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Jim Fleming

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Deep Learning

Jim Fleming in Jim Fleming

Mar 7, 2017

Running TensorFlow (with GPU) on Kubernetes

While GPUs are a staple of deep learning, deploying on GPUs makes everything more complicated, including your Kubernetes cluster. This quick guide will walk through adding basic single-GPU support to Kubernetes.

2 responses

Jim Fleming in Jim Fleming

Sep 21, 2016

Notes on Hierarchical Multiscale Recurrent Neural Networks

Introduces a novel update mechanism to learn latent hierarchical representations from data.

Introduction

Jim Fleming in Jim Fleming

Apr 4, 2016

Before AlphaGo there was TD-Gammon

TL;DR Introduces temporal difference learning, TD-Lambda / TD-Gammon, and eligibility traces. Check…

2 responses

Jim Fleming in Jim Fleming

Jan 26, 2016

An LSTM Odyssey

This week I read LSTM: A Search Space Odyssey. It’s an excellent paper that systematically evaluates the different internal…

Jim Fleming in Jim Fleming

Dec 29, 2015

Highway Networks with TensorFlow

This week I implemented highway networks to get an intuition for how they work. Highway networks…

2 responses

Jim Fleming in Jim Fleming

Dec 4, 2015

Loading TensorFlow graphs from Node.js

Check out the related post: Loading a TensorFlow graph with the C++ API.

5 responses

Jim Fleming in Jim Fleming

Nov 20, 2015

Loading a TensorFlow graph with the C++ API

Check out the related post: Loading TensorFlow graphs from Node.js (using the C API).

28 responses