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TensorFlow v2.3.2

TensorFlow: v2.3.2 Release

Release date:
June 4, 2021
Previous version:
v2.3.1 (released September 22, 2020)
Magnitude:
648 Diff Delta
Contributors:
5 total committers
Data confidence:
Commits:
14 impacting commits

37 Features Released with v2.3.2

Validate that `DataFormat*` attributes form a permutation.
#45512
Update release notes for TensorFlow 2.3.2
#45769
[Cherrypick:r2.3] Don't do fused average updates inside XLA context as it may create extra tf.cond which causes OOM on TPUs.
#45718
Disable a few tests.
#45721
Disable test which now fails as code is too old.
#45747
Default initialize fixed point Eigen types.
#45521
Default initialize fixed point Eigen types.
#45516
Disable failing test
#45891
Update version numbers for TensorFlow 1.15.5
#45776
Update version numbers for TensorFlow 2.3.2
#45774
[Cherrypick:r2.3] Fix libtensorflow CUDA compute capabilities.
#43713
[CherryPick:r2.3]Add cuda compute configs to the variable list for libtensorflow GPU builds.
#43711
Remove Unsupported gpu architecture compute_80
#43742
Bump junit from 4.11 to 4.13.1.
#43987
Bump junit from 4.11 to 4.13.1.
#43991
Bump libjpeg-turbo from 2.0.4 to 2.0.5
#44846
Bump libjpeg-turbo from 2.0.4 to 2.0.5
#44850
Prevent unitialized memory access in `GraphConstructor::MakeEdge`
#45509
Prevent CHECK-fail in LSTM/GRU with zero-length input.
#45508
Prevent unitialized memory access in `GraphConstructor::MakeEdge`
#45503
Default initialize fixed point Eigen types.
#45505
Prevent CHECK-fail in LSTM/GRU with zero-length input.
#45502
Mark `MemmappedTensorAllocator` as returning opaque handle.
#45507
Validate that `DataFormat*` attributes form a permutation.
#45506
Prevent CHECK-fail in LSTM/GRU with zero-length input.
#45529
Mark `MemmappedTensorAllocator` as returning opaque handle.
#45518
Validate that `DataFormat*` attributes form a permutation.
#45517
Update PCRE library from 8.42 to 8.44
#45548
Update PCRE library from 8.42 to 8.44
#45552
Dockerfiles: Pin pip version and fix apt-get
#45560

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Top Contributors in v2.3.2

crccw
mihaimaruseac
tensorflow-jenkins
yongtang
angerson

Directory Browser for v2.3.2

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Release Notes Published

Release 2.3.2

Bug Fixes and Other Changes

  • Fixes an access to unitialized memory in Eigen code (CVE-2020-26266)
  • Fixes a security vulnerability caused by lack of validation in tf.raw_ops.DataFormatVecPermute and tf.raw_ops.DataFormatDimMap (CVE-2020-26267)
  • Fixes a vulnerability caused by attempting to write to immutable memory region in tf.raw_ops.ImmutableConst (CVE-2020-26268
  • Fixes a CHECK-fail in LSTM with zero-length input (CVE-2020-26270)
  • Fixes a security vulnerability caused by accessing heap data outside of bounds when loading a specially crafted SavedModel (CVE-2020-26271)
  • Solves an OOM issue on TPUs when XLA contexts use fused average updates
  • Updates libjpeg-turbo to 2.0.5 to handle CVE-2020-13790.
  • Updates junit to 4.13.1 to handle CVE-2020-15250.
  • Updates PCRE to 8.44 to handle CVE-2019-20838 and CVE-2020-14155.
  • Updates sqlite3 to 3.44.0 to keep in sync with master branch.
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