
IlyasMoutawwakil
HF Staff
Upload cpu_training_transformers_text-generation_hf-internal-testing/tiny-random-LlamaForCausalLM/benchmark.json with huggingface_hub
0179baf
verified
{ | |
"config": { | |
"name": "cpu_training_transformers_text-generation_hf-internal-testing/tiny-random-LlamaForCausalLM", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.8.0", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"model": "hf-internal-testing/tiny-random-LlamaForCausalLM", | |
"processor": "hf-internal-testing/tiny-random-LlamaForCausalLM", | |
"task": "text-generation", | |
"library": "transformers", | |
"model_type": "llama", | |
"device": "cpu", | |
"device_ids": null, | |
"seed": 42, | |
"inter_op_num_threads": null, | |
"intra_op_num_threads": null, | |
"model_kwargs": {}, | |
"processor_kwargs": {}, | |
"no_weights": true, | |
"tp_plan": null, | |
"device_map": null, | |
"torch_dtype": null, | |
"eval_mode": true, | |
"to_bettertransformer": false, | |
"low_cpu_mem_usage": null, | |
"attn_implementation": null, | |
"cache_implementation": null, | |
"allow_tf32": false, | |
"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", | |
"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": 16772.571136, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-6.11.0-1018-azure-x86_64-with-glibc2.39", | |
"processor": "x86_64", | |
"python_version": "3.10.18", | |
"optimum_benchmark_version": "0.7.0.dev0", | |
"optimum_benchmark_commit": "dd1612232fccf710f50fdb3170de6fc4301cb440", | |
"transformers_version": "4.56.1", | |
"transformers_commit": "dd1612232fccf710f50fdb3170de6fc4301cb440", | |
"accelerate_version": "1.10.1", | |
"accelerate_commit": "dd1612232fccf710f50fdb3170de6fc4301cb440", | |
"diffusers_version": "0.35.1", | |
"diffusers_commit": "dd1612232fccf710f50fdb3170de6fc4301cb440", | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.19", | |
"timm_commit": "dd1612232fccf710f50fdb3170de6fc4301cb440", | |
"peft_version": "0.17.1", | |
"peft_commit": "dd1612232fccf710f50fdb3170de6fc4301cb440" | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"overall": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 992.088064, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.017673287999997456, | |
0.0155381870000042, | |
0.014668427000003703, | |
0.014754919000012023, | |
0.01592542200000935 | |
], | |
"count": 5, | |
"total": 0.07856024300002673, | |
"mean": 0.015712048600005347, | |
"p50": 0.0155381870000042, | |
"p90": 0.016974141600002213, | |
"p95": 0.017323714799999834, | |
"p99": 0.017603373359997933, | |
"stdev": 0.001088802935616818, | |
"stdev_": 6.929732483238675 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 636.4542431466637 | |
}, | |
"energy": { | |
"unit": "kWh", | |
"cpu": 7.3410966731669595e-06, | |
"ram": 2.2665321888888617e-06, | |
"gpu": 0.0, | |
"total": 9.607628862055821e-06 | |
}, | |
"efficiency": { | |
"unit": "samples/kWh", | |
"value": 1040839.5394511753 | |
} | |
}, | |
"warmup": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 992.088064, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.017673287999997456, | |
0.0155381870000042 | |
], | |
"count": 2, | |
"total": 0.033211475000001656, | |
"mean": 0.016605737500000828, | |
"p50": 0.016605737500000828, | |
"p90": 0.01745977789999813, | |
"p95": 0.01756653294999779, | |
"p99": 0.01765193698999752, | |
"stdev": 0.0010675504999966279, | |
"stdev_": 6.428805104239271 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 240.88059925069876 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"train": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 992.088064, | |
"max_global_vram": null, | |
"max_process_vram": null, | |
"max_reserved": null, | |
"max_allocated": null | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.014668427000003703, | |
0.014754919000012023, | |
0.01592542200000935 | |
], | |
"count": 3, | |
"total": 0.045348768000025075, | |
"mean": 0.015116256000008358, | |
"p50": 0.014754919000012023, | |
"p90": 0.015691321400009884, | |
"p95": 0.015808371700009614, | |
"p99": 0.0159020119400094, | |
"stdev": 0.0005732552823914558, | |
"stdev_": 3.7923099634667397 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 396.92368268946245 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |