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Multi Scale 1D ResNet

NetWork

This is a variation of our CSI-Net, but it is a super light-weighted classification network for time serial data with 1D convolutional operation, where 1D kernels sweep along with the time axis. The multi scale setting is inspired by Inception, and we found it useful.

Tested Environment

  1. python 3.6
  2. pytorch 0.4.1
  3. cuda 8.0/9.0
  4. Windows7/Ubuntu 16.04