
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
5601f96
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": "0.2.1", | |
"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": 975.495168, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.607168 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 69, | |
"total": 1.003455588340759, | |
"mean": 0.014542834613634191, | |
"stdev": 0.001093338809788534, | |
"p50": 0.014213120460510254, | |
"p90": 0.014737613105773926, | |
"p95": 0.01644195861816406, | |
"p99": 0.019802685775756827, | |
"values": [ | |
0.020800512313842775, | |
0.019333120346069335, | |
0.015057920455932617, | |
0.01448857593536377, | |
0.014131199836730958, | |
0.014133248329162598, | |
0.014028800010681153, | |
0.014044159889221192, | |
0.014339072227478027, | |
0.014162943840026856, | |
0.014072832107543945, | |
0.01428377628326416, | |
0.014255104064941406, | |
0.014156800270080566, | |
0.014187520027160644, | |
0.014147551536560058, | |
0.01397766399383545, | |
0.014084063529968261, | |
0.01406668758392334, | |
0.01418239974975586, | |
0.014320639610290528, | |
0.014420991897583007, | |
0.014121983528137207, | |
0.014239744186401367, | |
0.014235648155212402, | |
0.01415782356262207, | |
0.014109696388244629, | |
0.01408512020111084, | |
0.014359552383422852, | |
0.014036992073059081, | |
0.014058496475219727, | |
0.014087136268615724, | |
0.014163968086242675, | |
0.014525440216064453, | |
0.014467071533203125, | |
0.014186495780944825, | |
0.014147616386413575, | |
0.014569472312927247, | |
0.014692352294921876, | |
0.014523391723632812, | |
0.014578687667846679, | |
0.01452444839477539, | |
0.01470464038848877, | |
0.014869503974914551, | |
0.01665126419067383, | |
0.0169932804107666, | |
0.016128000259399415, | |
0.014520319938659668, | |
0.014397439956665039, | |
0.014222335815429688, | |
0.014247936248779297, | |
0.014264320373535156, | |
0.014213120460510254, | |
0.014185536384582519, | |
0.014220288276672363, | |
0.014210047721862793, | |
0.014626815795898437, | |
0.01419878387451172, | |
0.014231552124023437, | |
0.014186495780944825, | |
0.014213120460510254, | |
0.014187520027160644, | |
0.014246912002563476, | |
0.014213120460510254, | |
0.014206975936889648, | |
0.01417523193359375, | |
0.01420902442932129, | |
0.014193663597106934, | |
0.014191616058349609 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 68.7623855023752 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.7016512297448659e-07, | |
"ram": 9.296225898132043e-08, | |
"gpu": 3.4160741614284956e-07, | |
"total": 6.047347980986566e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1653617.4255956404 | |
} | |
} | |
} | |
} |