IlyasMoutawwakil
HF Staff
Upload cuda_training_transformers_text-generation_hf-internal-testing/tiny-random-LlamaForCausalLM/benchmark.json with huggingface_hub
c6bcbb1
verified
| { | |
| "config": { | |
| "name": "cuda_training_transformers_text-generation_hf-internal-testing/tiny-random-LlamaForCausalLM", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.7.0+cu128", | |
| "_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": "cuda", | |
| "device_ids": "0", | |
| "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, | |
| "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": true, | |
| "device_isolation_action": "error", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7R32", | |
| "cpu_count": 16, | |
| "cpu_ram_mb": 66697.252864, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.10.236-227.928.amzn2.x86_64-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "NVIDIA A10G" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 24146608128, | |
| "optimum_benchmark_version": "0.6.0.dev0", | |
| "optimum_benchmark_commit": null, | |
| "transformers_version": "4.51.3", | |
| "transformers_commit": null, | |
| "accelerate_version": "1.6.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.33.1", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.15", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| }, | |
| "print_report": true, | |
| "log_report": true | |
| }, | |
| "report": { | |
| "overall": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1642.323968, | |
| "max_global_vram": 720.896, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 65.011712, | |
| "max_allocated": 42.172928 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.350666748046875, | |
| 0.009432064056396485, | |
| 0.00849407958984375, | |
| 0.008515583992004394, | |
| 0.009004032135009766 | |
| ], | |
| "count": 5, | |
| "total": 0.3861125078201294, | |
| "mean": 0.07722250156402588, | |
| "p50": 0.009004032135009766, | |
| "p90": 0.2141728744506836, | |
| "p95": 0.28241981124877924, | |
| "p99": 0.33701736068725585, | |
| "stdev": 0.1367225624632572, | |
| "stdev_": 177.05015985515476 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 129.49593444222873 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 7.791706498610927e-06, | |
| "ram": 3.664777161111488e-06, | |
| "gpu": 1.0148063673999855e-05, | |
| "total": 2.160454733372227e-05 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 462865.5183342409 | |
| } | |
| }, | |
| "warmup": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1642.323968, | |
| "max_global_vram": 720.896, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 65.011712, | |
| "max_allocated": 42.172928 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.350666748046875, | |
| 0.009432064056396485 | |
| ], | |
| "count": 2, | |
| "total": 0.36009881210327144, | |
| "mean": 0.18004940605163572, | |
| "p50": 0.18004940605163572, | |
| "p90": 0.31654327964782714, | |
| "p95": 0.33360501384735103, | |
| "p99": 0.3472544012069702, | |
| "stdev": 0.17061734199523923, | |
| "stdev_": 94.76140229327305 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 22.216124383397602 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "train": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1642.323968, | |
| "max_global_vram": 720.896, | |
| "max_process_vram": 0.0, | |
| "max_reserved": 65.011712, | |
| "max_allocated": 42.172928 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "values": [ | |
| 0.00849407958984375, | |
| 0.008515583992004394, | |
| 0.009004032135009766 | |
| ], | |
| "count": 3, | |
| "total": 0.02601369571685791, | |
| "mean": 0.008671231905619303, | |
| "p50": 0.008515583992004394, | |
| "p90": 0.008906342506408692, | |
| "p95": 0.008955187320709228, | |
| "p99": 0.008994263172149658, | |
| "stdev": 0.0002354890009318625, | |
| "stdev_": 2.7157502358950434 | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 691.943205452937 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |