IlyasMoutawwakil HF Staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
6b20fe3 verified | { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.0+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "text-classification", | |
| "model": "FacebookAI/roberta-base", | |
| "library": "transformers", | |
| "device": "cpu", | |
| "device_ids": null, | |
| "seed": 42, | |
| "inter_op_num_threads": null, | |
| "intra_op_num_threads": null, | |
| "hub_kwargs": { | |
| "revision": "main", | |
| "force_download": false, | |
| "local_files_only": false, | |
| "trust_remote_code": false | |
| }, | |
| "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, | |
| "latency": true, | |
| "memory": 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", | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 4, | |
| "cpu_ram_mb": 16757.346304, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.5.0-1018-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.2.0", | |
| "optimum_benchmark_commit": "20967d442ecbde73b309c993163c266eac5ccef4", | |
| "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": "0.9.16", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 939.29472, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 33, | |
| "total": 1.012392686999931, | |
| "mean": 0.03067856627272518, | |
| "stdev": 0.00026836118750447755, | |
| "p50": 0.030664161000004242, | |
| "p90": 0.030970338600013747, | |
| "p95": 0.03115793939998639, | |
| "p99": 0.031353485119984724, | |
| "values": [ | |
| 0.03090960899999118, | |
| 0.030685661000006803, | |
| 0.030865768000012395, | |
| 0.03092520899997453, | |
| 0.030469896999989032, | |
| 0.030420794999997725, | |
| 0.030819160000021384, | |
| 0.030832895999992616, | |
| 0.030528617000015856, | |
| 0.03062238199999001, | |
| 0.03128507100001343, | |
| 0.03138567999997122, | |
| 0.03028177499999174, | |
| 0.030441924999990988, | |
| 0.03063069799998175, | |
| 0.03098162100002355, | |
| 0.030727678999994623, | |
| 0.030743228999995154, | |
| 0.031073184999968362, | |
| 0.03060062200000857, | |
| 0.030664161000004242, | |
| 0.030665442999975312, | |
| 0.030313345000024583, | |
| 0.030358819000014137, | |
| 0.030813851000004888, | |
| 0.030789545000004637, | |
| 0.030437928000026204, | |
| 0.03046308500000805, | |
| 0.030464998000013566, | |
| 0.030275873999983105, | |
| 0.030478983999955744, | |
| 0.030920839999964755, | |
| 0.030514335000020765 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 32.59604738729434 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1620449084861606e-06, | |
| "ram": 4.856383479275682e-08, | |
| "gpu": 0.0, | |
| "total": 1.2106087432789175e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 826030.7102123791 | |
| } | |
| } | |
| } | |
| } |