systemlibs: protobuf: fix merge conflict

Does not include a handler's tensor representation (and so no copy-on etc.), and almost all of the hooks are missing.

My medium-term goal is to get the parallel device working with function replay so TPU collectives work inside functions. That will also get us a replication primitive for use with the eager/graph agnostic C API, and I'll plan to call it from the existing custom device to start.

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Change-Id: Ic9a5acca7bf42ceb9cb54aca635a9861daca3b38

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Change-Id: Ic5a5d347c38fd94b68e10373c0b66ea3043f2e9b

Improves numerical precision (if applicable) using pairwise summation:
https://en.wikipedia.org/wiki/Pairwise_summation

Thanks to Rasmus Larsen for the succinct binary tree aggregation pseudocode.

Also adds AsString for Variant types: this emits the Variant as a string via
its DebugString().

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last dim.

Also fixed the shape inference code for SpaceToBatchNDOp in order to correctly
handle the given inputs, that contain dynamic dimensions.

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Imported from GitHub PR https://github.com/tensorflow/tensorflow/pull/43950

This is especially useful if we build against X.Y.z and run with X.Y.w
where w != z.
Copybara import of the project:

--
e5183817a249adc6998e7dd29c70974bf2b61221 by Sanjoy Das <sanjoy@playingwithpointers.com>:

Print the version of the cuDNN library found at runtime

This is especially useful if we build against X.Y.z and run with X.Y.w
where w != z.

COPYBARA_INTEGRATE_REVIEW=https://github.com/tensorflow/tensorflow/pull/43950 from sanjoy:print-cudnn-version e5183817a249adc6998e7dd29c70974bf2b61221
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Change-Id: Ifcd3ea5b57b1c97f9a020270d472bd28751ceb07

Currently, the converter generates a wrong constant when the condition is hold.

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The "\" might be converted to "\\" in windows and causing copybara failure during conversion.

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When mounting to /tmp, temporary files in the container is saved
to host directory, making it messy even after container exited.

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The merge of PR 44222 ended up with duplicate keys in the bazel rule
Signed-off-by: NJason Zaman <jason@perfinion.com>

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Change-Id: Ibf94e17f0cd2cf88738d1d08be06cbe68a848ecf

tf.parallel_stack is implemented as a graph rewrite and therefore has no support in eager mode. Added documentation to parallel_stack and raising an error now to reflect that.

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Created a CMakeLists.txt under the lite/examples/minimal

Usage)

$ git clone https://github.com/tensorflow/tensorflow.git tensorflow_src
$ mkdir minimal_build
$ cd miniaml_build
$ cmake ../tensorflow_src/tensorflow/lite/examples/minimal
$ cmake --build . -j

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Change-Id: I85cada5430407e72354d0a31a17584c48407db2f

When processing buffers that are placed in tuples, we create (possibly
redundant) additional tuple and gte instructions, which we later simplify. We
don't need to create these additional instructions for buffers that were
unchanged after memory space assignment. We were facing compile time and OOM
issues without this change.

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Change-Id: Ieb82767ed52d39260141f3e3179387fbf5783920

ConvConstants extended for better mapping on thin dst tensors.

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Change-Id: Ia14be12361ec81c70c0522baa9516c8cb28ba7ff

ConvolutionTransposed3x3 generation changed to use storage type properties instead of specific storage types.

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Multi-worker tutorial: Add the workflow of MWMS+CTL example that is going to be added in the tutorial in multi_worker_tutorial_test.

Fix the flakiness of the test and re-enable in TAP.

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nest.flatten was mangling some attribute lists

Fixes #40895.

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DepthwiseConvolution generation changed to use storage type properties instead of specific storage types.

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Added A14 GPU to enum.

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