Setup DIGITS (Deep Learning GPU Training System) on Ubuntu 16.04

DIGITS (the Deep Learning GPU Training System) is a webapp for training deep learning models. The currently supported frameworks are: Caffe, Torch, and Tensorflow. Since DIGITS itself is a pure Python project, installation is usually pretty trivial regardless of the platform. The difficulty comes from installing all the required dependencies for Caffe and/or Torch7 and... Continue Reading →

Setup char-rnn and torch-rnn for character level language model in Torch

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch Requirements This code is written in Lua and requires Torch. So Follow the tutorial provided in my previous blog post for installing Torch. Lua Pre-requisite # Install most things using luarocks luarocks install torch luarocks install nn luarocks install optim luarocks... Continue Reading →

Installing Torch 7 deep learning on Ubuntu 16.04

Make sure you have followed caffe setup if not atleast install Prerequisite packages from that post. Step 1: install general dependencies sudo apt-get install --no-install-recommends git software-properties-common Step 2: gedit ~/.bashrc (append following lines) and restart terminal (source ~/.bashrc) export TORCH_ROOT=~/torch Step 3: Download Torch repo in that root location git clone $TORCH_ROOT --recursive... Continue Reading →

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