IlyasMoutawwakil
HF staff
Upload cuda_training_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
e5b2b15
verified
{ | |
"config": { | |
"name": "cuda_training_transformers_text-classification_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.0.dev20231010+rocm5.7", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "text-classification", | |
"library": "transformers", | |
"model_type": "roberta", | |
"model": "FacebookAI/roberta-base", | |
"processor": "FacebookAI/roberta-base", | |
"device": "cuda", | |
"device_ids": "6", | |
"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": "warn", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7763 64-Core Processor", | |
"cpu_count": 128, | |
"cpu_ram_mb": 1082015.256576, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-101-generic-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]" | |
], | |
"gpu_count": 8, | |
"gpu_vram_mb": 549621596160, | |
"optimum_benchmark_version": "0.4.0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.44.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.34.2", | |
"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": "0.12.0", | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"overall": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1204.109312, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 306227.822592, | |
"max_reserved": 2707.423232, | |
"max_allocated": 2497.900032 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 5, | |
"total": 0.7885212326049804, | |
"mean": 0.15770424652099607, | |
"stdev": 0.22463232193905328, | |
"p50": 0.045545040130615236, | |
"p90": 0.38263302917480474, | |
"p95": 0.4948004928588866, | |
"p99": 0.5845344638061524, | |
"values": [ | |
0.6069679565429688, | |
0.045545040130615236, | |
0.04512472152709961, | |
0.0461306381225586, | |
0.04475287628173828 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 63.40983341034284 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"warmup": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1204.109312, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 306227.822592, | |
"max_reserved": 2707.423232, | |
"max_allocated": 2497.900032 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 2, | |
"total": 0.652512996673584, | |
"mean": 0.326256498336792, | |
"stdev": 0.28071145820617677, | |
"p50": 0.326256498336792, | |
"p90": 0.5508256649017335, | |
"p95": 0.5788968107223511, | |
"p99": 0.6013537273788452, | |
"values": [ | |
0.6069679565429688, | |
0.045545040130615236 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 12.260292194611958 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"train": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1204.109312, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 306227.822592, | |
"max_reserved": 2707.423232, | |
"max_allocated": 2497.900032 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 3, | |
"total": 0.1360082359313965, | |
"mean": 0.04533607864379883, | |
"stdev": 0.0005819855643053366, | |
"p50": 0.04512472152709961, | |
"p90": 0.0459294548034668, | |
"p95": 0.046030046463012696, | |
"p99": 0.04611051979064942, | |
"values": [ | |
0.04512472152709961, | |
0.0461306381225586, | |
0.04475287628173828 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 132.34492659017596 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |