Got GPU working after installing a NVIDIA card. Convolutional and Logistic models now working on dataset. I'm seeing 35% error rate with the 256x256 spectrograms across several species...much worse with the convolutional model...trying to figure out why.
Got convolution working very well. Added a records file to keep track of progress.