IlyasMoutawwakil's picture
Upload cpu_training_transformers_image-classification_google/vit-base-patch16-224/benchmark.json with huggingface_hub
4898de4 verified
raw
history blame
7.58 kB
{
"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": 16757.342208,
"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.dev0",
"optimum_benchmark_commit": "7ffe238595accfa23cec805a79b45774709f8550",
"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": 2583.01952,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
1.6382192420000479,
1.5201047740000035,
1.5210750159999975,
1.5028846370000224,
1.5458016979999911
],
"count": 5,
"total": 7.728085367000062,
"mean": 1.5456170734000125,
"p50": 1.5210750159999975,
"p90": 1.6012522244000251,
"p95": 1.6197357332000366,
"p99": 1.6345225402400456,
"stdev": 0.04827928507849473,
"stdev_": 3.123625243883408
},
"throughput": {
"unit": "samples/s",
"value": 6.46990782652409
},
"energy": {
"unit": "kWh",
"cpu": 0.0003114549746777777,
"ram": 1.301923017690926e-05,
"gpu": 0,
"total": 0.0003244742048546869
},
"efficiency": {
"unit": "samples/kWh",
"value": 30819.090856477844
}
},
"warmup": {
"memory": {
"unit": "MB",
"max_ram": 2583.01952,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
1.6382192420000479,
1.5201047740000035
],
"count": 2,
"total": 3.1583240160000514,
"mean": 1.5791620080000257,
"p50": 1.5791620080000257,
"p90": 1.6264077952000435,
"p95": 1.6323135186000457,
"p99": 1.6370380973200473,
"stdev": 0.05905723400002216,
"stdev_": 3.7397831065361595
},
"throughput": {
"unit": "samples/s",
"value": 2.5329890028610254
},
"energy": null,
"efficiency": null
},
"train": {
"memory": {
"unit": "MB",
"max_ram": 2583.01952,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
1.5210750159999975,
1.5028846370000224,
1.5458016979999911
],
"count": 3,
"total": 4.569761351000011,
"mean": 1.5232537836666704,
"p50": 1.5210750159999975,
"p90": 1.5408563615999924,
"p95": 1.5433290297999918,
"p99": 1.5453071643599912,
"stdev": 0.017588420482953424,
"stdev_": 1.1546612042949143
},
"throughput": {
"unit": "samples/s",
"value": 3.9389365477610814
},
"energy": null,
"efficiency": null
}
}
}