IlyasMoutawwakil
HF staff
Upload cuda_training_transformers_text-generation_hf-internal-testing/tiny-random-LlamaForCausalLM/benchmark.json with huggingface_hub
b6516c2
verified
{ | |
"config": { | |
"name": "cuda_training_transformers_text-generation_hf-internal-testing/tiny-random-LlamaForCausalLM", | |
"backend": { | |
"name": "pytorch", | |
"version": "2.3.1+rocm5.7", | |
"_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
"task": "text-generation", | |
"library": "transformers", | |
"model_type": "llama", | |
"model": "hf-internal-testing/tiny-random-LlamaForCausalLM", | |
"processor": "hf-internal-testing/tiny-random-LlamaForCausalLM", | |
"device": "cuda", | |
"device_ids": "5", | |
"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": false | |
}, | |
"launcher": { | |
"name": "process", | |
"_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher", | |
"device_isolation": true, | |
"device_isolation_action": "warn", | |
"numactl": false, | |
"numactl_kwargs": {}, | |
"start_method": "spawn" | |
}, | |
"environment": { | |
"cpu": " AMD EPYC 7763 64-Core Processor", | |
"cpu_count": 128, | |
"cpu_ram_mb": 1082014.490624, | |
"system": "Linux", | |
"machine": "x86_64", | |
"platform": "Linux-5.15.0-122-generic-x86_64-with-glibc2.35", | |
"processor": "x86_64", | |
"python_version": "3.10.12", | |
"gpu": [ | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]", | |
"Advanced Micro Devices, Inc. [AMD/ATI]" | |
], | |
"gpu_count": 8, | |
"gpu_vram_mb": 549621596160, | |
"optimum_benchmark_version": "0.5.0.dev0", | |
"optimum_benchmark_commit": null, | |
"transformers_version": "4.47.0", | |
"transformers_commit": null, | |
"accelerate_version": "1.2.0", | |
"accelerate_commit": null, | |
"diffusers_version": "0.31.0", | |
"diffusers_commit": null, | |
"optimum_version": null, | |
"optimum_commit": null, | |
"timm_version": "1.0.12", | |
"timm_commit": null, | |
"peft_version": "0.14.0", | |
"peft_commit": null | |
}, | |
"print_report": true, | |
"log_report": true | |
}, | |
"report": { | |
"overall": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1312.514048, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 66744.430592, | |
"max_reserved": 44.040192, | |
"max_allocated": 25.06496 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.59069287109375, | |
0.009470203399658202, | |
0.010779638290405274, | |
0.008749245643615722, | |
0.008354846954345702 | |
], | |
"count": 5, | |
"total": 0.6280468053817749, | |
"mean": 0.12560936107635498, | |
"p50": 0.009470203399658202, | |
"p90": 0.35872757797241217, | |
"p95": 0.474710224533081, | |
"p99": 0.5674963417816162, | |
"stdev": 0.23254322098568803, | |
"stdev_": 185.1320785274359 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 79.61190085125291 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"warmup": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1312.514048, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 66744.430592, | |
"max_reserved": 44.040192, | |
"max_allocated": 25.06496 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.59069287109375, | |
0.009470203399658202 | |
], | |
"count": 2, | |
"total": 0.6001630744934082, | |
"mean": 0.3000815372467041, | |
"p50": 0.3000815372467041, | |
"p90": 0.5325706043243409, | |
"p95": 0.5616317377090454, | |
"p99": 0.5848806444168091, | |
"stdev": 0.2906113338470459, | |
"stdev_": 96.84412327177846 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 13.329710440371096 | |
}, | |
"energy": null, | |
"efficiency": null | |
}, | |
"train": { | |
"memory": { | |
"unit": "MB", | |
"max_ram": 1312.514048, | |
"max_global_vram": 68702.69952, | |
"max_process_vram": 66744.430592, | |
"max_reserved": 44.040192, | |
"max_allocated": 25.06496 | |
}, | |
"latency": { | |
"unit": "s", | |
"values": [ | |
0.010779638290405274, | |
0.008749245643615722, | |
0.008354846954345702 | |
], | |
"count": 3, | |
"total": 0.0278837308883667, | |
"mean": 0.0092945769627889, | |
"p50": 0.008749245643615722, | |
"p90": 0.010373559761047363, | |
"p95": 0.01057659902572632, | |
"p99": 0.010739030437469483, | |
"stdev": 0.0010623693461976893, | |
"stdev_": 11.429991385846982 | |
}, | |
"throughput": { | |
"unit": "samples/s", | |
"value": 645.5377177488732 | |
}, | |
"energy": null, | |
"efficiency": null | |
} | |
} | |
} |