
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
2fd7e3e
verified
{ | |
"config": { | |
"name": "cuda_inference_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.0+cu121", | |
"_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": "3.10.12", | |
"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": "0.30.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.27.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.3", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 975.519744, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.607168 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 69, | |
"total": 0.9981963205337527, | |
"mean": 0.014466613341068876, | |
"stdev": 0.0004957345187993836, | |
"p50": 0.014575615882873535, | |
"p90": 0.014918886184692384, | |
"p95": 0.015037235069274903, | |
"p99": 0.015897436599731446, | |
"values": [ | |
0.01458892822265625, | |
0.016097280502319337, | |
0.01580339241027832, | |
0.01495961570739746, | |
0.014659584045410156, | |
0.014672896385192872, | |
0.014619647979736328, | |
0.01456332778930664, | |
0.014627840042114258, | |
0.01491155242919922, | |
0.01460223960876465, | |
0.014655488014221191, | |
0.01476198387145996, | |
0.014722047805786133, | |
0.014664704322814942, | |
0.014731264114379883, | |
0.014450688362121582, | |
0.014575615882873535, | |
0.014565376281738282, | |
0.014609408378601075, | |
0.014919679641723632, | |
0.015058943748474121, | |
0.014622719764709472, | |
0.014826496124267579, | |
0.014394368171691894, | |
0.0146627197265625, | |
0.014698495864868164, | |
0.014749695777893066, | |
0.014746623992919922, | |
0.014691328048706055, | |
0.014918687820434571, | |
0.014718976020812988, | |
0.01486847972869873, | |
0.01511526393890381, | |
0.015004672050476075, | |
0.014763008117675782, | |
0.014643199920654297, | |
0.014478336334228516, | |
0.014529536247253418, | |
0.014470080375671386, | |
0.014322688102722168, | |
0.014534655570983887, | |
0.014621696472167968, | |
0.014914560317993163, | |
0.014568448066711426, | |
0.014261247634887696, | |
0.01415167999267578, | |
0.01416806411743164, | |
0.014111743927001954, | |
0.014034943580627441, | |
0.01347382354736328, | |
0.013394944190979004, | |
0.013392895698547362, | |
0.013431808471679688, | |
0.01335910415649414, | |
0.01358131217956543, | |
0.014057472229003906, | |
0.013873151779174805, | |
0.01448140811920166, | |
0.014158847808837891, | |
0.014014464378356933, | |
0.014082048416137695, | |
0.014221311569213867, | |
0.014028767585754394, | |
0.014027775764465332, | |
0.014048255920410157, | |
0.01406668758392334, | |
0.014090239524841308, | |
0.013998080253601074 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 69.12467876369703 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.6693196059765765e-07, | |
"ram": 9.118821385591601e-08, | |
"gpu": 3.349181083098603e-07, | |
"total": 5.93038282763434e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1686231.7814293704 | |
} | |
} | |
} | |
} |