IlyasMoutawwakil HF Staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
b0df348 verified | { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+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-6.5.0-1023-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.3.1", | |
| "optimum_benchmark_commit": "dcd8d39eb1efde5484c10fe67e911bfe5a0711c9", | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.32.1", | |
| "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": 942.32576, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.414873407000016, | |
| "mean": 4.414873407000016, | |
| "stdev": 0.0, | |
| "p50": 4.414873407000016, | |
| "p90": 4.414873407000016, | |
| "p95": 4.414873407000016, | |
| "p99": 4.414873407000016, | |
| "values": [ | |
| 4.414873407000016 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.798246224721274e-05, | |
| "ram": 2.0054192158283968e-06, | |
| "gpu": 0, | |
| "total": 4.9987881463041136e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 950.19008, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 28, | |
| "total": 1.0329210549999743, | |
| "mean": 0.03689003767857051, | |
| "stdev": 0.007148521402780979, | |
| "p50": 0.03407161550001092, | |
| "p90": 0.04379604760001144, | |
| "p95": 0.054024247249986945, | |
| "p99": 0.05995952263999868, | |
| "values": [ | |
| 0.04837939699996241, | |
| 0.06103054999999813, | |
| 0.057063782000000174, | |
| 0.04027236300004233, | |
| 0.03516673299998274, | |
| 0.03414546900000914, | |
| 0.033772049999981846, | |
| 0.03383270299997321, | |
| 0.0339977620000127, | |
| 0.03354309100001274, | |
| 0.032887161999951786, | |
| 0.03324765799999341, | |
| 0.03515163299999813, | |
| 0.033500891999949545, | |
| 0.03233700199996292, | |
| 0.03340072399998917, | |
| 0.03217700200002582, | |
| 0.031578541000044424, | |
| 0.03258672999999135, | |
| 0.03208002100001295, | |
| 0.03140604800000801, | |
| 0.03464846000002808, | |
| 0.03471621799997138, | |
| 0.03471437300004254, | |
| 0.03935090999999602, | |
| 0.037051972000028854, | |
| 0.03905005399997208, | |
| 0.041831755000032445 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 27.107589553395922 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.2170614467726815e-06, | |
| "ram": 5.086177822846594e-08, | |
| "gpu": 0.0, | |
| "total": 1.2679232250011476e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 788691.2868869446 | |
| } | |
| } | |
| } | |
| } |