* - start working on bp for lstm
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* - further working on bp for lstmLayer
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* - minor change
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* - further work on bp for lstmLayer 2
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* - further work on bp for lstmLayer 3
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* - further work on bp for lstmLayer 4
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* - further work on bp for lstmLayer 5
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* - further work on bp for lstmLayer 6
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* - further work on bp for lstmLayer 7
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* - further work on bp for lstmLayer 8
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* - further work on bp for lstmLayer 9
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* - provide lstmLayerCell and lstmLayerCellBp as separate CUSTOM_OPs
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* - testing and fixing lstmLayerCellBp helper
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* - implement lstmLayerCellBp as separate op
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* - implement lstmLayerBp as separate op (not tested)
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* - fixing calculations of dLdWp and dLdb in lstmLayerCellBp
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* - further work on bp for lstmLayer 10
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* - fixing typo in lstmLayerTimeLoop
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* - forgot to perform clipping of c array and calculate corresponding derivative in lstmLayerCellBp
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* - further work on bp for lstmLayer 10
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* - testing and fixing bugs in lstmLayer_bp op 1
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* - testing and fixing bugs in lstmLayer_bp op 2
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* - turn off heavy tests for cuda for lstmLayer_bp op
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* - forgot to nullify gradients at eliminated time steps (when sequnce length array is present )
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* initial set of include changes
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* one more tweak
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* few more rearrangements
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* few more rearrangements
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* few more rearrangements
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* cuda includes rearrangements
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* java update
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* = namespace changed to sd
- few CMake variables renamed with SD_ prefix
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* java update
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* LoopKind minor fix
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* few more changes
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* few more changes
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* few more changes
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* sanitizer is optional now
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* dev tests updated
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* few more changes
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* last update
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* java update
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* - specifying template instantiation for certain types in float16 and bloat16
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* - polishing bfloat16 and float16 member functions template specialization
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* - rewrite and overload array +-*/ scalar and scalar +-*/ arr in NDAray class
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* - make corrections which have to do with and rvalue lvalue conversions
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* - provide move semantic in NDArray operators array +-/* array
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* float16/bfloat16 tweaks
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* one more tweak
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* - make float16 and bfloat16 to compile successfully on cuda
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* - do not use resources of view-like arrays when move semantics is applied
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* - get rid of pointers in signatures NDArray methods 1
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* - correction of signature of NDArray::dup method
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* - correction of signature of NDArray::reduceAlongDimension method
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* - signature correction of NDArray::applyIndexReduce and applyTrueBroadcast methods
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* - signature correction of NDArray::applyReduce3 and varianceAlongDimension methods
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* - signature correction of NDArray::tensorsAlongDimension and diagonal methods
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* - signature correction of NDArray::allTensorsAlongDimension
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* - signature correction of NDArray::reduceAlongDimension 2
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* - signature correction of NDArray::applyTransform 2
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* - signature correction of NDArray::applyPairwiseTransform 2
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* - signature correction of NDArray::applyBroadcast 2
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* - signature correction of NDArray::applyTrueBroadcast 2
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* - signature correction of NDArray::applyScalar and applyScalarArr
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* - signature correction of NDArray::lambda methods
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* - signature correction of NDArray::reduce3 methods 2
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* - signature correction of following NDArray methods: add/sub/mul/div row/column and fillAsTriangular
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* - signature correction of NDArray::tileToShape methods
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* - signature correction of NDArray::isShapeSameStrict method
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* minor corrections in tests
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* - replace reduce op in batchnorm mkldnn
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* - add explicit templates instantiations for operator+(NDArray&&. const scalar)
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* - corrections of casts in float16/bfloat16
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* - provide move semantics in following NDArray methods: transform, applyTrueBroadcast, transpose, reshape, permute
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* - get rid of input array A duplicate in svd cuda op
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* - avoid available bug in svd cuda API
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* - add temporary global memory buffer in svd cuda when calcUV = false and m != n
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* - remove test with blfoat16 type for betainC
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* - resolve conflicts after master has been merged in
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* - changed type of affected input array in fused_batch_norm
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* - add several explicit type castings
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* - add ND4J_EXPORT to operators
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* - add explicit template types in instantiations of template arithm operators of NDArray class
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* - one more test fix
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Co-authored-by: raver119 <raver119@gmail.com>
Yurii Shyrma
raver119