IlyasMoutawwakil
HF staff
Upload cuda_training_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
21208e9
verified
{ | |
"config": { | |
"name": "cuda_training_transformers_token-classification_microsoft/deberta-v3-base", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+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": "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": "0.30.2", | |
"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": 1302.331392, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 435373.34272, | |
"max_reserved": 3919.577088, | |
"max_allocated": 3695.353344 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 5, | |
"total": 0.938656578063965, | |
"mean": 0.187731315612793, | |
"stdev": 0.22764322306224383, | |
"p50": 0.07314456939697266, | |
"p90": 0.41675383300781255, | |
"p95": 0.5298786254882812, | |
"p99": 0.6203784594726562, | |
"values": [ | |
0.64300341796875, | |
0.07314456939697266, | |
0.0723612060546875, | |
0.07276792907714844, | |
0.07737945556640625 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 53.26761796431233 | |
}, | |
"energy": null, | |
"efficiency": null, | |
"measures": null | |
}, | |
"warmup": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1302.331392, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 435373.34272, | |
"max_reserved": 3919.577088, | |
"max_allocated": 3695.353344 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 2, | |
"total": 0.7161479873657227, | |
"mean": 0.35807399368286136, | |
"stdev": 0.2849294242858887, | |
"p50": 0.35807399368286136, | |
"p90": 0.5860175331115723, | |
"p95": 0.6145104755401611, | |
"p99": 0.6373048294830322, | |
"values": [ | |
0.64300341796875, | |
0.07314456939697266 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 11.170875491010152 | |
}, | |
"energy": null, | |
"efficiency": null, | |
"measures": null | |
}, | |
"train": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1302.331392, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 435373.34272, | |
"max_reserved": 3919.577088, | |
"max_allocated": 3695.353344 | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 3, | |
"total": 0.2225085906982422, | |
"mean": 0.0741695302327474, | |
"stdev": 0.0022758253286809505, | |
"p50": 0.07276792907714844, | |
"p90": 0.0764571502685547, | |
"p95": 0.07691830291748047, | |
"p99": 0.0772872250366211, | |
"values": [ | |
0.0723612060546875, | |
0.07276792907714844, | |
0.07737945556640625 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 80.89575302919843 | |
}, | |
"energy": null, | |
"efficiency": null, | |
"measures": null | |
} | |
} | |
} |