IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
3fb68dc
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": "33e831737ff6c1ec1dbc9b676a3d556b900bd25a", | |
| "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": 945.7664, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.423514060999992, | |
| "mean": 4.423514060999992, | |
| "stdev": 0.0, | |
| "p50": 4.423514060999992, | |
| "p90": 4.423514060999992, | |
| "p95": 4.423514060999992, | |
| "p99": 4.423514060999992, | |
| "values": [ | |
| 4.423514060999992 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.9348314603169764e-05, | |
| "ram": 2.0625350719728885e-06, | |
| "gpu": 0, | |
| "total": 5.1410849675142654e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 953.106432, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 32, | |
| "total": 1.0254528619998382, | |
| "mean": 0.032045401937494944, | |
| "stdev": 0.0024176598083933323, | |
| "p50": 0.03081651600001578, | |
| "p90": 0.03554242700003556, | |
| "p95": 0.03569214364996469, | |
| "p99": 0.038297389919973175, | |
| "values": [ | |
| 0.0356880499999761, | |
| 0.039465614999983245, | |
| 0.03559557700003779, | |
| 0.030197623999981715, | |
| 0.030340970999986894, | |
| 0.03037281100000655, | |
| 0.030459260000043287, | |
| 0.032919011999979375, | |
| 0.030604671999981292, | |
| 0.03026285599997891, | |
| 0.030795838000017284, | |
| 0.030958611000016845, | |
| 0.030921441999964827, | |
| 0.031053588000020227, | |
| 0.03083719400001428, | |
| 0.03129043899997441, | |
| 0.030191752000007455, | |
| 0.030371096999999736, | |
| 0.030528639999999996, | |
| 0.030390873999976975, | |
| 0.03036234999996168, | |
| 0.030740014000002702, | |
| 0.035697146999950746, | |
| 0.03495193899999549, | |
| 0.03483051300003126, | |
| 0.034528359999967506, | |
| 0.03506407700001546, | |
| 0.0345279189999701, | |
| 0.031942703000026995, | |
| 0.030230513999981667, | |
| 0.029573019999986627, | |
| 0.029758383000000777 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 31.205724988268695 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.1773655227586336e-06, | |
| "ram": 4.9204728099994094e-08, | |
| "gpu": 0.0, | |
| "total": 1.2265702508586277e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 815281.4723004873 | |
| } | |
| } | |
| } | |
| } |