IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
0acdfb4
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": "c8d76f6e24e813974534bb204a76658d503b7b1f", | |
| "transformers_version": "4.43.3", | |
| "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": "1.0.8", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 947.769344, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.419975738000005, | |
| "mean": 4.419975738000005, | |
| "stdev": 0.0, | |
| "p50": 4.419975738000005, | |
| "p90": 4.419975738000005, | |
| "p95": 4.419975738000005, | |
| "p99": 4.419975738000005, | |
| "values": [ | |
| 4.419975738000005 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.911764992607965e-05, | |
| "ram": 2.0528739687620144e-06, | |
| "gpu": 0, | |
| "total": 5.117052389484166e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 955.240448, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 29, | |
| "total": 1.0182043530000442, | |
| "mean": 0.035110494931036004, | |
| "stdev": 0.002462016161098468, | |
| "p50": 0.03652064400000654, | |
| "p90": 0.03728763379999691, | |
| "p95": 0.03764727219996757, | |
| "p99": 0.037733817559999355, | |
| "values": [ | |
| 0.03324946899999759, | |
| 0.0316814979999549, | |
| 0.03135854800001425, | |
| 0.03137076100000513, | |
| 0.034912317000021176, | |
| 0.037738906000015504, | |
| 0.03772073299995782, | |
| 0.036881584000013845, | |
| 0.03695430900000929, | |
| 0.03657993400003079, | |
| 0.03668972799999892, | |
| 0.03753708099998221, | |
| 0.03718972600000825, | |
| 0.03692672800002583, | |
| 0.036872977999962586, | |
| 0.03668621100001701, | |
| 0.036466503000042394, | |
| 0.03722527200000059, | |
| 0.03672335099997781, | |
| 0.03593020699997851, | |
| 0.036549718000003395, | |
| 0.03582832799997959, | |
| 0.03652064400000654, | |
| 0.036048746999995274, | |
| 0.031571563999989394, | |
| 0.031137888000046132, | |
| 0.03039874600000303, | |
| 0.03171894799999109, | |
| 0.031733926000015344 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 28.481512492609372 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1981560726358434e-06, | |
| "ram": 5.007330867990525e-08, | |
| "gpu": 0.0, | |
| "total": 1.2482293813157488e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 801134.8034012049 | |
| } | |
| } | |
| } | |
| } |