{ "config": { "name": "cpu_training_transformers_fill-mask_google-bert/bert-base-uncased", "backend": { "name": "pytorch", "version": "2.3.0+cpu", "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", "task": "fill-mask", "model": "google-bert/bert-base-uncased", "library": "transformers", "device": "cpu", "device_ids": null, "seed": 42, "inter_op_num_threads": null, "intra_op_num_threads": null, "hub_kwargs": { "revision": "main", "force_download": false, "local_files_only": false, "trust_remote_code": false }, "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": 16757.342208, "system": "Linux", "machine": "x86_64", "platform": "Linux-6.5.0-1018-azure-x86_64-with-glibc2.35", "processor": "x86_64", "python_version": "3.10.14", "optimum_benchmark_version": "0.2.0", "optimum_benchmark_commit": "a1b82bb7f67b3f3680a50df8b7281faa4fcbf3b9", "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": "0.9.16", "timm_commit": null, "peft_version": null, "peft_commit": null } }, "report": { "overall": { "memory": { "unit": "MB", "max_ram": 2479.300608, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 5, "total": 2.9017658429999926, "mean": 0.5803531685999985, "stdev": 0.04253251912048673, "p50": 0.5568900810000059, "p90": 0.6292925844000024, "p95": 0.6461623612000039, "p99": 0.6596581826400052, "values": [ 0.6630321380000055, 0.5518881360000023, 0.5568900810000059, 0.5512722339999812, 0.5786832539999978 ] }, "throughput": { "unit": "samples/s", "value": 17.230887227036714 }, "energy": null, "efficiency": null }, "warmup": { "memory": { "unit": "MB", "max_ram": 2479.300608, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 2, "total": 1.2149202740000078, "mean": 0.6074601370000039, "stdev": 0.05557200100000159, "p50": 0.6074601370000039, "p90": 0.6519177378000052, "p95": 0.6574749379000053, "p99": 0.6619206979800054, "values": [ 0.6630321380000055, 0.5518881360000023 ] }, "throughput": { "unit": "samples/s", "value": 6.584794221649435 }, "energy": null, "efficiency": null }, "train": { "memory": { "unit": "MB", "max_ram": 2479.300608, "max_global_vram": null, "max_process_vram": null, "max_reserved": null, "max_allocated": null }, "latency": { "unit": "s", "count": 3, "total": 1.6868455689999848, "mean": 0.5622818563333283, "stdev": 0.01182213842173784, "p50": 0.5568900810000059, "p90": 0.5743246193999993, "p95": 0.5765039366999986, "p99": 0.578247390539998, "values": [ 0.5568900810000059, 0.5512722339999812, 0.5786832539999978 ] }, "throughput": { "unit": "samples/s", "value": 10.670804921799075 }, "energy": null, "efficiency": null } } }