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Read Conv2D, MaxPooling2D, and Flatten layers from Keras #85

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Merged
merged 20 commits into from
Jun 29, 2022
Merged

Read Conv2D, MaxPooling2D, and Flatten layers from Keras #85

merged 20 commits into from
Jun 29, 2022

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@milancurcic milancurcic commented Jun 14, 2022 •
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This PR adds support for reading CNN layers from Keras HDF5 files.

  • Read Keras data from HDF5
  • Intstantiate neural-fortran layers
  • Test inference from a Keras CNN
  • Example inference program
  • Add functional-fortran to CMake build rules
  • Test with ifort

@milancurcic milancurcic added the enhancement New feature or request label Jun 14, 2022
milancurcic added 14 commits June 15, 2022 13:46
@milancurcic
Enable Conv2D, Flatten, and MaxPooling2D in the network constructor f…
ff2321d 
…rom Keras
@milancurcic
Remove redundant if-block
87ebc11
@milancurcic
Read kernel and bias data for Conv2D layer from Keras; tranpose value…
eb70deb 
…s in the HDF5 reader
@milancurcic
Use reshape to transpose n-dim HDF5 arrays
0268b26
@milancurcic
Don't transpose 4-d kernel; already stored correctly
2ff343e
@milancurcic
CNN from Keras test is passing
5592b9a
@milancurcic
Allow as 3-d output of networks; assign activation function to conv2d…
925e306 
… layers from Keras
@milancurcic
Remove unused import
3a5cc19
@milancurcic
Add CMake rules for functional-fortran
0941ebb
@milancurcic
Add CNN from Keras example; rename the dense from Keras example
148892b
@milancurcic
Update the README feature and examples list
0ada76a
@milancurcic
Bump version to 0.6.0
eb992cb
@milancurcic
Update the project description (not so micro anymore)
c0baf37
@milancurcic
Update list of dependencies
0577f82
@milancurcic milancurcic merged commit a878d03 into modern-fortran:main Jun 29, 2022
@milancurcic milancurcic deleted the keras-reader-cnn branch June 29, 2022 16:51
@milancurcic milancurcic mentioned this pull request Jun 29, 2022
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