[WIP] DL4J toSameDiff conversion method#495

Draft

rnett wants to merge 70 commits into

rn_dl4j_to_samediff

Commits on Jun 22, 2020

Add SameDiff.setOutputs overloads for SDVariables
Ryan Nett
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Add toSameDiff() for MultiLayerNetwork. Doesn't support masks.
Ryan Nett
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Add (not working yet) partial MNIST test.
Ryan Nett
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Commits on Jun 23, 2020

Pass iUpdater and InputType to configuration from builder
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InputPreProcessor default define function, make all InputPreProcessors extend BaseInputPreProcessor
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Add BaseLossFunction with default define function, make others extend it
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Add define for activation functions, helper method for it in BaseLayer
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Update toSameDiff to handle activations, preprocessors, and improvements
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MNIST test implementation
Ryan Nett
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Commits on Jun 24, 2020

A few fixes, most activation and loss implementations
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Fix loss averaging
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Tests and fixes
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Test fixes, mostly specifying output type.
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Test fixes, mostly specifying output type.
Ryan Nett
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add convolution mode
Ryan Nett
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support more output layers
Ryan Nett
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Commits on Jun 25, 2020

implementation for no param layers
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Commits on Jun 27, 2020

Lots of fixes and layer implementations
Ryan Nett
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quick fix & comment
Ryan Nett
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Commits on Jun 29, 2020

Better tests
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partial fixes
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Commits on Jun 30, 2020

reduce overloads
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toSameDiff updates & fixes, ComputationGraph support
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vertices
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new loss definitions
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Fixes, new SameDiff loss layer setup
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Test update
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cleanup
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cleanup
Ryan Nett
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small optimization
Ryan Nett
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Merge remote-tracking branch 'origin/rn_dl4j_to_samediff' into rn_dl4j_to_samediff
Ryan Nett
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support more data formats
Ryan Nett
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Commits on Jul 1, 2020

fix imports
Ryan Nett
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catch & pass regularization and updater exceptions
Ryan Nett
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Update losses & loss layers
Ryan Nett
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Do weight transforms on the INDArray level, not SameDiff
Ryan Nett
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Commits on Jul 2, 2020

ComputationGraph toSameDiff tests & fixes
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fixes
Ryan Nett
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rename fix
Ryan Nett
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cleanup
Ryan Nett
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change weight transform method to alter map
Ryan Nett
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Commits on Jul 3, 2020

test fixes
Ryan Nett
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Test fixes, utils class, overloads ot toSameDiff
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Most of updater state support
Ryan Nett
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Most of updater state support
Ryan Nett
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Merge remote-tracking branch 'origin/rn_dl4j_to_samediff' into rn_dl4j_to_samediff
Ryan Nett
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Commits on Jul 4, 2020

bug fixes
Ryan Nett
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bug fixes
Ryan Nett
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Commits on Jul 6, 2020

Test fixes
Ryan Nett
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More tests, start of training tests
Ryan Nett
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Fix tests not reporting loss failures
Ryan Nett
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Commits on Jul 7, 2020

More fixes
Ryan Nett
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More fixes
Ryan Nett
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Simple test
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Use param map instead of view
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Partial fix?
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reshape order too
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fixes
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add dup
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correct epoch count
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try fix
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More tests
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loss function div fixes
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fix
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fix
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test w/ losses
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disable test timeout when debugging
Ryan Nett
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Commits on Jul 8, 2020

Transform updater state the same way parameters are transformed
Ryan Nett
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new tests
Ryan Nett
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Commits on Jul 9, 2020

more testing
Ryan Nett
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