
IlyasMoutawwakil
HF staff
Upload cuda_training_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
9d45987
verified
{ | |
"config": { | |
"name": "cuda_training_transformers_multiple-choice_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.0+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": false | |
}, | |
"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-5.10.223-212.873.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": "0.4.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.44.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.33.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.30.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.9", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"overall": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1297.89952, | |
"max_global_vram": 3379.03616, | |
"max_process_vram": 0.0, | |
"max_reserved": 2730.491904, | |
"max_allocated": 2516.23424 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 5, | |
"total": 0.5507563667297363, | |
"mean": 0.11015127334594725, | |
"stdev": 0.1176012732035738, | |
"p50": 0.05176627349853516, | |
"p90": 0.22797107849121095, | |
"p95": 0.28666164093017577, | |
"p99": 0.33361409088134764, | |
"values": [ | |
0.34535220336914063, | |
0.05176627349853516, | |
0.05078835296630859, | |
0.050950145721435545, | |
0.051899391174316405 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 90.78424330686983 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"warmup": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1297.89952, | |
"max_global_vram": 3379.03616, | |
"max_process_vram": 0.0, | |
"max_reserved": 2730.491904, | |
"max_allocated": 2516.23424 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 2, | |
"total": 0.39711847686767576, | |
"mean": 0.19855923843383788, | |
"stdev": 0.14679296493530272, | |
"p50": 0.19855923843383788, | |
"p90": 0.31599361038208007, | |
"p95": 0.33067290687561035, | |
"p99": 0.3424163440704346, | |
"values": [ | |
0.34535220336914063, | |
0.05176627349853516 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 20.145121584623947 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"train": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1297.89952, | |
"max_global_vram": 3379.03616, | |
"max_process_vram": 0.0, | |
"max_reserved": 2730.491904, | |
"max_allocated": 2516.23424 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 3, | |
"total": 0.15363788986206053, | |
"mean": 0.05121262995402018, | |
"stdev": 0.0004900849954718482, | |
"p50": 0.050950145721435545, | |
"p90": 0.051709542083740234, | |
"p95": 0.051804466629028316, | |
"p99": 0.051880406265258784, | |
"values": [ | |
0.05078835296630859, | |
0.050950145721435545, | |
0.051899391174316405 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 117.15859945851115 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |