importtorchimporttransformersimportturbo_transformersif__name__=="__main__":turbo_transformers.set_num_threads(4)torch.set_num_threads(4)model_id="bert-base-uncased"model=transformers.BertModel.from_pretrained(model_id)model.eval()cfg=model.configinput_ids=torch.tensor( ([12166,10699,16752,4454...
import torch import transformers import turbo_transformers if __name__ == "__main__": turbo_transformers.set_num_threads(4) torch.set_num_threads(4) model_id = "bert-base-uncased" model = transformers.BertModel.from_pretrained(model_id) model.eval() cfg = model.config input_ids = torc...
The Maserati Biturbo has always been a car that fascinated me; perhaps it's that I grew up in the 1980s where box-tacular designs were the norm, but there was something about the styling of the Biturbo that I always found appealing. It was tight and compact, sporty with enough flare ...
TurboTransformers can fully utilize all levels of computing power of the hardware. It has achieved better performance over pytorch / tensorflow and current mainstream optimization engines (such as onnxruntime-mkldnn / onnxruntime-gpu, torch JIT, NVIDIA faster transformers) on a variety of ...
TurboTransformers can fully utilize all levels of computing power of the hardware. It has achieved better performance over pytorch / tensorflow and current mainstream optimization engines (such as onnxruntime-mkldnn / onnxruntime-gpu, torch JIT, NVIDIA faster transformers) on a variety of CPU an...
In our opinion, the tensor transpose API of PyTorch is not stable. We use the following way to transpose weight matrices. weight = torch.clone(torch.t(pooler_params['dense.weight'])) About a fast and user-friendly tool for transformer inference on CPU and GPU Resources Readme License ...
Torch Ignition for Combustion Control of Lean Mixtures; SAE Technical Paper 790440; SAE International: Warrendale, PA, USA, 1979. 11. Brandstetter, W. The Volkswagen Lean Burn Pc-Engine Concept; SAE Technical Paper 800456; SAE International: Warrendale, PA, USA, 1980. 12. Date, T.; Yagi, ...
The exit torch burner was ignited. The fuel tank was pressurized by helium gas. The ignition plug was started. Hot air and liquid hydrogen were supplied to the engine simultaneously and ignited. The ignition plug was stopped. The rotation was accelerated by the windmill effect and turbine power...
The temperature at the exit of the variable-geometry nozzle (TAB-1) rose before the other temperatures, demonstrating that the ignition occurred at the exit torch burner. It was confirmed by a follow-up experiment of the pilot burner that the local equivalence ratio of the pilot burner was ...