IlyasMoutawwakil
HF staff
Upload cpu_training_transformers_image-classification_google/vit-base-patch16-224/benchmark.json with huggingface_hub
6ef1b20
verified
| { | |
| "config": { | |
| "name": "cpu_training_transformers_image-classification_google/vit-base-patch16-224", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.5.1+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "image-classification", | |
| "library": "transformers", | |
| "model_type": "vit", | |
| "model": "google/vit-base-patch16-224", | |
| "processor": "google/vit-base-patch16-224", | |
| "device": "cpu", | |
| "device_ids": null, | |
| "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": true | |
| }, | |
| "launcher": { | |
| "name": "process", | |
| "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher", | |
| "device_isolation": false, | |
| "device_isolation_action": null, | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 4, | |
| "cpu_ram_mb": 16757.338112, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.5.0-1025-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.15", | |
| "optimum_benchmark_version": "0.5.0.dev0", | |
| "optimum_benchmark_commit": "7f5d48690ca4e72398f773487e70a5e7bfdf8cfd", | |
| "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": "1.0.11", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| }, | |
| "print_report": true, | |
| "log_report": true | |
| }, | |
| "report": { | |
| "overall": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 2583.392256, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 1.7247327709999922, | |
| 1.5342602150000175, | |
| 1.5386704070000405, | |
| 1.5276210279999987, | |
| 1.5256324179999865 | |
| ], | |
| "count": 5, | |
| "total": 7.8509168390000355, | |
| "mean": 1.570183367800007, | |
| "p50": 1.5342602150000175, | |
| "p90": 1.6503078254000116, | |
| "p95": 1.687520298200002, | |
| "p99": 1.7172902764399942, | |
| "stdev": 0.07741498244174513, | |
| "stdev_": 4.930314766370994 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 6.368682922690143 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 0.0003174032773333342, | |
| "ram": 1.3267892701117163e-05, | |
| "gpu": 0, | |
| "total": 0.00033067117003445135 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 30241.523622873257 | |
| } | |
| }, | |
| "warmup": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 2583.392256, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 1.7247327709999922, | |
| 1.5342602150000175 | |
| ], | |
| "count": 2, | |
| "total": 3.2589929860000098, | |
| "mean": 1.6294964930000049, | |
| "p50": 1.6294964930000049, | |
| "p90": 1.7056855153999948, | |
| "p95": 1.7152091431999934, | |
| "p99": 1.7228280454399925, | |
| "stdev": 0.09523627799998735, | |
| "stdev_": 5.844521814505499 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 2.4547460011010824 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "train": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 2583.392256, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 1.5386704070000405, | |
| 1.5276210279999987, | |
| 1.5256324179999865 | |
| ], | |
| "count": 3, | |
| "total": 4.591923853000026, | |
| "mean": 1.530641284333342, | |
| "p50": 1.5276210279999987, | |
| "p90": 1.5364605312000321, | |
| "p95": 1.5375654691000364, | |
| "p99": 1.5384494194200398, | |
| "stdev": 0.005735198370920139, | |
| "stdev_": 0.37469251807212667 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 3.919925629481012 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |