IlyasMoutawwakil
HF staff
Upload cpu_training_transformers_text-generation_openai-community/gpt2/benchmark.json with huggingface_hub
ed6afbc
verified
| { | |
| "config": { | |
| "name": "cpu_training_transformers_text-generation_openai-community/gpt2", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-generation", | |
| "library": "transformers", | |
| "model_type": "gpt2", | |
| "model": "openai-community/gpt2", | |
| "processor": "openai-community/gpt2", | |
| "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": 2857.951232, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.8116435059999958, | |
| 0.69999448599998, | |
| 0.6786984189999998, | |
| 0.6895295069999747, | |
| 0.7060072730000115 | |
| ], | |
| "count": 5, | |
| "total": 3.585873190999962, | |
| "mean": 0.7171746381999924, | |
| "p50": 0.69999448599998, | |
| "p90": 0.769389012800002, | |
| "p95": 0.7905162593999989, | |
| "p99": 0.8074180566799964, | |
| "stdev": 0.04814334301132799, | |
| "stdev_": 6.712917669838552 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 13.943605179762903 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 0.0001528330825777794, | |
| "ram": 6.391953681089608e-06, | |
| "gpu": 0, | |
| "total": 0.000159225036258869 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 62804.19358009718 | |
| } | |
| }, | |
| "warmup": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 2857.951232, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.8116435059999958, | |
| 0.69999448599998 | |
| ], | |
| "count": 2, | |
| "total": 1.5116379919999758, | |
| "mean": 0.7558189959999879, | |
| "p50": 0.7558189959999879, | |
| "p90": 0.8004786039999943, | |
| "p95": 0.806061054999995, | |
| "p99": 0.8105270157999956, | |
| "stdev": 0.055824510000007876, | |
| "stdev_": 7.38596281589207 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 5.2922723842204995 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "train": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 2857.951232, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.6786984189999998, | |
| 0.6895295069999747, | |
| 0.7060072730000115 | |
| ], | |
| "count": 3, | |
| "total": 2.074235198999986, | |
| "mean": 0.6914117329999954, | |
| "p50": 0.6895295069999747, | |
| "p90": 0.7027117198000041, | |
| "p95": 0.7043594964000078, | |
| "p99": 0.7056777176800108, | |
| "stdev": 0.011227954926131297, | |
| "stdev_": 1.6239173259924085 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 8.677897284106459 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |