Merge changes from github.

END_PUBLIC

Note: this CL will break builds.  cl/159887762 to follow to fix all the breakages.

---
Commit 2336cdf7f authored by Maxwell Paul Brickner<mbrickn@users.noreply.github.com>
Committed by gunan<gunan@google.com>:
Updated link to use HTTPS (#10998)

Howdy!

I just updated a link to use https instead of http.

Thanks!
---
Commit ad0892df1 authored by Luke Iwanski<luke@codeplay.com>
Committed by Luke Iwanski<luke@codeplay.com>:
[OpenCL] Fixes run_metadata_test for SYCL

 This test is designed to test CUDA specific behavior

---
Commit 6b37a0725 authored by Todd Wang<toddwang@gmail.com>
Committed by GitHub<noreply@github.com>:
Update comments
---
Commit 1699d904a authored by John Lawson<john@codeplay.com>
Committed by Luke Iwanski<luke@codeplay.com>:
[OpenCL] Fixes CUDA specific test run on SYCL (#56)

The testBadParentValuesOnGPU should only be run on CUDA devices, as the
test checks for particular CUDA behaviour. We don't actually provide a
SYCL kernel for GatherTree and so it's not a problem that the tests
don't target SYCL.
---
Commit 3c1946230 authored by myPrecious<Moriadry@users.noreply.github.com>
Committed by Shanqing Cai<cais@google.com>:
Java API to get the size of specified input list of operations. (#10865)

* Java API to get the size of specified input list of operations

* remove unnecessary explain to avoid bring a new term to users.

---
Commit e911c7480 authored by Luke Iwanski<luke@codeplay.com>
Committed by Luke Iwanski<luke@codeplay.com>:
[OpenCL] REGISTER -> REGISTER6

---
Commit fbf6c4cec authored by superryanguo<superryanguo@gmail.com>
Committed by superryanguo<superryanguo@gmail.com>:
Simplify the Quickstart section with the weblink is better

---
Commit 72e2918cc authored by Taehoon Lee<taehoonlee@snu.ac.kr>
Committed by Taehoon Lee<taehoonlee@snu.ac.kr>:
Fix typos

---
Commit 90c4406b7 authored by Rishabh Patel<patelrishabh@users.noreply.github.com>
Committed by GitHub<noreply@github.com>:
Correct the learning rate as per the code snippet
---
Commit 03da61134 authored by Todd Wang<toddwang@gmail.com>
Committed by GitHub<noreply@github.com>:
Update ir_array.cc
---
Commit 2df6cd3ac authored by Todd Wang<toddwang@gmail.com>
Committed by GitHub<noreply@github.com>:
Another try
---
Commit af0cbace1 authored by Luke Iwanski<luke@codeplay.com>
Committed by Benoit Steiner<benoitsteiner@users.noreply.github.com>:
[OpenCL] Transpose to go through Eigen (#10321)

---
Commit fc7361081 authored by Luke Iwanski<luke@codeplay.com>
Committed by Benoit Steiner<benoitsteiner@users.noreply.github.com>:
[OpenCL] Registers RGBToHSV and HSVToRGB (#91) (#10848)

* [OpenCL] Added RGBToHSV and HSVToRGB

* Aligning '\'
---
Commit 832894ef8 authored by Luke Iwanski<luke@codeplay.com>
Committed by Benoit Steiner<benoitsteiner@users.noreply.github.com>:
[OpenCL] Registers AdjustContrastv2 (#10949)

* [OpenCL] Registers AdjustContrastv2 (#93)

* [OpenCL] Extended adjust_contrast_op_benchmark_test for OpenCL (#96)

* [OpenCL] Extended adjust_contrast_op_benchmark_test for OpenCL

* simplified to #ifndef

* Changed to "#if GOOGLE_CUDA"

* Update adjust_contrast_op_benchmark_test.cc

* Added comments

---
Commit cb4c2f8d1 authored by Yifei Feng<yifeif@google.com>
Committed by Yifei Feng<yifeif@google.com>:
Make TransferBufferToInFeed not virual so it compiles.

---
Commit e89f04d80 authored by Yifei Feng<yifeif@google.com>
Committed by Yifei Feng<yifeif@google.com>:
Fix calling Literal member functions.

---
Commit 15a8df724 authored by Yifei Feng<yifeif@google.com>
Committed by Yifei Feng<yifeif@google.com>:
Fix mac build
clone from meheff's change:
[XLA] Change return type of DeviceAssignment::Deserialize to fix build
breakage on mac.
The mac build had the following error:

error: incomplete type 'xla::DeviceAssignment' used in type trait
expression

This was due to a static method returning a StatusOr<DeviceAssignment>
inside of the definition of DeviceAssignment.

---
Commit a54d43fa4 authored by Yifei Feng<yifeif@google.com>
Committed by Yifei Feng<yifeif@google.com>:
Replace LiteralUtil to Literal in compiler/plugin/executor

---
Commit 88a6bb80c authored by Guenther Schmuelling<guschmue@microsoft.com>
Committed by Guenther Schmuelling<guschmue@microsoft.com>:
expand inline for debug builds to limit number of symbols

---
Commit 62fb49d31 authored by Yifei Feng<yifeif@google.com>
Committed by Yifei Feng<yifeif@google.com>:
Fix visibility error for contrib/remote_fused_graph/pylib/BUILD.

---
Commit 4c75252f2 authored by Mark Neumann<markn@allenai.org>
Committed by Mark Neumann<markn@allenai.org>:
fix initial test values to avoid numerical instability

---
Commit b58d98353 authored by sj6077<epik03sj@gmail.com>
Committed by Benoit Steiner<benoitsteiner@users.noreply.github.com>:
Fixes of AutoParallel bug (#10368)

* Fix the bug that auto_parallel could replicate variable snapshot name

* Use NodeName in grappler:utils instead of substr, convert variables->variable_def of grappler item

* remove variable_def from grappler item, exclude snapshot nodes from dont_replicate_nodes in auto_parallel

---
Commit a286b7db8 authored by Yifei Feng<yifeif@google.com>
Committed by Yifei Feng<yifeif@google.com>:
Make debug_test slice integer.

---
Commit 97fcfdfa6 authored by Toby Boyd<tobyboyd@google.com>
Committed by GitHub<noreply@github.com>:
Fixed path to seq2seq.py and minor formatting
---
Commit 63c1befb8 authored by Anish Shah<shah.anish07@gmail.com>
Committed by Anish Shah<shah.anish07@gmail.com>:
Improve docs for tf.nn.depthwise_conv2d_native

---
Commit 8d42202b2 authored by Yong Tang<yong.tang.github@outlook.com>
Committed by Yong Tang<yong.tang.github@outlook.com>:
Fix mismatched delete in mkl_tfconv_op.cc

This fix fixes mismatched new[]-delete in mkl_tfconv_op.cc

(the file went through clang-format so there are some additional
changes)

Signed-off-by: Yong Tang <yong.tang.github@outlook.com>

---
Commit 26301bd55 authored by Danny Goodman<goodman.danny@gmail.com>
Committed by Danny Goodman<goodman.danny@gmail.com>:
fix error format

---
Commit b3f33ad46 authored by Yao Zhang<yaozhang@google.com>
Committed by TensorFlower Gardener<gardener@tensorflow.org>:
Make changes to prepare for the fused option of batch norm to be set to None (None means using fused batch norm if possible).

PiperOrigin-RevId: 159649743

---
Commit a4a469832 authored by A. Unique TensorFlower<gardener@tensorflow.org>
Committed by TensorFlower Gardener<gardener@tensorflow.org>:
[XLA] Add tests for select ops and while loops that produce tuples that contain predicates.

PiperOrigin-RevId: 159645900

---
Commit 980d3f2be authored by A. Unique TensorFlower<gardener@tensorflow.org>
Committed by TensorFlower Gardener<gardener@tensorflow.org>:
Use C API to implement Operation.name property

This name property is used in many existing tests including those that
already run with C API enabled (math_ops_test, framework_ops_test,
session_test, session_partial_run_test, math_ops_test_gpu, etc).

PiperOrigin-RevId: 159645767

---
Commit 26239c706 authored by A. Unique TensorFlower<gardener@tensorflow.org>
Committed by TensorFlower Gardener<gardener@tensorflow.org>:
Previously we didn't have an implementation of BatchNormInference and BatchNormTraining, which gives a linker error if anyone ever tries to call that. A dummy implementation is friendlier than a linker error.

PiperOrigin-RevId: 159645612

---
Commit f671c5caa authored by A. Unique TensorFlower<gardener@tensorflow.org>
Committed by TensorFlower Gardener<gardener@tensorflow.org>:
BEGIN_PUBLIC
Automated g4 rollback of changelist 159570549

PiperOrigin-RevId: 160182040

1 files changed, 79 insertions, 64 deletions

diff --git a/tools/tf_env_collect.sh b/tools/tf_env_collect.sh
index abeebeadea..a1c9c88c58 100755
--- a/tools/tf_env_collect.sh
+++ b/tools/tf_env_collect.sh
@@ -16,49 +16,62 @@
 
 set -u  # Check for undefined variables
 
-echo "Collecting system information..."
-
-OUTPUT_FILE=tf_env.txt
-
-echo >> $OUTPUT_FILE
-echo "== cat /etc/issue ===============================================" >> $OUTPUT_FILE
-uname -a >> $OUTPUT_FILE
-uname=`uname -s`
-if [ "$(uname)" == "Darwin" ]; then
-  echo Mac OS X `sw_vers -productVersion` >> $OUTPUT_FILE
-elif [ "$(uname)" == "Linux" ]; then
-  cat /etc/*release | grep VERSION >> $OUTPUT_FILE
-fi
-
-
-echo >> $OUTPUT_FILE
-echo '== are we in docker =============================================' >> $OUTPUT_FILE
-num=`cat /proc/1/cgroup | grep docker | wc -l`;
-if [ $num -ge 1 ]; then
-  echo "Yes" >> $OUTPUT_FILE
-else
-  echo "No" >> $OUTPUT_FILE
-fi
-
-echo >> $OUTPUT_FILE
-echo '== compiler =====================================================' >> $OUTPUT_FILE
-c++ --version 2>&1 >> $OUTPUT_FILE
-
-echo >> $OUTPUT_FILE
-echo '== uname -a =====================================================' >> $OUTPUT_FILE
-uname -a >> $OUTPUT_FILE
+die() {
+  # Print a message and exit with code 1.
+  #
+  # Usage: die <error_message>
+  #   e.g., die "Something bad happened."
 
-echo >> $OUTPUT_FILE
-echo '== check pips ===================================================' >> $OUTPUT_FILE
-pip list 2>&1 | grep "proto\|numpy\|tensorflow" >> $OUTPUT_FILE
+  echo $@
+  exit 1
+}
 
+echo "Collecting system information..."
 
-echo >> $OUTPUT_FILE
-echo '== check for virtualenv =========================================' >> $OUTPUT_FILE
-python -c "import sys;print(hasattr(sys, \"real_prefix\"))" >> $OUTPUT_FILE
+OUTPUT_FILE=tf_env.txt
+python_bin_path=$(which python || which python3 || die "Cannot find Python binary")
+
+{
+  echo
+  echo "== cat /etc/issue ==============================================="
+  uname -a
+  uname=`uname -s`
+  if [ "$(uname)" == "Darwin" ]; then
+    echo Mac OS X `sw_vers -productVersion`
+  elif [ "$(uname)" == "Linux" ]; then
+    cat /etc/*release | grep VERSION
+  fi
+  
+  echo
+  echo '== are we in docker ============================================='
+  num=`cat /proc/1/cgroup | grep docker | wc -l`;
+  if [ $num -ge 1 ]; then
+    echo "Yes"
+  else
+    echo "No"
+  fi
+  
+  echo
+  echo '== compiler ====================================================='
+  c++ --version 2>&1
+  
+  echo
+  echo '== uname -a ====================================================='
+  uname -a
+  
+  echo
+  echo '== check pips ==================================================='
+  pip list 2>&1 | grep "proto\|numpy\|tensorflow"
+  
+  
+  echo
+  echo '== check for virtualenv ========================================='
+  ${python_bin_path} -c "import sys;print(hasattr(sys, \"real_prefix\"))"
+  
+  echo
+  echo '== tensorflow import ============================================'
+} >> ${OUTPUT_FILE}
 
-echo >> $OUTPUT_FILE
-echo '== tensorflow import ============================================' >> $OUTPUT_FILE
 cat <<EOF > /tmp/check_tf.py
 import tensorflow as tf;
 print("tf.VERSION = %s" % tf.VERSION)
@@ -67,32 +80,34 @@ print("tf.COMPILER_VERSION = %s" % tf.GIT_VERSION)
 with tf.Session() as sess:
   print("Sanity check: %r" % sess.run(tf.constant([1,2,3])[:1]))
 EOF
-python /tmp/check_tf.py 2>&1  >> ${OUTPUT_FILE}
-
-DEBUG_LD=libs python -c "import tensorflow"  2>>${OUTPUT_FILE} > /tmp/loadedlibs
-grep libcudnn.so /tmp/loadedlibs >> $OUTPUT_FILE
-
-echo >> $OUTPUT_FILE
-echo '== env ==========================================================' >> $OUTPUT_FILE
-if [ -z ${LD_LIBRARY_PATH+x} ]; then
-  echo "LD_LIBRARY_PATH is unset" >> $OUTPUT_FILE;
-else
-  echo LD_LIBRARY_PATH ${LD_LIBRARY_PATH}  >> $OUTPUT_FILE;
-fi
-if [ -z ${DYLD_LIBRARY_PATH+x} ]; then
-  echo "DYLD_LIBRARY_PATH is unset" >> $OUTPUT_FILE;
-else
-  echo DYLD_LIBRARY_PATH ${DYLD_LIBRARY_PATH}  >> $OUTPUT_FILE;
-fi
-
-
-echo >> $OUTPUT_FILE >> $OUTPUT_FILE
-echo '== nvidia-smi ===================================================' >> $OUTPUT_FILE
-nvidia-smi 2>&1 >> $OUTPUT_FILE
-
-echo >> $OUTPUT_FILE
+${python_bin_path} /tmp/check_tf.py 2>&1  >> ${OUTPUT_FILE}
+
+DEBUG_LD=libs ${python_bin_path} -c "import tensorflow"  2>>${OUTPUT_FILE} > /tmp/loadedlibs
+
+{
+  grep libcudnn.so /tmp/loadedlibs
+  echo
+  echo '== env =========================================================='
+  if [ -z ${LD_LIBRARY_PATH+x} ]; then
+    echo "LD_LIBRARY_PATH is unset";
+  else
+    echo LD_LIBRARY_PATH ${LD_LIBRARY_PATH} ;
+  fi
+  if [ -z ${DYLD_LIBRARY_PATH+x} ]; then
+    echo "DYLD_LIBRARY_PATH is unset";
+  else
+    echo DYLD_LIBRARY_PATH ${DYLD_LIBRARY_PATH} ;
+  fi
+  
+  
+  echo
+  echo '== nvidia-smi ==================================================='
+  nvidia-smi 2>&1
+  
+  echo
+  echo '== cuda libs  ==================================================='
+} >> ${OUTPUT_FILE}
 
-echo '== cuda libs  ===================================================' >> $OUTPUT_FILE
 find /usr/local -type f -name 'libcudart*'  2>/dev/null | grep cuda |  grep -v "\\.cache" >> ${OUTPUT_FILE}
 find /usr/local -type f -name 'libudnn*'  2>/dev/null | grep cuda |  grep -v "\\.cache" >> ${OUTPUT_FILE}