IlyasMoutawwakil HF Staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
2516e38 verified | { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.0+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-classification", | |
| "library": "transformers", | |
| "model_type": "roberta", | |
| "model": "FacebookAI/roberta-base", | |
| "processor": "FacebookAI/roberta-base", | |
| "device": "cpu", | |
| "device_ids": null, | |
| "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": "inference", | |
| "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario", | |
| "iterations": 1, | |
| "duration": 1, | |
| "warmup_runs": 1, | |
| "input_shapes": { | |
| "batch_size": 1, | |
| "num_choices": 2, | |
| "sequence_length": 2 | |
| }, | |
| "new_tokens": null, | |
| "memory": true, | |
| "latency": true, | |
| "energy": true, | |
| "forward_kwargs": {}, | |
| "generate_kwargs": { | |
| "max_new_tokens": 2, | |
| "min_new_tokens": 2 | |
| }, | |
| "call_kwargs": { | |
| "num_inference_steps": 2 | |
| } | |
| }, | |
| "launcher": { | |
| "name": "process", | |
| "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher", | |
| "device_isolation": false, | |
| "device_isolation_action": "error", | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 4, | |
| "cpu_ram_mb": 16757.342208, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.5.0-1024-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.3.1", | |
| "optimum_benchmark_commit": "b0801269b3611e452bb077a62163b08a99ceb2a9", | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.29.2", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.7", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 946.757632, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.323723781000012, | |
| "mean": 4.323723781000012, | |
| "stdev": 0.0, | |
| "p50": 4.323723781000012, | |
| "p90": 4.323723781000012, | |
| "p95": 4.323723781000012, | |
| "p99": 4.323723781000012, | |
| "values": [ | |
| 4.323723781000012 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.856773747338189e-05, | |
| "ram": 2.029772746200251e-06, | |
| "gpu": 0, | |
| "total": 5.059751021958214e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 954.228736, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 28, | |
| "total": 1.0016023750000613, | |
| "mean": 0.03577151339285933, | |
| "stdev": 0.0012009202301223243, | |
| "p50": 0.035923455500011414, | |
| "p90": 0.03684090080001283, | |
| "p95": 0.03698486219998358, | |
| "p99": 0.03821847168996783, | |
| "values": [ | |
| 0.03587814000002254, | |
| 0.03569901499997741, | |
| 0.03496999899999764, | |
| 0.03404766099998824, | |
| 0.03652564300000449, | |
| 0.035557920999963244, | |
| 0.03582958999999164, | |
| 0.03596877100000029, | |
| 0.0356541909999919, | |
| 0.03506414600002472, | |
| 0.034437160999971184, | |
| 0.03685386900002641, | |
| 0.03705539699996052, | |
| 0.03549194700002545, | |
| 0.03864864999997053, | |
| 0.036835343000007015, | |
| 0.03600408600004812, | |
| 0.03598173499995028, | |
| 0.03651958200003946, | |
| 0.03597425100002738, | |
| 0.03641235200001347, | |
| 0.03621639500005358, | |
| 0.036089666999998826, | |
| 0.0357534770000143, | |
| 0.036172531999966395, | |
| 0.035748357999978, | |
| 0.034796585000037794, | |
| 0.03141591100001051 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 27.955205277941044 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.221425293220414e-06, | |
| "ram": 5.10452785314186e-08, | |
| "gpu": 0.0, | |
| "total": 1.2724705717518328e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 785872.7912452092 | |
| } | |
| } | |
| } | |
| } |