C-ATTL3 General TODO

General TODO

Open ViktorC opened this issue 7 years ago • 0 comments

[x] Test automation using Google Test
[ ] CMake build
[x] Deconvolutional layer
[x] Convolution, deconvolution, and pooling for 1st and 2nd rank data
[x] Broadcast and reshaping layers
[ ] Pixel shuffle layer
[ ] FFT and/or Winograd filtering for CPU convolution
[ ] More comprehensive GPU support and cuDNN utilization
[ ] Passing data between device layers without copying to and from the host
[x] Network serialization and de-serialization
[x] PPM codec
[ ] GIF codec
[ ] WAV codec
[x] IMDB data set provider
[ ] AN4 data set provider
[x] Working GAN example
[x] NLP example (word2vec, sentiment analysis)
[ ] Text generation example
[ ] Temporal convolutional network example
[ ] Speech recognition example
[ ] Speech synthesis example
[ ] TF-IDF preprocessor
[ ] LDA preprocessor
[x] AMSGrad optimizer
[ ] GRU network
[ ] CTC loss function
[ ] Object detection support (YOLO)
[ ] Hyper parameter tuning framework (grid search, gaussian optimization, evolutionary algorithms)

Apr 26 '18 08:04 ViktorC