IlyasMoutawwakil
HF staff
Upload cuda_training_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
2a8f950
verified
{ | |
"config": { | |
"name": "cuda_training_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.2.2+rocm5.7", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "token-classification", | |
"library": "transformers", | |
"model_type": "deberta-v2", | |
"model": "microsoft/deberta-v3-base", | |
"processor": "microsoft/deberta-v3-base", | |
"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", | |
"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 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": "0.3.1", | |
"optimum_benchmark_commit": "bc46022225a5818a4648ee2abeffdd38c4a9b291", | |
"transformers_version": "4.42.4", | |
"transformers_commit": null, | |
"accelerate_version": "0.32.1", | |
"accelerate_commit": null, | |
"diffusers_version": "0.29.2", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.7", | |
"timm_commit": null, | |
"peft_version": null, | |
"peft_commit": null | |
} | |
}, | |
"report": { | |
"overall": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1152.892928, | |
"max_global_vram": 4373.241856, | |
"max_process_vram": 475047.563264, | |
"max_reserved": 3919.577088, | |
"max_allocated": 3695.353344 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 5, | |
"total": 0.9056913986206054, | |
"mean": 0.18113827972412108, | |
"stdev": 0.2050965281184627, | |
"p50": 0.07983316802978516, | |
"p90": 0.38689257812500005, | |
"p95": 0.4891074218749999, | |
"p99": 0.5708792968749999, | |
"values": [ | |
0.591322265625, | |
0.080248046875, | |
0.07983316802978516, | |
0.07778611755371094, | |
0.07650180053710938 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 55.20644236673934 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"warmup": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1152.892928, | |
"max_global_vram": 4373.241856, | |
"max_process_vram": 475047.563264, | |
"max_reserved": 3919.577088, | |
"max_allocated": 3695.353344 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 2, | |
"total": 0.6715703125, | |
"mean": 0.33578515625, | |
"stdev": 0.255537109375, | |
"p50": 0.33578515625, | |
"p90": 0.5402148437500001, | |
"p95": 0.5657685546875, | |
"p99": 0.5862115234375, | |
"values": [ | |
0.591322265625, | |
0.080248046875 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 11.912378869487325 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"train": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1152.892928, | |
"max_global_vram": 4373.241856, | |
"max_process_vram": 475047.563264, | |
"max_reserved": 3919.577088, | |
"max_allocated": 3695.353344 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 3, | |
"total": 0.23412108612060545, | |
"mean": 0.07804036204020182, | |
"stdev": 0.001371855808020042, | |
"p50": 0.07778611755371094, | |
"p90": 0.07942375793457031, | |
"p95": 0.07962846298217774, | |
"p99": 0.07979222702026367, | |
"values": [ | |
0.07983316802978516, | |
0.07778611755371094, | |
0.07650180053710938 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 76.88329273650925 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |