IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark.json with huggingface_hub
b8a8105
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": "1c0c7070b263cda84bbf4ff92db4fa108762afe2", | |
| "transformers_version": "4.44.2", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.33.0", | |
| "accelerate_commit": null, | |
| "diffusers_version": "0.30.1", | |
| "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": 946.3808, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.34537063099998, | |
| "mean": 4.34537063099998, | |
| "stdev": 0.0, | |
| "p50": 4.34537063099998, | |
| "p90": 4.34537063099998, | |
| "p95": 4.34537063099998, | |
| "p99": 4.34537063099998, | |
| "values": [ | |
| 4.34537063099998 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.8146927500000125e-05, | |
| "ram": 2.0122956726740038e-06, | |
| "gpu": 0, | |
| "total": 5.0159223172674126e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 953.851904, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 30, | |
| "total": 1.0071965779998209, | |
| "mean": 0.033573219266660695, | |
| "stdev": 0.0018481469363178773, | |
| "p50": 0.03287246350001283, | |
| "p90": 0.03610782000000086, | |
| "p95": 0.03627003564999711, | |
| "p99": 0.036413457899973876, | |
| "values": [ | |
| 0.0361056680000047, | |
| 0.03638691100002234, | |
| 0.03527183400001377, | |
| 0.03439321600001222, | |
| 0.03530510499996353, | |
| 0.03612718799996628, | |
| 0.036424300999954085, | |
| 0.03609698199994682, | |
| 0.03535176299999421, | |
| 0.035268175999988216, | |
| 0.03489370899995947, | |
| 0.03598681599999054, | |
| 0.03433391499999061, | |
| 0.032221228999958385, | |
| 0.03209569500000953, | |
| 0.032058575999997174, | |
| 0.03165014600000404, | |
| 0.03160291699998652, | |
| 0.03291954100001249, | |
| 0.03282538600001317, | |
| 0.031252833999985796, | |
| 0.03235460799999146, | |
| 0.03221055900002057, | |
| 0.031110389999980725, | |
| 0.03167114500001844, | |
| 0.031842462999975396, | |
| 0.03180755900001486, | |
| 0.03151271900003394, | |
| 0.0320074709999858, | |
| 0.0341077560000258 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 29.785645280464145 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.212040713804693e-06, | |
| "ram": 5.065355013056846e-08, | |
| "gpu": 0.0, | |
| "total": 1.2626942639352612e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 791957.3475240483 | |
| } | |
| } | |
| } | |
| } |