* one test for alex
Signed-off-by: raver119 <raver119@gmail.com>
* fix
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* get rid of safety offset in cpp
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* bfloat16
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* minor test rearrangement to fastpath launch
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* - atomicAdd/Mul/Div fix for float16/bfloat16 misalignment
- one special test for maxpoolbp java
- safety offset of 8 bytes is back to libnd4j legacy
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* - provide new cuda kernel for softmax
Signed-off-by: Yurii <yurii@skymind.io>
* - further work on cuda kernel for softmax
Signed-off-by: Yurii <yurii@skymind.io>
* - correction cuda kernel for softmax
Signed-off-by: Yurii <yurii@skymind.io>
* Add java op class for relu derivative, and use in ACtivation ReLU
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix
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* don't allocate so many float arrays, use INDArrays instead
Signed-off-by: Ryan Nett <rnett@skymind.io>
* re-add pre-processing, better names
Signed-off-by: Ryan Nett <rnett@skymind.io>
* use float[][] pool to avoid extra ndarray creation
Signed-off-by: Ryan Nett <rnett@skymind.io>
* add fallback for Conv layer activation
Signed-off-by: Ryan Nett <rnett@skymind.io>
* add fallback and config option for LSTM layers
Signed-off-by: Ryan Nett <rnett@skymind.io>
* add fallback option and setting for dropout
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fix comments and error messages
Signed-off-by: Ryan Nett <rnett@skymind.io>
* move helper fail count to layer instance
Signed-off-by: Ryan Nett <rnett@skymind.io>
* ignore helperCountFail for equals and json
Signed-off-by: Ryan Nett <rnett@skymind.io>
* typo fix (MLK -> MKL)
Signed-off-by: Ryan Nett <rnett@skymind.io>
* add MKLDNN to error messages
Signed-off-by: Ryan Nett <rnett@skymind.io>
* add helperAllowFallback to builders, deprecate cudnnAllowFallback
Signed-off-by: Ryan Nett <rnett@skymind.io>
* - add one additional test for svd
* - provide float argument in eye op to be a type of output array
Signed-off-by: Yurii <yurii@skymind.io>
* - add cuda capability check to mmulHelper
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* - make use another method for divice id evaluation
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* Eye data type as T argument
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* Refactored kernels for segment_max/min/sum ops.
* Refactored segment_prod kernels.
* Refactored segment_prod kernels.
* DynamicPartition test
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* Addede linear test for dynamic_partition op.
* Refactored test with int datatype.
* some logging
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* some logging
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* some logging
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* dynamicPartition fix
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* get rid of some logging
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* one more test for dynamic_stitch
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* one more test for dynamic_stitch
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* empty check for stitch
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* minor print changes
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* remove some unneeded java-side output shape calculations
Signed-off-by: Ryan Nett <rnett@skymind.io>
* delete Broadcast
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* delete Linear and Module,
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* update Identity, HashCode, and NoOp
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* removed Cast java-side shape function, added tests and SDVariable.isEmpty
Signed-off-by: Ryan Nett <rnett@skymind.io>
* ignoring test w/ issues on master
Signed-off-by: Ryan Nett <rnett@skymind.io>
* noop needs more work, fixed BaseArithmeticBackprop and BaseDynamicTransform ops
merge in master for c++ build fix
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fix EqualTo
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fix other cond ops
Signed-off-by: Ryan Nett <rnett@skymind.io>
* "fake" ops calculateOutputShape() throws exception
Signed-off-by: Ryan Nett <rnett@skymind.io>
* use c++ shape calc for Linspace
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fix exception message, move most to BaseCompatOp
Signed-off-by: Ryan Nett <rnett@skymind.io>
* remove SDVariable.isEmpty
Signed-off-by: Ryan Nett <rnett@skymind.io>
* remove commented out code
Signed-off-by: Ryan Nett <rnett@skymind.io>
* remove unneeded resolveProperties methods
Signed-off-by: Ryan Nett <rnett@skymind.io>
* final fixes, make final to prevent more from being added
Signed-off-by: Ryan Nett <rnett@skymind.io>
* gather fix
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* deprecate DifferentialFunction resolveProps
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* one noop test
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* skip input validation for no-input ops
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* - one more noop empty test
- one more validation before sync
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* typo
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* one more validation fix
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* CUDA empty reductions java side
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* one svd test
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* Corrected segment_mean helpers and added another test.
* Refactored segment_mean kernels to avoid race_condition.
* - further work on layer_norm
Signed-off-by: Yurii <yurii@skymind.io>
* - further work on layer_norm 2
Signed-off-by: Yurii <yurii@skymind.io>
* - correct helpers for svd cuda
Signed-off-by: Yurii <yurii@skymind.io>
* Test updated to reflect changes in random generation
* Invalid resource removed and fixed tests
Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
* one test for gather_nd
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* get rid of old concat tests
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* one printf
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* one more legacy test removed
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* gatherNd launch params fix
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* gatherNd launch params fix
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Robert Altena
raver119
Yurii Shyrma
Alex Black
Alexander Stoyakin
Ryan Nett
Serhii Shepel
shugeo