IlyasMoutawwakil
HF staff
Upload cuda_training_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
796e6e3
verified
{ | |
"config": { | |
"name": "cuda_training_transformers_text-generation_openai-community/gpt2", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.2+rocm5.7", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "text-generation", | |
"library": "transformers", | |
"model": "openai-community/gpt2", | |
"processor": "openai-community/gpt2", | |
"device": "cuda", | |
"device_ids": "0", | |
"seed": 42, | |
"inter_op_num_threads": null, | |
"intra_op_num_threads": null, | |
"model_kwargs": {}, | |
"processor_kwargs": {}, | |
"hub_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", | |
"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", | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7763 64-Core Processor", | |
"cpu_count": 128, | |
"cpu_ram_mb": 1082015.236096, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"Advanced Micro Devices, Inc. [AMD/ATI]" | |
], | |
"gpu_count": 1, | |
"gpu_vram_mb": 68702699520, | |
"optimum_benchmark_version": "0.2.0", | |
"optimum_benchmark_commit": "6fd377459e287bb09e9383ba2516b1b2a271a562", | |
"transformers_version": "4.40.2", | |
"transformers_commit": null, | |
"accelerate_version": "0.30.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.27.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "0.9.16", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"overall": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1127.231488, | |
"max_global_vram": 3327.860736, | |
"max_process_vram": 374043.60704, | |
"max_reserved": 2894.06976, | |
"max_allocated": 2506.73664 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 5, | |
"total": 0.7460712356567383, | |
"mean": 0.14921424713134765, | |
"stdev": 0.210200834955134, | |
"p50": 0.04406666946411133, | |
"p90": 0.35960690765380865, | |
"p95": 0.464611254119873, | |
"p99": 0.5486147312927246, | |
"values": [ | |
0.5696156005859375, | |
0.04459386825561523, | |
0.04384106826782227, | |
0.04395402908325195, | |
0.04406666946411133 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 67.01772915288296 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"warmup": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1127.231488, | |
"max_global_vram": 3327.860736, | |
"max_process_vram": 374043.60704, | |
"max_reserved": 2894.06976, | |
"max_allocated": 2506.73664 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 2, | |
"total": 0.6142094688415527, | |
"mean": 0.30710473442077635, | |
"stdev": 0.2625108661651611, | |
"p50": 0.30710473442077635, | |
"p90": 0.5171134273529053, | |
"p95": 0.5433645139694214, | |
"p99": 0.5643653832626343, | |
"values": [ | |
0.5696156005859375, | |
0.04459386825561523 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 13.024872467512798 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"train": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1127.231488, | |
"max_global_vram": 3327.860736, | |
"max_process_vram": 374043.60704, | |
"max_reserved": 2894.06976, | |
"max_allocated": 2506.73664 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 3, | |
"total": 0.13186176681518555, | |
"mean": 0.043953922271728514, | |
"stdev": 9.210133367941325e-05, | |
"p50": 0.04395402908325195, | |
"p90": 0.04404414138793945, | |
"p95": 0.04405540542602539, | |
"p99": 0.04406441665649414, | |
"values": [ | |
0.04384106826782227, | |
0.04395402908325195, | |
0.04406666946411133 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 136.50658894346827 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |