IlyasMoutawwakil HF Staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
995a350 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": "0.4.0", | |
| "optimum_benchmark_commit": "3e7bebdc507bc4e37dce5660074b7586de6b39b2", | |
| "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": 947.470336, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.3331466810000165, | |
| "mean": 4.3331466810000165, | |
| "stdev": 0.0, | |
| "p50": 4.3331466810000165, | |
| "p90": 4.3331466810000165, | |
| "p95": 4.3331466810000165, | |
| "p99": 4.3331466810000165, | |
| "values": [ | |
| 4.3331466810000165 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.785924885008071e-05, | |
| "ram": 2.0002840173833647e-06, | |
| "gpu": 0, | |
| "total": 4.985953286746407e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 955.727872, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 30, | |
| "total": 1.0197446579999223, | |
| "mean": 0.03399148859999741, | |
| "stdev": 0.001243085006757511, | |
| "p50": 0.03419253200002004, | |
| "p90": 0.03462751789998038, | |
| "p95": 0.035158132650011, | |
| "p99": 0.03706773842999837, | |
| "values": [ | |
| 0.03418178200001876, | |
| 0.035577353999997285, | |
| 0.03323184499998888, | |
| 0.03236416099997541, | |
| 0.03397727899999836, | |
| 0.034325480999996216, | |
| 0.03462549199997511, | |
| 0.03420328200002132, | |
| 0.033973602999992636, | |
| 0.033303257999989455, | |
| 0.032168495000007624, | |
| 0.03437552399998367, | |
| 0.03464575100002776, | |
| 0.034236935999956586, | |
| 0.033922747000019626, | |
| 0.03408492099998739, | |
| 0.033197430000029726, | |
| 0.03407322800001111, | |
| 0.03417889700000387, | |
| 0.03405251100002715, | |
| 0.034297970000011446, | |
| 0.03426799299995764, | |
| 0.034315011999979106, | |
| 0.037676486999998815, | |
| 0.034302298000000064, | |
| 0.03437906099998145, | |
| 0.034401182999999946, | |
| 0.03428140899995924, | |
| 0.03365195100002438, | |
| 0.029471317000002273 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 29.41912935228368 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1492544139911927e-06, | |
| "ram": 4.802981317248075e-08, | |
| "gpu": 0.0, | |
| "total": 1.1972842271636733e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 835223.5645574041 | |
| } | |
| } | |
| } | |
| } |