Released Neural Network Libraries v1.0.17! Added Xception model, STFT, and synced batch normalization!

Wednesday, May 15, 2019

Release

Posted by shin

We have released Neural Network Libraries v.1.0.17! Added Xception model, STFT, and synced batch normalization!

Spotlight

STFT and inverse STFT

Short-form Fourier Transformation is a popular technique frequently used in speech/audio processing.

Synchronized Batch Normalization

Synchronized batch normalization is useful for distributed training with multiple GPUs.

Xception

Current Lineup of pre-trained models:
* ResNet: 18, 34, 50, 101, 152 layers available
* MobileNet: Both v1 and v2 available
* SENet: 154 layers available
* SqueezeNet: v1.1
* VGG: 11, 13, 16 layers available
* DenseNet: 161 layers available
* Network in Network
* Inception: v3
* Xception

Other Updates

Function Layers

Utilities

Examples

Build

Bug Fix