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May 13, 2019
Octave Convolution: Taking a step back and at looking inputs ?
Introduction, brief explanation and detailed PyTorch implementation of Octave convolution from https://arxiv.org/pdf/1904.05049.pdf -
May 12, 2019
Configuring tmux for more intuitive hot keys and better looking UI
Detailed explanation on how to install, configure and manage tmux sessions for a more intuitive user experience -
Jan 31, 2019
Deep Learning inference framework using native Python
Designing a framework to do deep learning inference using only python. -
Jan 29, 2019
The Subtle Art of Fixing and Modifying Learning Rate
An introduction to learning rate hyper-parameter and principles behind procedures to find a good starting value and adapting it over the course of training. -
Dec 16, 2017
High Level Synthesis for Deep Learning
An introduction to hardware accelerator design for machine learning using high level synthesis with OpenCL kernels.