IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
d343768
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+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": null, | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 4, | |
| "cpu_ram_mb": 16766.767104, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.15", | |
| "optimum_benchmark_version": "0.5.0", | |
| "optimum_benchmark_commit": "d070104543478b722db56ba828611524c5fbdbb5", | |
| "transformers_version": "4.45.1", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.2", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.3", | |
| "diffusers_commit": null, | |
| "optimum_version": null, | |
| "optimum_commit": null, | |
| "timm_version": "1.0.9", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 947.888128, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.329722268000012, | |
| "mean": 4.329722268000012, | |
| "stdev": 0.0, | |
| "p50": 4.329722268000012, | |
| "p90": 4.329722268000012, | |
| "p95": 4.329722268000012, | |
| "p99": 4.329722268000012, | |
| "values": [ | |
| 4.329722268000012 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.8028039577777316e-05, | |
| "ram": 2.008475728862615e-06, | |
| "gpu": 0, | |
| "total": 5.003651530663993e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 955.22816, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 29, | |
| "total": 1.0121568229999411, | |
| "mean": 0.034901959413791074, | |
| "stdev": 0.0007596829687996326, | |
| "p50": 0.034940145000007305, | |
| "p90": 0.03570332279999775, | |
| "p95": 0.03610987860000705, | |
| "p99": 0.03623710244000677, | |
| "values": [ | |
| 0.034916290000012395, | |
| 0.034940145000007305, | |
| 0.0355164559999821, | |
| 0.03333389099998385, | |
| 0.03625440000001845, | |
| 0.03473382700002503, | |
| 0.034619672999951945, | |
| 0.03469942300000639, | |
| 0.03510857999998507, | |
| 0.034549141000013606, | |
| 0.033141440000008515, | |
| 0.03563271299998405, | |
| 0.03513128299999835, | |
| 0.03443681999999626, | |
| 0.03447850799994967, | |
| 0.0348751820000075, | |
| 0.033366511999986415, | |
| 0.03619262299997672, | |
| 0.03448632399999951, | |
| 0.035123919000000114, | |
| 0.03534896100001106, | |
| 0.034838580999974056, | |
| 0.03507875000002514, | |
| 0.03389326600000686, | |
| 0.03548408000000336, | |
| 0.03559932600001048, | |
| 0.035985762000052546, | |
| 0.03517834600000924, | |
| 0.03521260099995516 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 28.65168651834666 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1499736225490229e-06, | |
| "ram": 4.808709435385981e-08, | |
| "gpu": 0.0, | |
| "total": 1.1980607169028827e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 834682.2376290817 | |
| } | |
| } | |
| } | |
| } |