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IBM Analog Hardware Accelerator Kit 0.9.1
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@kkvtran kkvtran released this 16 May 17:48
· 7 commits to master since this release
v0.9.1
6659f02
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Learn about vigilant mode.

[0.9.1] - 2024/05/16

Added

  • Added column wise scaling logic to fusion import/export to improve accuracy (#652)
  • Added a new example that demonstrates how to import and perform inference using a model which has been trained in a hardware-aware fashion using an external library (#648)
  • Added a wew WeightModifierType.DISCRETIZE_PER_CHANNEL type and a test case to validate the correctness against manual quantization in PyTorch (#618)

Fixed

  • Fix sub-optimal mapping of conductances to weights for fusion by regressing weights per column (#653)
  • Documentation correction: Use ADDITIVE_CONSTANT instead of ADD_NORMAL` in WeightNoiseType (#630)
  • Fix continuing training based on checkpoint using torch tile (#626)
  • Fix the support of different dtypes for the torch model (#625)
  • Fixes the fall-through to the default error message when using drop connect (#624)
  • Update analog_fusion notebook (#611)
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