Release 2.8.3

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)