Darknet: Open Source Neural Networks in CDarknet is an open source neural network framework written in C and CUDA. It is fast, easy to install, and supports CPU and GPU computation. You can find the source on GitHub or you can read more about what Darknet can do right here:...
Neural Network in C Getting Started The main reason behind this project was to attain a better understanding on how a basic neural network works. Using this project you are able to build a basic neural network with one hidden layer, train it using a dataset and test the results with a dif...
This project was created for the work"Unsupervised Learning of a Hierarchical Spiking Neural Network for Optical Flow Estimation: From Events to Global Motion Perception" (Paredes-Vallés, F., Scheper, K.Y., and de Croon, G.C.H.E., 2018). ...
Deep learning frameworks offer building blocks for designing, training, and validating deep neural networks through a high-level programming interface. Learn More More Resources Explore cuDNN forums. Read cuDNN documentation. Join the NVIDIA Developer Program. ...
ZenDNN Plug-in for PyTorch ZENTORCH_v5.0.2_Python_v3.10.zip This zip file contains the zentorch wheel file and the necessary scripts to set up the environment variables. Compatible with Python version 3.10 ad694dae86c827c5069f370a76680c4e ZENTORCH_v5.0.2_Python_v3.11.zip This zip file...
Model Compression in the Era of Large Language Models Guest editors: Xianglong Liu; Michele Magno; Haotong Qin; Ruihao Gong; Tianlong Chen; Beidi Chen Large language models (LLMs), as series of large-scale, pre-trained, statistical language models based on neural networks, have achieved signif...
Figure 1: cuDNN 5 + Torch speedup vs. Torch-rnn implementation, M40, Intel® Xeon® Processor E5-2698 Network A: RNN size 2560, input size 2560, 1 layer, Seq length 200, batch size 64. Network B: RNN size 256, input size 64, 3 layers, batch size 64. Network C: RNN size 25...
Longwall top coal caving technology is one of the main methods of thick coal seam mining in China, and the classification evaluation of top coal cavability in longwall top coal caving working face is of great significance for improving coal recovery. However, the empirical or numerical simulation...
net = dlnetwork(layers) creates neural network using the specified layers and initializes any unset learnable and state parameters. This syntax uses the input layer in layers to determine the size and format of the learnable and state parameters of the neural network. Use this syntax when layers...
b Performance of neural network in predicting diffusion barrier spectrum in concentrated, Nb33Mo33Ta33, and dilute, Nb90Mo5Ta5, solutions. c Diffusion barrier diagram generated by the neural network. The nonequimolar Nb15Mo65Ta20 alloy exhibits the highest barrier in the Nb–Mo–Ta system. ...