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TensorFlow Latest Pending

TensorFlow: Latest Pending Release

Release date:
Pending release in a future version
Previous version:
v2.21.0 (released March 4, 2026)
Magnitude:
121,716 Diff Delta
Contributors:
229 total committers
Data confidence:
---
Commits:
4,500 impacting commits

40 Features Released with Latest Pending

Fix nested select() error in loader deps
#120709
Include dtypes in TextFileInitializer shared_name
#121081
Support __index__ on SymbolicTensor for static shape dimensions
#121173
Using tf.data.Dataset has big overhead
#38943
Notes on padding missing in documentation
#91613
Fix NaN handling in CPU segment reduction ops
#121028
Clarify the variable-creation error for layer/model call() and embedding_lookup
#121172
tf.math.cumulative_logsumexp produces NaN for inputs containing +inf
#115091
`tf.linalg.solve` behaves inconsistently on GPU for singular matrices depending on shape
#94657
tf.tuple() with a nested-tuple argument is silently returned unchanged under eager execution, but raises a shape ValueError under tf.function tracing (jit_compile=True and autoclustering) [Recent/StarCoder]
#124879
initializing a tf.compat.v1.Session using a tf.compat.v1.ConfigProto with a negative parameter leads to crash
#112404
`tf.io.encode_png` crashes process (`SIGABRT`) with `CHECK` failure when input has 0-dimension
#108916
Crash due to CHECK failure in ConjugateTranspose using TensorFlow C++ API on v2.21.0
#118345
Memory Corruption in matmul with rank-4 input tensor and ONEDNN enabled
#117700
Fix tf.math.cumulative_logsumexp NaN for +inf inputs
#115554
Decode float8 e4m3fnuz/e4m3b11fnuz/e5m2fnuz scalars in MakeNdarray
#121710
[Fix compilation error using MSVC] Add Tensor and Helper forward class declarations
#115737
Bump urllib3 from 2.6.3 to 2.7.0
#118161
Concrete Function output shape sometimes changes after save/load cycle
#44337
Fix grammar and formatting in README installation section
#112288
tf.signal.kaiser_window produces incorrect results for negative beta values
#112200
Add better detection for ANE
#103481
Fix XLA strided-slice crash on degenerate dynamic ranges
#112426
SIGSEGV – Integer Overflow in TFLite Tensor Dimension Parsing (LiteRT)
#111458
tf.raw_ops.AvgPool3DGrad aborts with CHECK failure in MKL path for invalid grad rank (d < dims()), instead of raising InvalidArgumentError
#110797
MKL/oneDNN MaxPool3D aborts (tensor_shape CHECK d < dims) on non-5D input (should raise InvalidArgument)
#111457
MKL/oneDNN Conv3D aborts (tensor_format CHECK failure) on non-5D input (should raise InvalidArgument)
#111453
Integer overflow in Tile kernel MultiplyShapeDims causes heap buffer overflow and SIGBUS crash
#111637
TFLite int16x8 conversion inserts Quantize/Dequantize around SQRT instead of keeping SQRT in the quantized graph
#115046
Windows - tensorflow.python.framework.errors_impl.UnknownError: Failed to rename:
#41380

Browse Other Releases

Latest Pending Unreleased 😎
v2.21.0 Released March 4, 2026
2 Ξ”
v2.21.0-rc1 Released February 27, 2026
1,421 Ξ”
v2.21.0-rc0 Released February 6, 2026
82,204 Ξ”
v2.20.0 Released August 7, 2025
0 Ξ”
v2.20.0-rc0 Released July 24, 2025
130 Ξ”
v2.19.1 Released August 11, 2025
0 Ξ”
v2.19.0 Released March 5, 2025
19 Ξ”
v2.19.0-rc0 Released February 20, 2025
198 Ξ”
v2.18.1 Released March 7, 2025
46 Ξ”
v2.18.0 Released October 21, 2024
3 Ξ”

Top Contributors in Latest Pending

bhupendradubey-cmd
tensorflower-gardener
pschuh
akuegel
sohaibiftikhar
ezhulenev
shawnwang18
hyeontaek
PatriosTheGreat
fnhirwa

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