
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
0dc47d7
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": 975.486976, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.607168 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 69, | |
"total": 1.0023236751556397, | |
"mean": 0.014526430074719416, | |
"stdev": 0.0005946758243248868, | |
"p50": 0.014225407600402832, | |
"p90": 0.015154790496826172, | |
"p95": 0.015365529823303222, | |
"p99": 0.016196484909057614, | |
"values": [ | |
0.015746047973632812, | |
0.016516096115112306, | |
0.016046079635620117, | |
0.015385600090026855, | |
0.01497804832458496, | |
0.01498419189453125, | |
0.014898176193237305, | |
0.014864383697509765, | |
0.01501696014404297, | |
0.015135744094848632, | |
0.014972928047180176, | |
0.015105024337768554, | |
0.01507532787322998, | |
0.015040512084960938, | |
0.015046655654907226, | |
0.015007743835449219, | |
0.014842847824096679, | |
0.014947327613830566, | |
0.014877663612365723, | |
0.015030271530151367, | |
0.015250432014465331, | |
0.015335424423217774, | |
0.015027199745178223, | |
0.015230976104736327, | |
0.015079423904418946, | |
0.014606335639953612, | |
0.014039039611816406, | |
0.0142807035446167, | |
0.014002176284790039, | |
0.014063615798950196, | |
0.01407487964630127, | |
0.0140697603225708, | |
0.014624671936035156, | |
0.014387200355529785, | |
0.014127103805541993, | |
0.01408409595489502, | |
0.014152704238891601, | |
0.013993984222412109, | |
0.013990912437438965, | |
0.0138854398727417, | |
0.013829119682312012, | |
0.014542847633361817, | |
0.014684160232543946, | |
0.014789631843566894, | |
0.01506611156463623, | |
0.01385977554321289, | |
0.013576191902160644, | |
0.013594623565673827, | |
0.013603839874267578, | |
0.013536255836486816, | |
0.014225407600402832, | |
0.014164992332458496, | |
0.014105600357055664, | |
0.014208000183105468, | |
0.014155776023864745, | |
0.014139391899108887, | |
0.014627840042114258, | |
0.01418239974975586, | |
0.014129152297973633, | |
0.014168031692504883, | |
0.014126079559326172, | |
0.014158847808837891, | |
0.014113792419433594, | |
0.01413424015045166, | |
0.014150655746459961, | |
0.014135295867919923, | |
0.01419878387451172, | |
0.014150655746459961, | |
0.014142463684082032 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 68.84003811372185 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.670707512722702e-07, | |
"ram": 9.126793372839965e-08, | |
"gpu": 3.4840403459154525e-07, | |
"total": 6.067427195922151e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1648145.0336513123 | |
} | |
} | |
} | |
} |