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Fix broken headings in Markdown files #64

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GitHub changed the way Markdown headings are parsed, so this change fixes it.

See bryant1410/readmesfix for more information.

Tackles bryant1410/readmesfix#1

Luke Iwanski and others added 18 commits February 25, 2017 12:05
 - 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
* 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
* 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.
- 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
* Registers Scatter and ScatterNd Ops for SYCL

* Registers Stack op for SYCL

* Fixes No sycl buffer found error for debug ops

* Registers MatMul and Transpose Ops to SYCL device for double

* Extends analyzer_cli_test.py test to cover SYCL

* Fixes Transpose Op for double when on SYCL

* Bumps Eigen version to fix double precision issue on SYCL

* Extends SessionDebugTestBase to cover SYCL
Fixes syntax for the "For more information" header
 - Bumps Eigen Version
 - Refactors Ops registration
 - Introduces workaround for Const Op related to the difference between
   CUDA which uses pointers and OpenCL that uses buffers/accessors
 - Extends memory types to cover DEVICE_SYCL as well
 - Introduces  GetSYCLDevice() method that returns list of supported devices
   with GPU device having the highest priority ( doesn't include blacklisted devices )
 - ::internal::Transpose -> tensorflow::internal::Transpose in order to
   avoid compilation reported error
 - re-introduces fix for bugged string replacement causing a lot of compilation
   warnings -c -> --include
 - Adds sycl_runtime to bazels ARRAY_DEPS
 - Replicates TF_CALL_GPU_PROXY_TYPES for SYCL
…er#51)

* Avoid functions that might not be defined on SYCL device

* Simplify by using Eigen math functions
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5 participants