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Commits on Jun 13, 2021

• add documentation folder and document parallelization considerations

  marph91

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Commits on Jun 9, 2021

• add support for colored inputs (i. e. three input channel)

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• apply black and vsg

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• rework RAM and ROM

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• generalize the first conv layer

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Commits on May 16, 2021

• adapt model to switch easily between convolution and fully connected

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Commits on May 15, 2021

• added license and readme

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Commits on May 14, 2021

• add UART interface

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• window_ctrl: add dummy interface for padding

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• bnn toplevel: check multiple frames

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• average pooling: fix incorrect results for multiple frames

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Commits on May 13, 2021

• rename cnn_lib to bnn_lib and update makefile

  marph91

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• general update

  marph91

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• improve the full bnn testbench

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• correct wrong fan_in (previously taken from one layer too late)

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Commits on Apr 25, 2021

• added toplevel generation from a saved model

  marph91

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• improve the batch normalization and fix an error in the reference formula

  marph91

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• small testbench improvements

  marph91

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• add batch normalization with unsigned values

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Commits on Mar 28, 2021

• add comments and format (see last commit)

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• line buffer: added shift register implementation

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• add convenience function for slice assignment

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Commits on Mar 27, 2021

• adder tree: add test results for parametrization (see last commit)

  marph91

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• convolution: fix bitwidth and adapt adder tree parametrization

  marph91

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• adder tree: prune unneeded array element

  marph91

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• improve the test bnn

  marph91

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• remove unnecessary integer constraints

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Commits on Mar 25, 2021

• add the random seed to a common spot

  marph91

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• stop instantly when assertion fails

  marph91

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• added average pooling module

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• add height and width to toplevel test

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Commits on Mar 24, 2021

• extended the tests for multibit output

  marph91

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• remove unused layer

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Commits on Mar 23, 2021

• convolution: implement support for 8 bit input

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• group common functions

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