AutoML - All Models Post Process Component Failing

KNIME Analytics Platform
21

So I was able to find a solution to get my RTX 40xx to work for Keras DL. Knime version 4.7.7

  1. Created a New GPU Environment.
  2. Opened the Python GPU environment on a command line.
  3. Updated tensorflow to version 1.15 using command:
    pip install tensorflow==1.15 --ignore-installed
  4. Installed tensorflow-directml using command:
    pip install tensorflow-directml
  5. Tested that package runs correctly in Python session as described in TensorFlow with DirectML on Windows | Microsoft Learn
  6. Run the GPU environment in KNIME using test workflow (Image_Classification_MNIST_Solution)
  7. Success!!!
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22

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23

The AutoML components (both classification and regression) should work now as expected.

Make sure to update your KNIME AP to the version “KNIME Analytics Platform v5.1.1.v202309110912” or later versions.

After updating the Model to Cell nodes inside should not fail anymore.

Big thanks to @hornm for fixing the issue! :yellow_heart:

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