
IlyasMoutawwakil
HF staff
Upload cuda_training_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
bbb9267
verified
{ | |
"config": { | |
"name": "cuda_training_transformers_fill-mask_google-bert/bert-base-uncased", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.4.1+cu124", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "fill-mask", | |
"library": "transformers", | |
"model_type": "bert", | |
"model": "google-bert/bert-base-uncased", | |
"processor": "google-bert/bert-base-uncased", | |
"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": 1298.796544, | |
"max_global_vram": 3176.660992, | |
"max_process_vram": 0.0, | |
"max_reserved": 2520.776704, | |
"max_allocated": 2211.86048 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.33983181762695314, | |
0.04335001754760742, | |
0.042310657501220705, | |
0.04198297500610351, | |
0.042375137329101566 | |
], | |
"count": 5, | |
"total": 0.5098506050109863, | |
"mean": 0.10197012100219727, | |
"p50": 0.042375137329101566, | |
"p90": 0.22123909759521487, | |
"p95": 0.28053545761108395, | |
"p99": 0.3279725456237793, | |
"stdev": 0.11893172377394669, | |
"stdev_": 116.63389491455436 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 98.06794286126735 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 1.0201636816667264e-05, | |
"ram": 5.570433549418584e-06, | |
"gpu": 1.7547791816000056e-05, | |
"total": 3.33198621820859e-05 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 300121.28937845374 | |
} | |
}, | |
"warmup": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1298.796544, | |
"max_global_vram": 3176.660992, | |
"max_process_vram": 0.0, | |
"max_reserved": 2520.776704, | |
"max_allocated": 2211.86048 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.33983181762695314, | |
0.04335001754760742 | |
], | |
"count": 2, | |
"total": 0.38318183517456056, | |
"mean": 0.19159091758728028, | |
"p50": 0.19159091758728028, | |
"p90": 0.31018363761901857, | |
"p95": 0.32500772762298585, | |
"p99": 0.3368669996261597, | |
"stdev": 0.14824090003967286, | |
"stdev_": 77.37365732493082 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 20.877816393242014 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"train": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1298.796544, | |
"max_global_vram": 3176.660992, | |
"max_process_vram": 0.0, | |
"max_reserved": 2520.776704, | |
"max_allocated": 2211.86048 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.042310657501220705, | |
0.04198297500610351, | |
0.042375137329101566 | |
], | |
"count": 3, | |
"total": 0.12666876983642578, | |
"mean": 0.04222292327880859, | |
"p50": 0.042310657501220705, | |
"p90": 0.04236224136352539, | |
"p95": 0.04236868934631348, | |
"p99": 0.04237384773254395, | |
"stdev": 0.00017169894628195538, | |
"stdev_": 0.40664864710617976 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 142.10290368529175 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |