IlyasMoutawwakil
HF staff
Upload cpu_training_transformers_fill-mask_google-bert/bert-base-uncased/benchmark.json with huggingface_hub
d7076bc
verified
| { | |
| "config": { | |
| "name": "cpu_training_transformers_fill-mask_google-bert/bert-base-uncased", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.5.1+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "fill-mask", | |
| "library": "transformers", | |
| "model_type": "bert", | |
| "model": "google-bert/bert-base-uncased", | |
| "processor": "google-bert/bert-base-uncased", | |
| "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": "494df68bab4c5aa3df2cebc922b7b34380652b84", | |
| "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": 2491.981824, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.6637720430000229, | |
| 0.5398248950000095, | |
| 0.544336377999997, | |
| 0.5440842289999921, | |
| 0.5524205879999897 | |
| ], | |
| "count": 5, | |
| "total": 2.8444381330000112, | |
| "mean": 0.5688876266000022, | |
| "p50": 0.544336377999997, | |
| "p90": 0.6192314610000096, | |
| "p95": 0.6415017520000162, | |
| "p99": 0.6593179848000216, | |
| "stdev": 0.04761686790246389, | |
| "stdev_": 8.37017113327803 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 17.578164003611256 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 0.00011782874895555596, | |
| "ram": 4.925007274856507e-06, | |
| "gpu": 0, | |
| "total": 0.00012275375623041246 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 81463.90226324074 | |
| } | |
| }, | |
| "warmup": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 2491.981824, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.6637720430000229, | |
| 0.5398248950000095 | |
| ], | |
| "count": 2, | |
| "total": 1.2035969380000324, | |
| "mean": 0.6017984690000162, | |
| "p50": 0.6017984690000162, | |
| "p90": 0.6513773282000216, | |
| "p95": 0.6575746856000222, | |
| "p99": 0.6625325715200228, | |
| "stdev": 0.06197357400000669, | |
| "stdev_": 10.298061093938248 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 6.646743396749805 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "train": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 2491.981824, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.544336377999997, | |
| 0.5440842289999921, | |
| 0.5524205879999897 | |
| ], | |
| "count": 3, | |
| "total": 1.6408411949999788, | |
| "mean": 0.5469470649999929, | |
| "p50": 0.544336377999997, | |
| "p90": 0.5508037459999912, | |
| "p95": 0.5516121669999905, | |
| "p99": 0.5522589037999899, | |
| "stdev": 0.003871733918472117, | |
| "stdev_": 0.7078809205187283 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 10.969982990950099 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |