IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
bb3d8f9
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": "7bf21f8f337be20576044baf0fee5e705e4928fa", | |
| "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": 945.668096, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.437813722999977, | |
| "mean": 4.437813722999977, | |
| "stdev": 0.0, | |
| "p50": 4.437813722999977, | |
| "p90": 4.437813722999977, | |
| "p95": 4.437813722999977, | |
| "p99": 4.437813722999977, | |
| "values": [ | |
| 4.437813722999977 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.8076900394443735e-05, | |
| "ram": 2.0093789267841257e-06, | |
| "gpu": 0, | |
| "total": 5.008627932122786e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 953.1392, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 27, | |
| "total": 1.0025762780000491, | |
| "mean": 0.03713245474074256, | |
| "stdev": 0.0014915116651617484, | |
| "p50": 0.03732559500002708, | |
| "p90": 0.03869733740000356, | |
| "p95": 0.03904438050000749, | |
| "p99": 0.03945255870000551, | |
| "values": [ | |
| 0.03918053099999952, | |
| 0.038726696000026095, | |
| 0.03729446699998107, | |
| 0.03536277700004575, | |
| 0.03867776499998854, | |
| 0.037568647999989935, | |
| 0.03790087699997002, | |
| 0.03751880499999061, | |
| 0.037933247000012216, | |
| 0.03606680000001461, | |
| 0.035449237999955585, | |
| 0.03732559500002708, | |
| 0.03736810499998455, | |
| 0.036944895000033284, | |
| 0.03737733200000548, | |
| 0.036876058000018475, | |
| 0.03689160599998331, | |
| 0.03727300700001024, | |
| 0.037572775000001, | |
| 0.03835113600001705, | |
| 0.038381372000003466, | |
| 0.03682764699999552, | |
| 0.036668690999988485, | |
| 0.03727375800002619, | |
| 0.03954813600000762, | |
| 0.03335137999999915, | |
| 0.032864933999974255 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 26.930619238129108 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.2493953026041775e-06, | |
| "ram": 5.221447878340053e-08, | |
| "gpu": 0.0, | |
| "total": 1.301609781387578e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 768279.4139223142 | |
| } | |
| } | |
| } | |
| } |