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Reading Comprehension: The bAbI Dataset

Text Understanding Keras Implementation Accuracy Table

Unitary - 199 recurrent parameters

LSTM - 10000 recurrent parameters

Tests conducted on NVIDIA GTX 940M GPU (384 CUDA cores, 2GB GDDR3 Memory, 953.9 GFLOPS)
Updated on 02/23/2018

Text Understanding DNC Implementation Accuracy Table

Unitary - 256 recurrent parameters

LSTM - 256 recurrent parameters

Tests conducted on NVIDIA GTX 1080 Ti GPU (3584 CUDA cores, 11GB GDDR5X Memory, 11.3 TFLOPS)
Updated on 07/29/2017

Speech Recognition Accuracy Graph Speech Recognition Cross Entropy Graph

Autokey Decryption Accuracy Graph Autokey Decryption Cross Entropy Graph Vigenère Decryption Accuracy Graph Vigenère Decryption Cross Entropy Graph

Tests conducted on NVIDIA GTX 940M GPU (384 CUDA cores, 2GB GDDR3 Memory, 953.9 GFLOPS)
Updated on 11/15/2017