IlyasMoutawwakil
HF staff
Upload cpu_training_transformers_image-classification_google/vit-base-patch16-224/benchmark.json with huggingface_hub
a7929f9
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": 16766.767104, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.15", | |
"optimum_benchmark_version": "0.5.0", | |
"optimum_benchmark_commit": "d070104543478b722db56ba828611524c5fbdbb5", | |
"transformers_version": "4.45.1", | |
"transformers_commit": null, | |
"accelerate_version": "0.34.2", | |
"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 | |
} | |
}, | |
"report": { | |
"overall": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 2479.32928, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 5, | |
"total": 7.771828040999992, | |
"mean": 1.5543656081999984, | |
"stdev": 0.05626698184294867, | |
"p50": 1.5286307139999735, | |
"p90": 1.6124297034000166, | |
"p95": 1.639545731200019, | |
"p99": 1.661238553440021, | |
"values": [ | |
1.6666617590000214, | |
1.5201769239999976, | |
1.5286307139999735, | |
1.5252770239999904, | |
1.531081620000009 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 6.433492832860795 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 0.00031731346317222285, | |
"ram": 1.3271571642771934e-05, | |
"gpu": 0, | |
"total": 0.0003305850348149948 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 30249.403169736033 | |
} | |
}, | |
"warmup": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 2479.32928, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 2, | |
"total": 3.186838683000019, | |
"mean": 1.5934193415000095, | |
"stdev": 0.07324241750001192, | |
"p50": 1.5934193415000095, | |
"p90": 1.652013275500019, | |
"p95": 1.6593375172500202, | |
"p99": 1.6651969106500213, | |
"values": [ | |
1.6666617590000214, | |
1.5201769239999976 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 2.51032474366383 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"train": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 2479.32928, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"count": 3, | |
"total": 4.584989357999973, | |
"mean": 1.528329785999991, | |
"stdev": 0.00237925085222752, | |
"p50": 1.5286307139999735, | |
"p90": 1.530591438800002, | |
"p95": 1.5308365294000055, | |
"p99": 1.5310326018800082, | |
"values": [ | |
1.5286307139999735, | |
1.5252770239999904, | |
1.531081620000009 | |
] | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 3.9258542593110435 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |