| backend: | |
| name: pytorch | |
| version: 2.4.0 | |
| _target_: optimum_benchmark.backends.pytorch.backend.PyTorchBackend | |
| task: text-classification | |
| model: cardiffnlp/twitter-roberta-base-sentiment-latest | |
| processor: cardiffnlp/twitter-roberta-base-sentiment-latest | |
| library: null | |
| device: cuda | |
| device_ids: '0' | |
| seed: 42 | |
| inter_op_num_threads: null | |
| intra_op_num_threads: null | |
| hub_kwargs: {} | |
| no_weights: true | |
| device_map: null | |
| torch_dtype: null | |
| amp_autocast: false | |
| amp_dtype: null | |
| eval_mode: true | |
| to_bettertransformer: false | |
| low_cpu_mem_usage: null | |
| attn_implementation: null | |
| cache_implementation: null | |
| torch_compile: false | |
| torch_compile_config: {} | |
| quantization_scheme: null | |
| quantization_config: {} | |
| deepspeed_inference: false | |
| deepspeed_inference_config: {} | |
| peft_type: null | |
| peft_config: {} | |
| launcher: | |
| name: process | |
| _target_: optimum_benchmark.launchers.process.launcher.ProcessLauncher | |
| device_isolation: true | |
| device_isolation_action: warn | |
| start_method: spawn | |
| benchmark: | |
| name: energy_star | |
| _target_: optimum_benchmark.benchmarks.energy_star.benchmark.EnergyStarBenchmark | |
| dataset_name: EnergyStarAI/text_classification | |
| dataset_config: '' | |
| dataset_split: train | |
| num_samples: 1000 | |
| input_shapes: | |
| batch_size: 1 | |
| text_column_name: text | |
| truncation: true | |
| max_length: -1 | |
| dataset_prefix1: '' | |
| dataset_prefix2: '' | |
| t5_task: '' | |
| image_column_name: image | |
| resize: false | |
| question_column_name: question | |
| context_column_name: context | |
| sentence1_column_name: sentence1 | |
| sentence2_column_name: sentence2 | |
| audio_column_name: audio | |
| iterations: 10 | |
| warmup_runs: 10 | |
| energy: true | |
| forward_kwargs: {} | |
| generate_kwargs: {} | |
| call_kwargs: {} | |
| experiment_name: text_classification | |
| environment: | |
| cpu: ' AMD EPYC 7R32' | |
| cpu_count: 48 | |
| cpu_ram_mb: 200472.73984 | |
| system: Linux | |
| machine: x86_64 | |
| platform: Linux-5.10.192-183.736.amzn2.x86_64-x86_64-with-glibc2.35 | |
| processor: x86_64 | |
| python_version: 3.9.20 | |
| gpu: | |
| - NVIDIA A10G | |
| gpu_count: 1 | |
| gpu_vram_mb: 24146608128 | |
| optimum_benchmark_version: 0.2.0 | |
| optimum_benchmark_commit: null | |
| transformers_version: 4.44.0 | |
| transformers_commit: null | |
| accelerate_version: 0.33.0 | |
| accelerate_commit: null | |
| diffusers_version: 0.30.0 | |
| diffusers_commit: null | |
| optimum_version: null | |
| optimum_commit: null | |
| timm_version: null | |
| timm_commit: null | |
| peft_version: null | |
| peft_commit: null | |