IlyasMoutawwakil HF Staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
59def11 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-6.5.0-1025-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.4.0", | |
| "optimum_benchmark_commit": "81f067a1f11a4e373792667718ef95ea9a0dea36", | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.1", | |
| "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": 946.532352, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.398456334000002, | |
| "mean": 4.398456334000002, | |
| "stdev": 0.0, | |
| "p50": 4.398456334000002, | |
| "p90": 4.398456334000002, | |
| "p95": 4.398456334000002, | |
| "p99": 4.398456334000002, | |
| "values": [ | |
| 4.398456334000002 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.801340821666713e-05, | |
| "ram": 2.0067283170862486e-06, | |
| "gpu": 0, | |
| "total": 5.002013653375338e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 954.134528, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 32, | |
| "total": 1.0155931749998786, | |
| "mean": 0.031737286718746205, | |
| "stdev": 0.0009776104957708585, | |
| "p50": 0.03130563650003637, | |
| "p90": 0.03348724569999604, | |
| "p95": 0.03393554264999352, | |
| "p99": 0.0343251313699875, | |
| "values": [ | |
| 0.03124745799999573, | |
| 0.03130940300002294, | |
| 0.03138447499998165, | |
| 0.03173033400003078, | |
| 0.03256106300000283, | |
| 0.03116495199998326, | |
| 0.03127529999994749, | |
| 0.03273527999999715, | |
| 0.03368694599998889, | |
| 0.03128254499995364, | |
| 0.030804907000003823, | |
| 0.03109499100003177, | |
| 0.031051831000013408, | |
| 0.03080977500002291, | |
| 0.03436365599998226, | |
| 0.031425901999966754, | |
| 0.03125729499998897, | |
| 0.03085910899994815, | |
| 0.031771930999980214, | |
| 0.033570526999994854, | |
| 0.0313018700000498, | |
| 0.031644261999986156, | |
| 0.031084169999985534, | |
| 0.031487778999974125, | |
| 0.031456649999995534, | |
| 0.03111628100003827, | |
| 0.031081416000006357, | |
| 0.031177065000008497, | |
| 0.03273771400000669, | |
| 0.03423938299999918, | |
| 0.030935741999996935, | |
| 0.031943162999994 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 31.50867964429145 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.22710896510413e-06, | |
| "ram": 5.128321162042132e-08, | |
| "gpu": 0.0, | |
| "total": 1.2783921767245515e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 782232.5716683925 | |
| } | |
| } | |
| } | |
| } |