OpenCL Improvements (#7596)

* OpenCL improvements

Added Tile, Transpose and Range Ops double support for SYCL device.
Moved gpu_device_name() to test_util.py so now it can be used in force_gpu to pull either GPU or SYCL depending on what is available in the system.

* Improvements to the SYCL device support

 - Registration of Type Traits required for stride slice op
 - Registration of ConcatOffset, _ListToArray, _ArrayToList
   Pad, Reverse ( CPU ), ReverseV2 ( CPU ), Size, ExpandDims,
   Squeeze, StridedSlice, StridedSliceGrad, StridedSliceAssign,
   TileGrad, InvertPermutation, Transpose
 - Registration of Sycl kernels only for essential data types
 - Floor_div_real has been disabled for SYCL device
 - Device in control_flow_ops_py_test.py needed to be lower cased

* SYCL support improvements (#31)

* Improvements to the SYCL device support

This commit reduces number of failing tests when TensorFlow compiles
for OpenCL support.

 - Registration of Type Traits required for stride slice op
 - Registration of ConcatOffset, _ListToArray, _ArrayToList
   Pad, Reverse ( CPU ), ReverseV2 ( CPU ), Size, ExpandDims,
   Squeeze, StridedSlice, StridedSliceGrad, StridedSliceAssign,
   TileGrad, InvertPermutation, Transpose
 - Registration of Sycl kernels only for essential data types
 - Floor_div_real has been disabled for SYCL device
 - Device in control_flow_ops_py_test.py needed to be lower cased

* Fixes & Version bump (#33)

* Fix Unbuntu typo. (#38)

unbuntu -> ubuntu

* Add problem descriptions and solutions (#35)

* Add ComputeCpp lib folder to LD_LIBRARY_PATH

* Add ImportError problem + solution

If you get the error message "ImportError: libComputeCpp.so: cannot open shared
object file: No such file or directory", make sure you have added the
path to ComputeCpp's lib folder to your `LD_LIBRARY_PATH`.

* Add another ImportError problem + solution

If you get the error message "ImportError: cannot import name
'pywrap_tensorflow'" you may be standing in the TensorFlow directory.

* Improvements to the SYCL device support

* Registers FloorDiv, FloorMod and SoftMax Ops for SYCL device

* Workaround for 0 bytes allocation for SYCL device (#42)

* Sycl improvements (#44)

- Eigen version bump
 - Extends Cast and Cwise ops benchmark to cover Sycl device
 - Extends device_lib_test.py to cover Sycl device
 - Registers int32, string and ResourceHandler to run on host for
   Enter and RefEnter Sycl Ops
 - Enables RecudeMax op for Sycl since Eigen implementation is ready
 - Registers Less op for Sycl device

* Improved the formatting of the SYCL code

* Fixed compilation error.

* Made sure that using test sessions with force_gpu=True forces the
placement on a gpu device even if none is detected.

1 files changed, 1 insertions, 0 deletions

diff --git a/tensorflow/core/kernels/cwise_op_rsqrt.cc b/tensorflow/core/kernels/cwise_op_rsqrt.cc
index 7dc96d47a6..f23725f48e 100644
--- a/tensorflow/core/kernels/cwise_op_rsqrt.cc
+++ b/tensorflow/core/kernels/cwise_op_rsqrt.cc
@@ -27,6 +27,7 @@ REGISTER5(UnaryOp, CPU, "Rsqrt", functor::rsqrt, float, Eigen::half, double,
                           .TypeConstraint<TYPE>("T"),                 \
                           UnaryOp<SYCLDevice, functor::rsqrt<TYPE>>);
 REGISTER_SYCL_KERNEL(float);
+REGISTER_SYCL_KERNEL(double);
 #undef REGISTER_SYCL_KERNEL
 #endif // TENSORFLOW_USE_SYCL