IlyasMoutawwakil
HF staff
Upload cuda_training_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
aeb2f5a
verified
| { | |
| "config": { | |
| "name": "cuda_training_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.2.2+rocm5.7", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-classification", | |
| "library": "transformers", | |
| "model": "FacebookAI/roberta-base", | |
| "processor": "FacebookAI/roberta-base", | |
| "device": "cuda", | |
| "device_ids": "0", | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "model_kwargs": {}, | |
| "processor_kwargs": {}, | |
| "hub_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", | |
| "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": "error", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 128, | |
| "cpu_ram_mb": 1082015.236096, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-5.15.0-84-generic-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.12", | |
| "gpu": [ | |
| "Advanced Micro Devices, Inc. [AMD/ATI]" | |
| ], | |
| "gpu_count": 1, | |
| "gpu_vram_mb": 68702699520, | |
| "optimum_benchmark_version": "0.2.0", | |
| "optimum_benchmark_commit": "2db7e171d23768cdeb341987283e17e0b2db9bd9", | |
| "transformers_version": "4.40.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.30.1", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.27.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.3", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "overall": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1125.142528, | |
| "max_global_vram": 4135.800832, | |
| "max_process_vram": 299171.893248, | |
| "max_reserved": 2707.423232, | |
| "max_allocated": 2497.900032 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 5, | |
| "total": 0.684680362701416, | |
| "mean": 0.1369360725402832, | |
| "stdev": 0.18863036799099933, | |
| "p50": 0.042464744567871096, | |
| "p90": 0.3258461532592774, | |
| "p95": 0.4200211296081542, | |
| "p99": 0.49536111068725586, | |
| "values": [ | |
| 0.5141961059570312, | |
| 0.04332122421264648, | |
| 0.0423426628112793, | |
| 0.042464744567871096, | |
| 0.04235562515258789 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 73.02677676153044 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "warmup": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1125.142528, | |
| "max_global_vram": 4135.800832, | |
| "max_process_vram": 299171.893248, | |
| "max_reserved": 2707.423232, | |
| "max_allocated": 2497.900032 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 2, | |
| "total": 0.5575173301696777, | |
| "mean": 0.2787586650848389, | |
| "stdev": 0.2354374408721924, | |
| "p50": 0.2787586650848389, | |
| "p90": 0.46710861778259277, | |
| "p95": 0.490652361869812, | |
| "p99": 0.5094873571395874, | |
| "values": [ | |
| 0.5141961059570312, | |
| 0.04332122421264648 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 14.34932972857586 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| }, | |
| "train": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 1125.142528, | |
| "max_global_vram": 4135.800832, | |
| "max_process_vram": 299171.893248, | |
| "max_reserved": 2707.423232, | |
| "max_allocated": 2497.900032 | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 3, | |
| "total": 0.12716303253173827, | |
| "mean": 0.042387677510579425, | |
| "stdev": 5.4750976020208484e-05, | |
| "p50": 0.04235562515258789, | |
| "p90": 0.04244292068481446, | |
| "p95": 0.04245383262634277, | |
| "p99": 0.042462562179565434, | |
| "values": [ | |
| 0.0423426628112793, | |
| 0.042464744567871096, | |
| 0.04235562515258789 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 141.5505720619507 | |
| }, | |
| "energy": null, | |
| "efficiency": null | |
| } | |
| } | |
| } |