Case Study: Using Machine Learning to find my Teddy Bear

Problem For the last 8 years I’ve been travelling with my Teddy Bear (Optymis) taking “selfies” of him whenever I go. The result is a massive collection of photos like those: I wanted to find them all to create an album. My wife and I accumulated a lot of photos – my Google Drive shows… Continue reading Case Study: Using Machine Learning to find my Teddy Bear

Tensorflow 1.5 with AVX2 support on Windows

Here’s a whl file with Tensorflow 1.5rc0 with AVX and AVX2 support. So grab the file and say goodbye to Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 message. Whl was built using Windows 10, Python 3.6, Cuda 9.0, Visual Studio 2015. Link to tensorflow_gpu-1.5.0rc0-cp36-cp36m-win_amd64.whl

Tensorflow 1.5 built with AVX support

TL;DR – download tensorflow 1.5 with AVX support from the link on the bottom of this post When running machine learning code on a new hardware using libraries available on PIP we are not using all capabilities provided by our cpu: 2018-01-10 09:35:05.048387: I C:\tf_jenkins\home\workspace\rel-win\M\windows-gpu\PY\36\tensorflow\core\platform\cpu_feature_guard.cc:137] Your CPU supports instructions that this TensorFlow binary was not… Continue reading Tensorflow 1.5 built with AVX support