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TensorFlow v2.6.4

TensorFlow: v2.6.4 Release

Release date:

May 18, 2022

Previous version:

v2.6.3 (released January 30, 2022)

Magnitude:

54,479 Diff Delta

Contributors:

205 total committers

Data confidence:

Commits:

2,401

364 Features Released with v2.6.4

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v2.7.1 Released January 30, 2022

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v2.7.0 Released November 1, 2021

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v2.7.0-rc1 Released October 27, 2021

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v2.7.0-rc0 Released May 22, 2022

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v2.6.5 Released May 22, 2022

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v2.6.4 Released May 18, 2022

54,479 Δ

v2.6.3 Released January 30, 2022

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v2.6.2 Released November 3, 2021

18 Δ

v2.6.1 Released October 31, 2021

1,130 Δ

v2.6.0 Released August 9, 2021

9,963 Δ

Top Contributors in v2.6.4

tensorflower-gardener

w-xinyi

joefernandez

faizan-m

mihaimaruseac

shilpakrish2

yangustc07

chr1sj0nes

pineapplejuice233

k-w-w

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Release Notes Published

Release 2.6.4

This releases introduces several vulnerability fixes:

Fixes a code injection in saved_model_cli (CVE-2022-29216)
Fixes a missing validation which causes TensorSummaryV2 to crash (CVE-2022-29193)
Fixes a missing validation which crashes QuantizeAndDequantizeV4Grad (CVE-2022-29192)
Fixes a missing validation which causes denial of service via DeleteSessionTensor (CVE-2022-29194)
Fixes a missing validation which causes denial of service via GetSessionTensor (CVE-2022-29191)
Fixes a missing validation which causes denial of service via StagePeek (CVE-2022-29195)
Fixes a missing validation which causes denial of service via UnsortedSegmentJoin (CVE-2022-29197)
Fixes a missing validation which causes denial of service via LoadAndRemapMatrix (CVE-2022-29199)
Fixes a missing validation which causes denial of service via SparseTensorToCSRSparseMatrix (CVE-2022-29198)
Fixes a missing validation which causes denial of service via LSTMBlockCell (CVE-2022-29200)
Fixes a missing validation which causes denial of service via Conv3DBackpropFilterV2 (CVE-2022-29196)
Fixes a CHECK failure in depthwise ops via overflows (CVE-2021-41197)
Fixes issues arising from undefined behavior stemming from users supplying invalid resource handles (CVE-2022-29207)
Fixes a segfault due to missing support for quantized types (CVE-2022-29205)
Fixes a missing validation which results in undefined behavior in SparseTensorDenseAdd (CVE-2022-29206)
Fixes a missing validation which results in undefined behavior in QuantizedConv2D (CVE-2022-29201)
Fixes an integer overflow in SpaceToBatchND (CVE-2022-29203)
Fixes a segfault and OOB write due to incomplete validation in EditDistance (CVE-2022-29208)
Fixes a missing validation which causes denial of service via Conv3DBackpropFilterV2 (CVE-2022-29204)
Fixes a denial of service in tf.ragged.constant due to lack of validation (CVE-2022-29202)
Fixes a segfault when tf.histogram_fixed_width is called with NaN values (CVE-2022-29211)
Fixes a core dump when loading TFLite models with quantization (CVE-2022-29212)
Fixes crashes stemming from incomplete validation in signal ops (CVE-2022-29213)
Fixes a type confusion leading to CHECK-failure based denial of service (CVE-2022-29209)
Updates curl to 7.83.1 to handle (CVE-2022-22576, (CVE-2022-27774, (CVE-2022-27775, (CVE-2022-27776, (CVE-2022-27778, (CVE-2022-27779, (CVE-2022-27780, (CVE-2022-27781, (CVE-2022-27782 and (CVE-2022-30115
Updates zlib to 1.2.12 after 1.2.11 was pulled due to security issue