IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
23a6de5
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": "e1b2533cc248426321f96c19cea6b85683224daa", | |
| "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": 945.72544, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 3.97067376800004, | |
| "mean": 3.97067376800004, | |
| "stdev": 0.0, | |
| "p50": 3.97067376800004, | |
| "p90": 3.97067376800004, | |
| "p95": 3.97067376800004, | |
| "p99": 3.97067376800004, | |
| "values": [ | |
| 3.97067376800004 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.553979009999883e-05, | |
| "ram": 1.9033073389871633e-06, | |
| "gpu": 0, | |
| "total": 4.7443097438986e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 953.196544, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 35, | |
| "total": 1.0027725420000593, | |
| "mean": 0.028650644057144552, | |
| "stdev": 0.0008089781851431247, | |
| "p50": 0.02849845900004766, | |
| "p90": 0.029183896600011396, | |
| "p95": 0.029777378800008587, | |
| "p99": 0.03145121871999663, | |
| "values": [ | |
| 0.029346862000011242, | |
| 0.028719461000036972, | |
| 0.028681159999962347, | |
| 0.030781918000002406, | |
| 0.02871623499999032, | |
| 0.028299998000022697, | |
| 0.0283394420000036, | |
| 0.02846966499998871, | |
| 0.028470916999992824, | |
| 0.028247239999984686, | |
| 0.028699592999998913, | |
| 0.029192853000040486, | |
| 0.02849845900004766, | |
| 0.028572796999981165, | |
| 0.02838442600000235, | |
| 0.028462501999968026, | |
| 0.028163013000039427, | |
| 0.02832709699998759, | |
| 0.0281911550000018, | |
| 0.028183040000044457, | |
| 0.02842493100001775, | |
| 0.028491336000001866, | |
| 0.02862776999995731, | |
| 0.028945061000001715, | |
| 0.02895407900001601, | |
| 0.02905234100001053, | |
| 0.029145475999996506, | |
| 0.028784271000006356, | |
| 0.02864765700002181, | |
| 0.03179600999999366, | |
| 0.029170461999967756, | |
| 0.027624497999966025, | |
| 0.027563213000007636, | |
| 0.02744319999999334, | |
| 0.027354403999993337 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 34.90322933074281 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.0642588255255026e-06, | |
| "ram": 4.447843334598224e-08, | |
| "gpu": 0.0, | |
| "total": 1.1087372588714848e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 901926.9371517634 | |
| } | |
| } | |
| } | |
| } |