
0.013421567916870117, | |
0.013439999580383302, | |
0.013533184051513672, | |
0.013427712440490723, | |
0.013421567916870117, | |
0.013828096389770507, | |
0.013633536338806153, | |
0.013431808471679688, | |
0.013399040222167969, | |
0.013709312438964843, | |
0.013415424346923829, | |
0.013543423652648925, | |
0.013690879821777344, | |
0.013325311660766602, | |
0.01325055980682373, | |
0.013207551956176757, | |
0.013238271713256837, | |
0.013398015975952148, | |
0.013467647552490235, | |
0.013437952041625977, | |
0.013195263862609862 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 71.81625835613237 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.5815010335710316e-07, | |
"ram": 8.645012903434691e-08, | |
"gpu": 3.2874100373332195e-07, | |
"total": 5.73341236124772e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1744162.0050897181 | |
} | |
} | |
} | |
} |