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plai-group / simple-cnaps

Source codes for "Improved Few-Shot Visual Classification" (CVPR 2020), "Enhancing Few-Shot Image Classification with Unlabelled Examples" (WACV 2022), and "Beyond Simple Meta-Learning: Multi-Purpose Models for Multi-Domain, Active and Continual Few-Shot Learning" (Neural Networks 2022 - in submission)
MIT License
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Bump tensorflow-gpu from 2.6.0 to 2.6.1 #5

Closed dependabot[bot] closed 2 years ago

dependabot[bot] commented 2 years ago

Bumps tensorflow-gpu from 2.6.0 to 2.6.1.

Release notes

Sourced from tensorflow-gpu's releases.

TensorFlow 2.6.1

Release 2.6.1

This release introduces several vulnerability fixes:

  • Fixes a code injection issue in saved_model_cli (CVE-2021-41228)
  • Fixes a vulnerability due to use of uninitialized value in Tensorflow (CVE-2021-41225)
  • Fixes a heap OOB in FusedBatchNorm kernels (CVE-2021-41223)
  • Fixes an arbitrary memory read in ImmutableConst (CVE-2021-41227)
  • Fixes a heap OOB in SparseBinCount (CVE-2021-41226)
  • Fixes a heap OOB in SparseFillEmptyRows (CVE-2021-41224)
  • Fixes a segfault due to negative splits in SplitV (CVE-2021-41222)
  • Fixes segfaults and vulnerabilities caused by accesses to invalid memory during shape inference in Cudnn* ops (CVE-2021-41221)
  • Fixes a null pointer exception when Exit node is not preceded by Enter op (CVE-2021-41217)
  • Fixes an integer division by 0 in tf.raw_ops.AllToAll (CVE-2021-41218)
  • Fixes a use after free and a memory leak in CollectiveReduceV2 (CVE-2021-41220)
  • Fixes an undefined behavior via nullptr reference binding in sparse matrix multiplication (CVE-2021-41219)
  • Fixes a heap buffer overflow in Transpose (CVE-2021-41216)
  • Prevents deadlocks arising from mutually recursive tf.function objects (CVE-2021-41213)
  • Fixes a null pointer exception in DeserializeSparse (CVE-2021-41215)
  • Fixes an undefined behavior arising from reference binding to nullptr in tf.ragged.cross (CVE-2021-41214)
  • Fixes a heap OOB read in tf.ragged.cross (CVE-2021-41212)
  • Fixes a heap OOB in shape inference for QuantizeV2 (CVE-2021-41211)
  • Fixes a heap OOB read in all tf.raw_ops.QuantizeAndDequantizeV* ops (CVE-2021-41205)
  • Fixes an FPE in ParallelConcat (CVE-2021-41207)
  • Fixes FPE issues in convolutions with zero size filters (CVE-2021-41209)
  • Fixes a heap OOB read in tf.raw_ops.SparseCountSparseOutput (CVE-2021-41210)
  • Fixes vulnerabilities caused by incomplete validation in boosted trees code (CVE-2021-41208)
  • Fixes vulnerabilities caused by incomplete validation of shapes in multiple TF ops (CVE-2021-41206)
  • Fixes a segfault produced while copying constant resource tensor (CVE-2021-41204)
  • Fixes a vulnerability caused by unitialized access in EinsumHelper::ParseEquation (CVE-2021-41201)
  • Fixes several vulnerabilities and segfaults caused by missing validation during checkpoint loading (CVE-2021-41203)
  • Fixes an overflow producing a crash in tf.range (CVE-2021-41202)
  • Fixes an overflow producing a crash in tf.image.resize when size is large (CVE-2021-41199)
  • Fixes an overflow producing a crash in tf.tile when tiling tensor is large (CVE-2021-41198)
  • Fixes a vulnerability produced due to incomplete validation in tf.summary.create_file_writer (CVE-2021-41200)
  • Fixes multiple crashes due to overflow and CHECK-fail in ops with large tensor shapes (CVE-2021-41197)
  • Fixes a crash in max_pool3d when size argument is 0 or negative (CVE-2021-41196)
  • Fixes a crash in tf.math.segment_* operations (CVE-2021-41195)
  • Updates curl to 7.78.0 to handle CVE-2021-22922, CVE-2021-22923, CVE-2021-22924, CVE-2021-22925, and CVE-2021-22926.
Changelog

Sourced from tensorflow-gpu's changelog.

Release 2.6.1

This release introduces several vulnerability fixes:

  • Fixes a code injection issue in saved_model_cli (CVE-2021-41228)
  • Fixes a vulnerability due to use of uninitialized value in Tensorflow (CVE-2021-41225)
  • Fixes a heap OOB in FusedBatchNorm kernels (CVE-2021-41223)
  • Fixes an arbitrary memory read in ImmutableConst (CVE-2021-41227)
  • Fixes a heap OOB in SparseBinCount (CVE-2021-41226)
  • Fixes a heap OOB in SparseFillEmptyRows (CVE-2021-41224)
  • Fixes a segfault due to negative splits in SplitV (CVE-2021-41222)
  • Fixes segfaults and vulnerabilities caused by accesses to invalid memory during shape inference in Cudnn* ops (CVE-2021-41221)
  • Fixes a null pointer exception when Exit node is not preceded by Enter op (CVE-2021-41217)
  • Fixes an integer division by 0 in tf.raw_ops.AllToAll (CVE-2021-41218)
  • Fixes a use after free and a memory leak in CollectiveReduceV2 (CVE-2021-41220)
  • Fixes an undefined behavior via nullptr reference binding in sparse matrix multiplication (CVE-2021-41219)
  • Fixes a heap buffer overflow in Transpose (CVE-2021-41216)
  • Prevents deadlocks arising from mutually recursive tf.function objects (CVE-2021-41213)
  • Fixes a null pointer exception in DeserializeSparse (CVE-2021-41215)
  • Fixes an undefined behavior arising from reference binding to nullptr in tf.ragged.cross (CVE-2021-41214)
  • Fixes a heap OOB read in tf.ragged.cross (CVE-2021-41212)
  • Fixes a heap OOB in shape inference for QuantizeV2 (CVE-2021-41211)
  • Fixes a heap OOB read in all tf.raw_ops.QuantizeAndDequantizeV* ops (CVE-2021-41205)
  • Fixes an FPE in ParallelConcat (CVE-2021-41207)
  • Fixes FPE issues in convolutions with zero size filters (CVE-2021-41209)
  • Fixes a heap OOB read in tf.raw_ops.SparseCountSparseOutput (CVE-2021-41210)

... (truncated)

Commits
  • 3aa40c3 Merge pull request #52889 from tensorflow/fix-build-1-on-r2.6
  • 1a97260 Upper bound tensorflow_estimator to match release
  • b03a4f1 Merge pull request #52874 from tensorflow-jenkins/relnotes-2.6.1-11115
  • 1067732 Update RELEASE.md
  • 7882f9c Merge pull request #52875 from tensorflow-jenkins/version-numbers-2.6.1-6784
  • bf0618d Update version numbers to 2.6.1
  • edf2a35 Insert release notes place-fill
  • ea77035 Merge pull request #52865 from tensorflow/fix-build-2-on-r2.6
  • c42e447 Merge pull request #52864 from tensorflow/fix-build-1-on-r2.6
  • f0258a5 Fix build on tensorflow/core/kernels/boosted_trees/stats_ops.cc
  • Additional commits viewable in compare view


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