IlyasMoutawwakil
HF staff
Upload cuda_training_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
eb772a8
verified
{ | |
"config": { | |
"name": "cuda_training_transformers_text-classification_FacebookAI/roberta-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+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": "5", | |
"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": 1082014.490624, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-122-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": "0.5.0.dev0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.46.3", | |
"transformers_commit": null, | |
"accelerate_version": "1.1.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.31.0", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.12", | |
"timm_commit": null, | |
"peft_version": "0.13.2", | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"overall": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1332.617216, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 295215.57504, | |
"max_reserved": 2707.423232, | |
"max_allocated": 2497.900032 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.5911963500976563, | |
0.04413899993896484, | |
0.04334364318847656, | |
0.04334060287475586, | |
0.04339020538330078 | |
], | |
"count": 5, | |
"total": 0.7654098014831543, | |
"mean": 0.15308196029663085, | |
"p50": 0.04339020538330078, | |
"p90": 0.3723734100341798, | |
"p95": 0.4817848800659179, | |
"p99": 0.5693140560913086, | |
"stdev": 0.2190574043618286, | |
"stdev_": 143.09811811748128 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 65.3244835682973 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"warmup": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1332.617216, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 295215.57504, | |
"max_reserved": 2707.423232, | |
"max_allocated": 2497.900032 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.5911963500976563, | |
0.04413899993896484 | |
], | |
"count": 2, | |
"total": 0.6353353500366211, | |
"mean": 0.31766767501831056, | |
"p50": 0.31766767501831056, | |
"p90": 0.5364906150817871, | |
"p95": 0.5638434825897216, | |
"p99": 0.5857257765960693, | |
"stdev": 0.2735286750793457, | |
"stdev_": 86.10529071413367 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 12.591775350669336 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"train": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1332.617216, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 295215.57504, | |
"max_reserved": 2707.423232, | |
"max_allocated": 2497.900032 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.04334364318847656, | |
0.04334060287475586, | |
0.04339020538330078 | |
], | |
"count": 3, | |
"total": 0.13007445144653318, | |
"mean": 0.043358150482177726, | |
"p50": 0.04334364318847656, | |
"p90": 0.04338089294433594, | |
"p95": 0.04338554916381836, | |
"p99": 0.0433892741394043, | |
"stdev": 2.2700196642119732e-05, | |
"stdev_": 0.0523550852369743 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 138.38228645076285 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |