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Weekly Report 10 (06.17. ~ 06.21.)
NXXR edited this page Jun 21, 2019
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- Tutorial Project: Classifying Movie Reviews
- Current Roadblocks/Issues
- Plans for Week 11
- Dataset configured
- 50.000 reviews in dataset, reduced to the 10.000 most common words
- split 50/50 into training and test set (25.000 each)
- training set split up into 10.000 entries validation set & 15.000 entries training set
- Network Model compiled
- 2x 16 unit convolutional layers, rectified linear unit (relu) activation (zero negative values)
- 1x convolutional output layer, sigmoid activation (squash into [0, 1] interval)
- Training on Laptop incompatible, tensorflow & anaconda problems with laptop (due to AMD Radeon GFX Card & SSL libraries)
- Training on HCU Desktop currently impeded, tensorflow-gpu doesn't recognice proper cuda driver
- looking into solutions to detect GFX Card properly
- downgrading to CPU training suboptimal as it is needed for Intersection Detection Network later
- Training on HCU GPU Training Machine not yet tried
- Troubleshoot HCU Desktop cuda driver issues to fix GPU assisted training
- Move training of networks to GPU Training Machine
- (opt.) troubleshoot Laptop tensorflow issues, possibly enabling CPU training on Laptop for tutorials