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TensorFlow v2.7.4

TensorFlow: v2.7.4 Release

Release date:

November 29, 2022

Previous version:

v2.7.3 (released May 20, 2022)

Magnitude:

110,578 Diff Delta

Contributors:

271 total committers

Data confidence:

Commits:

3,911

449 Features Released with v2.7.4

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v2.8.0-rc0 Released September 1, 2022

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v2.7.4 Released November 29, 2022

110,578 Δ

v2.7.3 Released May 20, 2022

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v2.7.2 Released May 12, 2022

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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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Top Contributors in v2.7.4

tensorflower-gardener

k-w-w

ezhulenev

roserg

rdzhabarov

ZacharyGarrett

faizan-m

cheshire

dansuh17

mihaimaruseac

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Release Notes Published

Release 2.7.4

Note: This is the last release in the 2.7.x series

This releases introduces several vulnerability fixes:

Fixes a CHECK failure in tf.reshape caused by overflows (CVE-2022-35934)
Fixes a CHECK failure in SobolSample caused by missing validation (CVE-2022-35935)
Fixes an OOB read in Gather_nd op in TF Lite (CVE-2022-35937)
Fixes a CHECK failure in TensorListReserve caused by missing validation (CVE-2022-35960)
Fixes an OOB write in Scatter_nd op in TF Lite (CVE-2022-35939)
Fixes an integer overflow in RaggedRangeOp (CVE-2022-35940)
Fixes a CHECK failure in AvgPoolOp (CVE-2022-35941)
Fixes a CHECK failures in UnbatchGradOp (CVE-2022-35952)
Fixes a segfault TFLite converter on per-channel quantized transposed convolutions (CVE-2022-36027)
Fixes a CHECK failures in AvgPool3DGrad (CVE-2022-35959)
Fixes a CHECK failures in FractionalAvgPoolGrad (CVE-2022-35963)
Fixes a segfault in BlockLSTMGradV2 (CVE-2022-35964)
Fixes a segfault in LowerBound and UpperBound (CVE-2022-35965)
Fixes a segfault in QuantizedAvgPool (CVE-2022-35966)
Fixes a segfault in QuantizedAdd (CVE-2022-35967)
Fixes a CHECK fail in AvgPoolGrad (CVE-2022-35968)
Fixes a CHECK fail in Conv2DBackpropInput (CVE-2022-35969)
Fixes a segfault in QuantizedInstanceNorm (CVE-2022-35970)
Fixes a CHECK fail in FakeQuantWithMinMaxVars (CVE-2022-35971)
Fixes a segfault in Requantize (CVE-2022-36017)
Fixes a segfault in QuantizedBiasAdd (CVE-2022-35972)
Fixes a CHECK fail in FakeQuantWithMinMaxVarsPerChannel (CVE-2022-36019)
Fixes a segfault in QuantizedMatMul (CVE-2022-35973)
Fixes a segfault in QuantizeDownAndShrinkRange (CVE-2022-35974)
Fixes segfaults in QuantizedRelu and QuantizedRelu6 (CVE-2022-35979)
Fixes a CHECK fail in FractionalMaxPoolGrad (CVE-2022-35981)
Fixes a CHECK fail in RaggedTensorToVariant (CVE-2022-36018)
Fixes a CHECK fail in QuantizeAndDequantizeV3 (CVE-2022-36026)
Fixes a segfault in SparseBincount (CVE-2022-35982)
Fixes a CHECK fail in Save and SaveSlices (CVE-2022-35983)
Fixes a CHECK fail in ParameterizedTruncatedNormal (CVE-2022-35984)
Fixes a CHECK fail in LRNGrad (CVE-2022-35985)
Fixes a segfault in RaggedBincount (CVE-2022-35986)
Fixes a CHECK fail in DenseBincount (CVE-2022-35987)
Fixes a CHECK fail in tf.linalg.matrix_rank (CVE-2022-35988)
Fixes a CHECK fail in MaxPool (CVE-2022-35989)
Fixes a CHECK fail in Conv2DBackpropInput (CVE-2022-35999)
Fixes a CHECK fail in EmptyTensorList (CVE-2022-35998)
Fixes a CHECK fail in tf.sparse.cross (CVE-2022-35997)
Fixes a floating point exception in Conv2D (CVE-2022-35996)
Fixes a CHECK fail in AudioSummaryV2 (CVE-2022-35995)
Fixes a CHECK fail in CollectiveGather (CVE-2022-35994)
Fixes a CHECK fail in SetSize (CVE-2022-35993)
Fixes a CHECK fail in TensorListFromTensor (CVE-2022-35992)
Fixes a CHECK fail in TensorListScatter and TensorListScatterV2 (CVE-2022-35991)
Fixes a CHECK fail in FakeQuantWithMinMaxVarsPerChannelGradient (CVE-2022-35990)
Fixes a CHECK fail in FakeQuantWithMinMaxVarsGradient (CVE-2022-36005)
Fixes a CHECK fail in tf.random.gamma (CVE-2022-36004)
Fixes a CHECK fail in RandomPoissonV2 (CVE-2022-36003)
Fixes a CHECK fail in Unbatch (CVE-2022-36002)
Fixes a CHECK fail in DrawBoundingBoxes (CVE-2022-36001)
Fixes a CHECK fail in Eig (CVE-2022-36000)
Fixes a null dereference on MLIR on empty function attributes (CVE-2022-36011)
Fixes an assertion failure on MLIR empty edge names (CVE-2022-36012)
Fixes a null-dereference in mlir::tfg::GraphDefImporter::ConvertNodeDef (CVE-2022-36013)
Fixes a null-dereference in mlir::tfg::TFOp::nameAttr (CVE-2022-36014)
Fixes an integer overflow in math ops (CVE-2022-36015)
Fixes a CHECK-fail in tensorflow::full_type::SubstituteFromAttrs (CVE-2022-36016)
Fixes an OOB read in Gather_nd op in TF Lite Micro (CVE-2022-35938)