IlyasMoutawwakil
HF staff
Upload cpu_inference_transformers_multiple-choice_FacebookAI/roberta-base/benchmark.json with huggingface_hub
1d3f20a
verified
| { | |
| "config": { | |
| "name": "cpu_inference_transformers_multiple-choice_FacebookAI/roberta-base", | |
| "backend": { | |
| "name": "pytorch", | |
| "version": "2.3.1+cpu", | |
| "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend", | |
| "task": "multiple-choice", | |
| "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-6.5.0-1023-azure-x86_64-with-glibc2.35", | |
| "processor": "x86_64", | |
| "python_version": "3.10.14", | |
| "optimum_benchmark_version": "0.3.1", | |
| "optimum_benchmark_commit": "0fe64c9dadf839c1f16495afd4c4cbc98fcfce05", | |
| "transformers_version": "4.42.4", | |
| "transformers_commit": null, | |
| "accelerate_version": "0.32.1", | |
| "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": 941.019136, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 1, | |
| "total": 4.310866483000041, | |
| "mean": 4.310866483000041, | |
| "stdev": 0.0, | |
| "p50": 4.310866483000041, | |
| "p90": 4.310866483000041, | |
| "p95": 4.310866483000041, | |
| "p99": 4.310866483000041, | |
| "values": [ | |
| 4.310866483000041 | |
| ] | |
| }, | |
| "throughput": null, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 4.84374311235216e-05, | |
| "ram": 2.024396078313657e-06, | |
| "gpu": 0, | |
| "total": 5.046182720183526e-05 | |
| }, | |
| "efficiency": null | |
| }, | |
| "forward": { | |
| "memory": { | |
| "unit": "MB", | |
| "max_ram": 952.029184, | |
| "max_global_vram": null, | |
| "max_process_vram": null, | |
| "max_reserved": null, | |
| "max_allocated": null | |
| }, | |
| "latency": { | |
| "unit": "s", | |
| "count": 25, | |
| "total": 1.0215790359998778, | |
| "mean": 0.04086316143999511, | |
| "stdev": 0.0009536859727404402, | |
| "p50": 0.04075651599998764, | |
| "p90": 0.04131213279998747, | |
| "p95": 0.042374158799987065, | |
| "p99": 0.044086668039990395, | |
| "values": [ | |
| 0.04107043200002636, | |
| 0.0407658940000033, | |
| 0.04047106499996289, | |
| 0.04080237099998385, | |
| 0.040698878000000605, | |
| 0.040940319000014824, | |
| 0.04058351399999083, | |
| 0.04031187499998623, | |
| 0.0406598849999682, | |
| 0.04047401899998704, | |
| 0.040750083999967046, | |
| 0.04262136599999167, | |
| 0.04086365599999908, | |
| 0.04120233700001563, | |
| 0.04051127899998619, | |
| 0.04038251700001183, | |
| 0.04096992500001306, | |
| 0.04083255799997687, | |
| 0.04075651599998764, | |
| 0.04100771399998848, | |
| 0.04138532999996869, | |
| 0.04454939499999, | |
| 0.03949756700001217, | |
| 0.03986095400000522, | |
| 0.039609586000040053 | |
| ] | |
| }, | |
| "throughput": { | |
| "unit": "samples/s", | |
| "value": 24.471919566684402 | |
| }, | |
| "energy": { | |
| "unit": "kWh", | |
| "cpu": 1.5544607089116026e-06, | |
| "ram": 6.49646714179233e-08, | |
| "gpu": 0.0, | |
| "total": 1.619425380329526e-06 | |
| }, | |
| "efficiency": { | |
| "unit": "samples/kWh", | |
| "value": 617502.9810861163 | |
| } | |
| } | |
| } | |
| } |