
IlyasMoutawwakil
HF staff
Upload cuda_inference_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
d92c415
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": {}, | |
"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", | |
"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": "0.32.1", | |
"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": { | |
"forward": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 982.654976, | |
"max_global_vram": 1434.976256, | |
"max_process_vram": 0.0, | |
"max_reserved": 794.820608, | |
"max_allocated": 753.607168 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 74, | |
"total": 1.0009302740097046, | |
"mean": 0.013526084783914927, | |
"stdev": 0.0003743763872745608, | |
"p50": 0.013384704113006591, | |
"p90": 0.013966624164581299, | |
"p95": 0.014142054605484008, | |
"p99": 0.015228067684173584, | |
"values": [ | |
0.01407795238494873, | |
0.015234047889709473, | |
0.014339072227478027, | |
0.01408614444732666, | |
0.013557760238647461, | |
0.013416447639465333, | |
0.013621248245239258, | |
0.013279232025146484, | |
0.013232128143310547, | |
0.013379584312438965, | |
0.013542400360107423, | |
0.013356032371520997, | |
0.013336576461791993, | |
0.013749247550964355, | |
0.013454336166381836, | |
0.013443072319030762, | |
0.013403136253356934, | |
0.013369343757629394, | |
0.013338624000549316, | |
0.013304832458496094, | |
0.013239295959472656, | |
0.013606911659240722, | |
0.013421567916870117, | |
0.013570048332214356, | |
0.01357209587097168, | |
0.01334172821044922, | |
0.013422592163085938, | |
0.013462528228759766, | |
0.013494272232055664, | |
0.0135895357131958, | |
0.013312000274658203, | |
0.013493247985839844, | |
0.013283328056335449, | |
0.013298656463623047, | |
0.013223967552185058, | |
0.013419487953186034, | |
0.013751296043395997, | |
0.014009344100952148, | |
0.015225855827331543, | |
0.014016511917114258, | |
0.014245887756347657, | |
0.013866944313049316, | |
0.013857791900634766, | |
0.013351936340332032, | |
0.013287424087524414, | |
0.013218815803527833, | |
0.013325311660766602, | |
0.013389823913574218, | |
0.01376460838317871, | |
0.013614080429077148, | |
0.01335091209411621, | |
0.013424639701843261, | |
0.01364684772491455, | |
0.013365247726440429, | |
0.013379584312438965, | |
0.013371392250061035, | |
0.013326335906982421, | |
0.0132925443649292, | |
0.013290495872497558, | |
0.013342720031738281, | |
0.013608960151672364, | |
0.013273088455200196, | |
0.013306879997253418, | |
0.01333350372314453, | |
0.013338624000549316, | |
0.013348863601684571, | |
0.013348863601684571, | |
0.013416447639465333, | |
0.013507583618164062, | |
0.013308927536010743, | |
0.013294591903686523, | |
0.013279232025146484, | |
0.013305855751037597, | |
0.013270015716552735 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 73.93122370408244 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.535737573930681e-07, | |
"ram": 8.395961256333168e-08, | |
"gpu": 3.295301781538397e-07, | |
"total": 5.670635481102394e-07 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1763470.7844165573 | |
} | |
} | |
} | |
} |