IlyasMoutawwakil HF Staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
d6bd891 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": "0.3.1", | |
| "optimum_benchmark_commit": "9d11320bd2f1225453b4b1dfc080b74581b546cc", | |
| "transformers_version": "4.43.2", | |
| "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": "1.0.7", | |
| "timm_commit": null, | |
| "peft_version": null, | |
| "peft_commit": null | |
| } | |
| }, | |
| "report": { | |
| "load": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 946.794496, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.313512341000035, | |
| "mean": 4.313512341000035, | |
| "stdev": 0.0, | |
| "p50": 4.313512341000035, | |
| "p90": 4.313512341000035, | |
| "p95": 4.313512341000035, | |
| "p99": 4.313512341000035, | |
| "values": [ | |
| 4.313512341000035 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.8135827647315136e-05, | |
| "ram": 2.011855558599791e-06, | |
| "gpu": 0, | |
| "total": 5.014768320591493e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 954.658816, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 32, | |
| "total": 1.0215644260001682, | |
| "mean": 0.031923888312505255, | |
| "stdev": 0.0018398899838980825, | |
| "p50": 0.03103918749997092, | |
| "p90": 0.03544160910001324, | |
| "p95": 0.03592230900002562, | |
| "p99": 0.035999942150018, | |
| "values": [ | |
| 0.03131044799999927, | |
| 0.03089980300001116, | |
| 0.03056804400000601, | |
| 0.030210448000048018, | |
| 0.03076771700000336, | |
| 0.03091327699996782, | |
| 0.031044402999953036, | |
| 0.031192899000018315, | |
| 0.03143868699999075, | |
| 0.031033971999988808, | |
| 0.030517230000043583, | |
| 0.03243987300004392, | |
| 0.030579756999998153, | |
| 0.0307999369999834, | |
| 0.03175518699998747, | |
| 0.0312007739999558, | |
| 0.030900384000005943, | |
| 0.03207098500001848, | |
| 0.030834641000012653, | |
| 0.030943704999970123, | |
| 0.030348285000002306, | |
| 0.030365397000025496, | |
| 0.03088905300000988, | |
| 0.030854067000007035, | |
| 0.03164206600001762, | |
| 0.032655916000010166, | |
| 0.03494886900000438, | |
| 0.03596086400000331, | |
| 0.03589076400004387, | |
| 0.0360174990000246, | |
| 0.03548082700001487, | |
| 0.03508864799999856 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 31.324505029303683 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1726186166401784e-06, | |
| "ram": 4.900615590650111e-08, | |
| "gpu": 0.0, | |
| "total": 1.2216247725466795e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 818581.9594304183 | |
| } | |
| } | |
| } | |
| } |