IlyasMoutawwakil's picture
Upload cpu_training_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
1a2a9b8 verified
raw
history blame
7.52 kB
{
"config": {
"name": "cpu_training_transformers_token-classification_microsoft/deberta-v3-base",
"backend": {
"name": "pytorch",
"version": "2.4.1+cpu",
"_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": "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": 16766.7712,
"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": "39d0314f9cf4240111640faabd3741cc6d1a4aa3",
"transformers_version": "4.44.2",
"transformers_commit": null,
"accelerate_version": "0.34.2",
"accelerate_commit": null,
"diffusers_version": "0.30.3",
"diffusers_commit": null,
"optimum_version": "1.22.0",
"optimum_commit": null,
"timm_version": "1.0.9",
"timm_commit": null,
"peft_version": null,
"peft_commit": null
}
},
"report": {
"overall": {
"memory": {
"unit": "MB",
"max_ram": 4468.076544,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
1.3909188930000482,
1.2900027529999534,
1.2817253780000328,
1.2599042520000694,
1.2808120920000192
],
"count": 5,
"total": 6.503363368000123,
"mean": 1.3006726736000247,
"p50": 1.2817253780000328,
"p90": 1.3505524370000104,
"p95": 1.3707356650000293,
"p99": 1.3868822474000444,
"stdev": 0.04620332073218258,
"stdev_": 3.5522635071820345
},
"throughput": {
"unit": "samples/s",
"value": 7.688329433662832
},
"energy": {
"unit": "kWh",
"cpu": 0.00026610062550555606,
"ram": 1.1129497118243988e-05,
"gpu": 0,
"total": 0.00027723012262380006
},
"efficiency": {
"unit": "samples/kWh",
"value": 36071.1163179405
}
},
"warmup": {
"memory": {
"unit": "MB",
"max_ram": 4468.076544,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
1.3909188930000482,
1.2900027529999534
],
"count": 2,
"total": 2.6809216460000016,
"mean": 1.3404608230000008,
"p50": 1.3404608230000008,
"p90": 1.3808272790000387,
"p95": 1.3858730860000434,
"p99": 1.3899097316000473,
"stdev": 0.05045807000004743,
"stdev_": 3.764233100607924
},
"throughput": {
"unit": "samples/s",
"value": 2.9840484192949797
},
"energy": null,
"efficiency": null
},
"train": {
"memory": {
"unit": "MB",
"max_ram": 4468.076544,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
1.2817253780000328,
1.2599042520000694,
1.2808120920000192
],
"count": 3,
"total": 3.8224417220001214,
"mean": 1.2741472406667071,
"p50": 1.2808120920000192,
"p90": 1.28154272080003,
"p95": 1.2816340494000316,
"p99": 1.2817071122800325,
"stdev": 0.010078213050864851,
"stdev_": 0.7909771123148491
},
"throughput": {
"unit": "samples/s",
"value": 4.709031898747004
},
"energy": null,
"efficiency": null
}
}
}