Version 0.1.0

[0.1.0] - 2022/01/06

• added basic quantized layers
  • QActivation
  • QConv
  • QLinear
• added several debug layers
• added resnet, lenet
• added various quantization functions
  • approxsign
  • dorefa
  • sign
  • steheaviside
  • swishsign
• added support for cifar10 and mnist
• adds general training script for image classification
• result logger for csv and tensorboard
• checkpoint manager
• eta estimator
• experiment creator
• model visualization in logs and tensorboard
• config classes for bitorch layers / quantizations with automated argparse argument creation