IlyasMoutawwakil
HF staff
Upload cpu_training_transformers_image-classification_google/vit-base-patch16-224/benchmark.json with huggingface_hub
d140bfe
verified
| { | |
| "config": { | |
| "name": "cpu_training_transformers_image-classification_google/vit-base-patch16-224", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+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": 16757.342208, | |
| "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", | |
| "optimum_benchmark_commit": "0482e71303c5bdcabeb9c58b677342ae335717ac", | |
| "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": null, | |
| "peft_commit": null | |
| }, | |
| "print_report": true, | |
| "log_report": true | |
| }, | |
| "report": { | |
| "overall": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 2495.946752, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 1.6821531430000505, | |
| 1.5165195540000695, | |
| 1.5482397450000462, | |
| 1.5527474009999196, | |
| 1.5384577780000654 | |
| ], | |
| "count": 5, | |
| "total": 7.838117621000151, | |
| "mean": 1.5676235242000303, | |
| "p50": 1.5482397450000462, | |
| "p90": 1.630390846199998, | |
| "p95": 1.6562719946000244, | |
| "p99": 1.6769769133200452, | |
| "stdev": 0.058611125294803515, | |
| "stdev_": 3.738852115319793 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 6.3790826340801905 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 0.0003210662084388926, | |
| "ram": 1.3421026733963409e-05, | |
| "gpu": 0, | |
| "total": 0.000334487235172856 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 29896.507096398487 | |
| } | |
| }, | |
| "warmup": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 2495.946752, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 1.6821531430000505, | |
| 1.5165195540000695 | |
| ], | |
| "count": 2, | |
| "total": 3.19867269700012, | |
| "mean": 1.59933634850006, | |
| "p50": 1.59933634850006, | |
| "p90": 1.6655897841000524, | |
| "p95": 1.6738714635500513, | |
| "p99": 1.6804968071100506, | |
| "stdev": 0.08281679449999046, | |
| "stdev_": 5.178197480327407 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 2.50103738575779 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "train": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 2495.946752, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 1.5482397450000462, | |
| 1.5527474009999196, | |
| 1.5384577780000654 | |
| ], | |
| "count": 3, | |
| "total": 4.639444924000031, | |
| "mean": 1.5464816413333438, | |
| "p50": 1.5482397450000462, | |
| "p90": 1.5518458697999449, | |
| "p95": 1.5522966353999323, | |
| "p99": 1.552657247879922, | |
| "stdev": 0.005964703275472284, | |
| "stdev_": 0.3856950587741632 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 3.8797744762278117 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |