
IlyasMoutawwakil
HF staff
Upload cuda_training_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
043435d
verified
{ | |
"config": { | |
"name": "cuda_training_transformers_multiple-choice_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.1+cu124", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "multiple-choice", | |
"library": "transformers", | |
"model_type": "roberta", | |
"model": "FacebookAI/roberta-base", | |
"processor": "FacebookAI/roberta-base", | |
"device": "cuda", | |
"device_ids": "0", | |
"seed": 42, | |
"inter_op_num_threads": null, | |
"intra_op_num_threads": null, | |
"model_kwargs": {}, | |
"processor_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": "training", | |
"_target_": "optimum_benchmark.scenarios.training.scenario.TrainingScenario", | |
"max_steps": 5, | |
"warmup_steps": 2, | |
"dataset_shapes": { | |
"dataset_size": 500, | |
"sequence_length": 16, | |
"num_choices": 1 | |
}, | |
"training_arguments": { | |
"per_device_train_batch_size": 2, | |
"gradient_accumulation_steps": 1, | |
"output_dir": "./trainer_output", | |
"evaluation_strategy": "no", | |
"eval_strategy": "no", | |
"save_strategy": "no", | |
"do_train": true, | |
"use_cpu": false, | |
"max_steps": 5, | |
"do_eval": false, | |
"do_predict": false, | |
"report_to": "none", | |
"skip_memory_metrics": true, | |
"ddp_find_unused_parameters": false | |
}, | |
"latency": true, | |
"memory": true, | |
"energy": true | |
}, | |
"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": 66697.261056, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.10.225-213.878.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": "0.5.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.45.2", | |
"transformers_commit": null, | |
"accelerate_version": "1.0.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.3", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.9", | |
"timm_commit": null, | |
"peft_version": "0.13.0", | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"overall": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1336.467456, | |
"max_global_vram": 3384.27904, | |
"max_process_vram": 0.0, | |
"max_reserved": 2728.394752, | |
"max_allocated": 2516.23424 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.3566827392578125, | |
0.04652134323120117, | |
0.04496384048461914, | |
0.04509900665283203, | |
0.045174785614013675 | |
], | |
"count": 5, | |
"total": 0.5384417152404786, | |
"mean": 0.10768834304809571, | |
"p50": 0.045174785614013675, | |
"p90": 0.232618180847168, | |
"p95": 0.2946504600524902, | |
"p99": 0.34427628341674804, | |
"stdev": 0.1244984693285349, | |
"stdev_": 115.60997764904921 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 92.86056147724183 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.0591205664583629e-05, | |
"ram": 5.784316477557903e-06, | |
"gpu": 1.7661125240000207e-05, | |
"total": 3.403664738214174e-05 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 293800.96951754345 | |
} | |
}, | |
"warmup": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1336.467456, | |
"max_global_vram": 3384.27904, | |
"max_process_vram": 0.0, | |
"max_reserved": 2728.394752, | |
"max_allocated": 2516.23424 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.3566827392578125, | |
0.04652134323120117 | |
], | |
"count": 2, | |
"total": 0.4032040824890137, | |
"mean": 0.20160204124450684, | |
"p50": 0.20160204124450684, | |
"p90": 0.3256665996551514, | |
"p95": 0.34117466945648195, | |
"p99": 0.35358112529754643, | |
"stdev": 0.15508069801330568, | |
"stdev_": 76.92417053715286 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 19.84106894606649 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"train": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1336.467456, | |
"max_global_vram": 3384.27904, | |
"max_process_vram": 0.0, | |
"max_reserved": 2728.394752, | |
"max_allocated": 2516.23424 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.04496384048461914, | |
0.04509900665283203, | |
0.045174785614013675 | |
], | |
"count": 3, | |
"total": 0.13523763275146483, | |
"mean": 0.045079210917154944, | |
"p50": 0.04509900665283203, | |
"p90": 0.04515962982177735, | |
"p95": 0.04516720771789551, | |
"p99": 0.04517327003479004, | |
"stdev": 8.724817196582316e-05, | |
"stdev_": 0.1935441419464172 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 133.09904672081768 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |