IlyasMoutawwakil
HF staff
Upload cuda_training_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
edc0b41
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": 1082014.482432, | |
| "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": "4.45.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "1.0.0", | |
| "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": "0.13.0", | |
| "peft_commit": null | |
| }, | |
| "print_report": true, | |
| "log_report": true | |
| }, | |
| "report": { | |
| "overall": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1348.702208, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 467401.650176, | |
| "max_reserved": 3919.577088, | |
| "max_allocated": 3695.353344 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.7342732543945313, | |
| 0.07924363708496093, | |
| 0.078568603515625, | |
| 0.07853739929199219, | |
| 0.07850108337402344 | |
| ], | |
| "count": 5, | |
| "total": 1.049123977661133, | |
| "mean": 0.2098247955322266, | |
| "p50": 0.078568603515625, | |
| "p90": 0.4722614074707032, | |
| "p95": 0.6032673309326171, | |
| "p99": 0.7080720697021484, | |
| "stdev": 0.2622243736473504, | |
| "stdev_": 124.97301521596185 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 47.658809697084244 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "warmup": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1348.702208, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 467401.650176, | |
| "max_reserved": 3919.577088, | |
| "max_allocated": 3695.353344 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.7342732543945313, | |
| 0.07924363708496093 | |
| ], | |
| "count": 2, | |
| "total": 0.8135168914794922, | |
| "mean": 0.4067584457397461, | |
| "p50": 0.4067584457397461, | |
| "p90": 0.6687702926635742, | |
| "p95": 0.7015217735290528, | |
| "p99": 0.7277229582214356, | |
| "stdev": 0.3275148086547852, | |
| "stdev_": 80.5182564947495 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 9.833846209942735 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "train": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1348.702208, | |
| "max_global_vram": 68702.69952, | |
| "max_process_vram": 467401.650176, | |
| "max_reserved": 3919.577088, | |
| "max_allocated": 3695.353344 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.078568603515625, | |
| 0.07853739929199219, | |
| 0.07850108337402344 | |
| ], | |
| "count": 3, | |
| "total": 0.2356070861816406, | |
| "mean": 0.07853569539388021, | |
| "p50": 0.07853739929199219, | |
| "p90": 0.07856236267089844, | |
| "p95": 0.07856548309326172, | |
| "p99": 0.07856797943115235, | |
| "stdev": 2.7591300948618586e-05, | |
| "stdev_": 0.03513217882676137 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 76.3983812699205 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |