IlyasMoutawwakil's picture
Upload cpu_training_transformers_token-classification_microsoft/deberta-v3-base/benchmark.json with huggingface_hub
c29b966 verified
raw
history blame
7.51 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": "1d52d2c35074aaaacac2a8342653779fa0d40c86",
"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": 4366.999552,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
1.3820531060000008,
1.2098317410000163,
1.2131210129999772,
1.2012646329999939,
1.2064787820000333
],
"count": 5,
"total": 6.2127492750000215,
"mean": 1.2425498550000043,
"p50": 1.2098317410000163,
"p90": 1.3144802687999912,
"p95": 1.348266687399996,
"p99": 1.3752958222799998,
"stdev": 0.06986169283334917,
"stdev_": 5.6224458561744335
},
"throughput": {
"unit": "samples/s",
"value": 8.047966815786209
},
"energy": {
"unit": "kWh",
"cpu": 0.000254258154072222,
"ram": 1.0634338830532093e-05,
"gpu": 0,
"total": 0.00026489249290275406
},
"efficiency": {
"unit": "samples/kWh",
"value": 37751.1642191806
}
},
"warmup": {
"memory": {
"unit": "MB",
"max_ram": 4366.999552,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
1.3820531060000008,
1.2098317410000163
],
"count": 2,
"total": 2.591884847000017,
"mean": 1.2959424235000085,
"p50": 1.2959424235000085,
"p90": 1.3648309695000023,
"p95": 1.3734420377500016,
"p99": 1.3803308923500008,
"stdev": 0.08611068249999221,
"stdev_": 6.6446379822515045
},
"throughput": {
"unit": "samples/s",
"value": 3.086556877424403
},
"energy": null,
"efficiency": null
},
"train": {
"memory": {
"unit": "MB",
"max_ram": 4366.999552,
"max_global_vram": null,
"max_process_vram": null,
"max_reserved": null,
"max_allocated": null
},
"latency": {
"unit": "s",
"values": [
1.2131210129999772,
1.2012646329999939,
1.2064787820000333
],
"count": 3,
"total": 3.6208644280000044,
"mean": 1.2069548093333349,
"p50": 1.2064787820000333,
"p90": 1.2117925667999885,
"p95": 1.2124567898999827,
"p99": 1.2129881683799784,
"stdev": 0.004852036561592039,
"stdev_": 0.4020064814416769
},
"throughput": {
"unit": "samples/s",
"value": 4.97118860921903
},
"energy": null,
"efficiency": null
}
}
}