IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
b22b078
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": "a24cd34532cdb9c93a3944992e210e603d844e1c", | |
| "transformers_version": "4.44.0", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.0", | |
| "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": 943.96416, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.252308676000041, | |
| "mean": 4.252308676000041, | |
| "stdev": 0.0, | |
| "p50": 4.252308676000041, | |
| "p90": 4.252308676000041, | |
| "p95": 4.252308676000041, | |
| "p99": 4.252308676000041, | |
| "values": [ | |
| 4.252308676000041 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.8795431727776246e-05, | |
| "ram": 2.0394263300464635e-06, | |
| "gpu": 0, | |
| "total": 5.083485805782271e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 952.090624, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 31, | |
| "total": 1.0019542539999406, | |
| "mean": 0.03232110496774002, | |
| "stdev": 0.0024587515958826994, | |
| "p50": 0.03374121799998875, | |
| "p90": 0.03479128599997239, | |
| "p95": 0.03518684200000166, | |
| "p99": 0.03545593570002552, | |
| "values": [ | |
| 0.03014503099996091, | |
| 0.030139088999987962, | |
| 0.029912174999992658, | |
| 0.029755039999997734, | |
| 0.02973825899999838, | |
| 0.029998826999985795, | |
| 0.02980510299994421, | |
| 0.03016856499999676, | |
| 0.03001491600002737, | |
| 0.03307927800000243, | |
| 0.03449947899997596, | |
| 0.03472046400003137, | |
| 0.03554741200002809, | |
| 0.03479128599997239, | |
| 0.03470114599997487, | |
| 0.034355388999983916, | |
| 0.034642177000023366, | |
| 0.03444947400004139, | |
| 0.035131192999983796, | |
| 0.03524249100001953, | |
| 0.03416680599997335, | |
| 0.03440689600000724, | |
| 0.03440581300003487, | |
| 0.034706395999990036, | |
| 0.033996796999986145, | |
| 0.03374121799998875, | |
| 0.029339720999985275, | |
| 0.029150377000007666, | |
| 0.029339551000020947, | |
| 0.02902550300001394, | |
| 0.02883838200000355 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 30.939536287453933 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1336015277777911e-06, | |
| "ram": 4.7375597664038885e-08, | |
| "gpu": 0.0, | |
| "total": 1.1809771254418299e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 846756.4514646104 | |
| } | |
| } | |
| } | |
| } |