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Reflection.md

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I have encountered these problems when completing this project.

  • Disconnected or Kernel Died Unexpectedly These two problems occurred many times, as the unzip and training process are particluarly long.

  • Corrupted Files Possibly due to the long unzip time and disconnection problem. There are two files failed to read, and I replaced them by copying the nearby file.

  • Omitted the transformation I did not realized that the ResNet18 accepts an image size of 224 only, not 512. Ignoring this will cause the error either too large or too small.