Louis Vaickus
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Why is Titan V training performance so poor?
All, It's been awhile since I made this initial post and I have a few updates. In all our applications using fp32, the Titan V...
4 years ago | 0
Question
What is the image normalization procedure for trainNetwork?
I'm attempting to train a semantic segmentation network (vgg19) on 1.4x10^6 images and the 'initializing image normalization' ph...
6 years ago | 1 answer | 0
1
answerMatlab Causes Ubuntu 17.10 and 18.04 LTS crashes
This turned out to be hardware related. The cleaning crew moved the computer desk and pulled on the display port cord (near a...
6 years ago | 0
| accepted
pixelLabelDatastore read() function gets progressively slower
I ended up making an imagedatastore of the labelled images and then creating the categorical images and imwrite()'ing them in a ...
6 years ago | 0
| accepted
Question
Matlab Causes Ubuntu 17.10 and 18.04 LTS crashes
Upgraded Matlab 2017b to Matlab 2018a on Ubuntu 17.10 and immediately started getting The following error upon startup (even whe...
6 years ago | 1 answer | 0
1
answerQuestion
pixelLabelDatastore read() function gets progressively slower
The following code proceeds quickly (200 images/sec) until around the 12,000th read at which point the read time increases by ro...
6 years ago | 1 answer | 0
1
answerQuestion
When using multiple GPU's get out of memory error at less than max single GPU memory x number GPUS
Running a blockproc operation on a large image. When I use a single GPU I can process a tilesize of 1024x1024 without running...
6 years ago | 1 answer | 0
1
answerQuestion
Select a group gpu's that are discontinuous in gpuDevice
On a 4 GPU machine I get the following output (truncated) from gpuDevice(). 1. Titan V 2. GTX970 3. Titan V 4. Titan...
6 years ago | 1 answer | 0
1
answerQuestion
Matlab restarting Windows 10
Running Matlab 2017b update 3 under heavy load (parfor on 90% of cores, RAM near maximum) in Windows 10 (both intel and AMD syst...
6 years ago | 0 answers | 0
0
answersQuestion
Why is Titan V training performance so poor?
I wanted to speed up my neural network training so upgraded from a GTX1080 to a Titan V expecting a large increase in performanc...
6 years ago | 3 answers | 1