{ "config": { "name": "cpu_training_transformers_token-classification_microsoft/deberta-v3-base", "backend": { "name": "pytorch", "version": "2.3.0+cpu", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "token-classification", "library": "transformers", "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": {}, "hub_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", "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": false }, "launcher": { "name": "process", "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher", "device_isolation": false, "device_isolation_action": "error", "start_method": "spawn" }, "environment": { "cpu": " AMD EPYC 7763 64-Core Processor", "cpu_count": 4, "cpu_ram_mb": 16757.354496, "system": "Linux", "machine": "x86_64", "platform": "Linux-6.5.0-1021-azure-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.14", "optimum_benchmark_version": "0.2.1", "optimum_benchmark_commit": "48414f58841d7ba7c7fd42d74fd524d1d23c3081", "transformers_version": "4.40.2", "transformers_commit": null, "accelerate_version": "0.30.1", "accelerate_commit": null, "diffusers_version": "0.27.2", "diffusers_commit": null, "optimum_version": null, "optimum_commit": null, "timm_version": "1.0.3", "timm_commit": null, "peft_version": null, "peft_commit": null } }, "report": { "overall": { "memory": { "unit": "MB", "max_ram": 4386.394112, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 5, "total": 5.9914248859999475, "mean": 1.1982849771999895, "stdev": 0.07756079106536314, "p50": 1.1677576139999815, "p90": 1.2812875688000076, "p95": 1.316533792400014, "p99": 1.3447307712800194, "values": [ 1.3517800160000206, 1.1755488979999882, 1.143393251999953, 1.1529451060000042, 1.1677576139999815 ] }, "throughput": { "unit": "samples/s", "value": 8.345260259681146 }, "energy": null, "efficiency": null }, "warmup": { "memory": { "unit": "MB", "max_ram": 4386.394112, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 2, "total": 2.527328914000009, "mean": 1.2636644570000044, "stdev": 0.08811555900001622, "p50": 1.2636644570000044, "p90": 1.3341569042000174, "p95": 1.342968460100019, "p99": 1.3500177048200204, "values": [ 1.3517800160000206, 1.1755488979999882 ] }, "throughput": { "unit": "samples/s", "value": 3.1653972522865588 }, "energy": null, "efficiency": null }, "train": { "memory": { "unit": "MB", "max_ram": 4386.394112, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 3, "total": 3.4640959719999387, "mean": 1.154698657333313, "stdev": 0.01002369661106517, "p50": 1.1529451060000042, "p90": 1.164795112399986, "p95": 1.1662763631999837, "p99": 1.167461363839982, "values": [ 1.143393251999953, 1.1529451060000042, 1.1677576139999815 ] }, "throughput": { "unit": "samples/s", "value": 5.196160887427145 }, "energy": null, "efficiency": null } } }