Nope, you can’t use CUDA for that. CUDA is limited to NVIDIA hardware. OpenCL would be the best alternative. Khronos itself has a list of resources. As does the StreamComputing.eu website. For your AMD specific resources, you might want to have a look at AMD’s APP SDK page. Note that at this time there are several initiatives to translate/cross-compile CUDA … Read more
I was getting errors like this: On a remote machine, with nvidia graphics card. Solved the problem by installing the NVIDIA driver from .run file, with the option –no-opengl-files (Inspired from here: https://gist.github.com/wangruohui/df039f0dc434d6486f5d4d098aa52d07) Hope this helps!
To check which devices are available to TensorFlow you can use this and see if the GPU cards are available: Edit Also, you should see this kind of logs if you use TensorFlow Cuda version :
You will need to add the folder containing the “cl.exe” file to your path environment variable. For example: Edit: Ok, go to My Computer -> Properties -> Advanced System Settings -> Environment Variables. Here look for “PATH” in the list, and add the path above (or whatever is the location of your cl.exe).
The problem was caused by not setting the CUDA_VISIBLE_DEVICES variable within the shell correctly. To specify CUDA device 1 for example, you would set the CUDA_VISIBLE_DEVICES using or The former sets the variable for the life of the current shell, the latter only for the lifespan of that particular executable invocation. If you want to specify more than one device, use … Read more
Surprise surprise, rebooting solved the issue (I thought I had already tried that). The solution Robert Crovella mentioned in the comments may also be useful to someone else, since it’s pretty similar to what I did to solve the issue the first time I had it.
The PDB file is a Visual Studio specific file that has the debugging symbols for your project. You can ignore those messages, unless you’re hoping to step into the code for those dlls with the debugger (which is doubtful, as those are system dlls). In other words, you can and should ignore them, as you … Read more