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v1.7.0

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@MatthieuHernandez MatthieuHernandez released this 23 Mar 19:34
· 256 commits to master since this release
v1.7.0
12f938b
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Learn about vigilant mode.

Neural Network Models and Architectures

  • Layers
    • Fix Convolution backpropagation
    • Fix MaxPooling backpropagation
  • Activation Functions
    • Fix ReLU
    • Add GELU

Learning Algorithms and Optimizations

  • Learning
    • Fix MEA stop condition
    • Improve NaN detection
  • Optimizations
    • Implement SIMD optimization with OpenMP

Tests

  • Improve test stability
  • Datasets
    • Improve the best MNIST neural network
    • Improve the best Fashion-MNIST neural network
    • Improve the best CIFAR-10 neural network
Assets 2
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