IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
25de4af
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_text-classification_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.4.1+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": null, | |
| "numactl": false, | |
| "numactl_kwargs": {}, | |
| "start_method": "spawn" | |
| }, | |
| "environment": { | |
| "cpu": " AMD EPYC 7763 64-Core Processor", | |
| "cpu_count": 4, | |
| "cpu_ram_mb": 16766.763008, | |
| "system": "Linux", | |
| "machine": "x86_64", | |
| "platform": "Linux-6.8.0-1014-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.15", | |
| "optimum_benchmark_version": "0.5.0", | |
| "optimum_benchmark_commit": "da7a7adc61c6bf2e65157851160ed1216b6a5c9b", | |
| "transformers_version": "4.45.0", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.34.2", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.3", | |
| "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": 946.44224, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.4183615110000005, | |
| "mean": 4.4183615110000005, | |
| "stdev": 0.0, | |
| "p50": 4.4183615110000005, | |
| "p90": 4.4183615110000005, | |
| "p95": 4.4183615110000005, | |
| "p99": 4.4183615110000005, | |
| "values": [ | |
| 4.4183615110000005 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.802648095000059e-05, | |
| "ram": 2.008390823060564e-06, | |
| "gpu": 0, | |
| "total": 5.003487177306115e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 954.437632, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 32, | |
| "total": 1.0165845649999028, | |
| "mean": 0.03176826765624696, | |
| "stdev": 0.0011006469582029662, | |
| "p50": 0.03149012500000481, | |
| "p90": 0.03260545370001182, | |
| "p95": 0.033231105900009085, | |
| "p99": 0.03571423648996984, | |
| "values": [ | |
| 0.032609400000012556, | |
| 0.03277053900001192, | |
| 0.03113544100000354, | |
| 0.030868894999969143, | |
| 0.03043872599999986, | |
| 0.030362654999976257, | |
| 0.03112141500002963, | |
| 0.0314320729999622, | |
| 0.032208905000004506, | |
| 0.03118756799995026, | |
| 0.03139487199996438, | |
| 0.031628547000025264, | |
| 0.03169841699997278, | |
| 0.03177348600002006, | |
| 0.03256993700000521, | |
| 0.03129196200001161, | |
| 0.030901677000031214, | |
| 0.03125862999996798, | |
| 0.03181631600000401, | |
| 0.03186610799997425, | |
| 0.031679321000012806, | |
| 0.03215324199999259, | |
| 0.03151287200000752, | |
| 0.03135816500002875, | |
| 0.031430107999995016, | |
| 0.03163476800000353, | |
| 0.031262076000018624, | |
| 0.033794021000005614, | |
| 0.03235118999998576, | |
| 0.03657694199995376, | |
| 0.0314673780000021, | |
| 0.031028913000000102 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 31.47795186129258 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.202279487205442e-06, | |
| "ram": 5.027344148763566e-08, | |
| "gpu": 0.0, | |
| "total": 1.2525529286930775e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 798369.4557669567 | |
| } | |
| } | |
| } | |
| } |