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TensorFlow v2.12.1

TensorFlow: v2.12.1 Release

Release date:
August 28, 2023
Previous version:
v2.12.0 (released March 20, 2023)
Magnitude:
104,319 Diff Delta
Contributors:
277 total committers
Data confidence:
Commits:
2,917 impacting commits

175 Features Released with v2.12.1

Update version numbers for TensorFlow 2.13.0-rc1
#60712
Update version numbers for TensorFlow 2.13.0
#60806
r2.13 cherry-pick: bf4a9d00b2a "Add lld-16 to the build docker image."
#61722
Updated broken link for lib_task_api
#59816
Fixed the broken link in overview.md file
#60252
[Linaro:ARM_CI] Fix version of tb-nightly used in CI
#60342
[TFLite] Change rounding mode of the quantized RESIZE_BILINEAR op for coherence with MultiplyByQuantizedMultiplier
#51794
Fix XNNPACK build failure with when -mcpu compiler switch is set
#53449
[oneDNN] Fusing _FusedConv2D/3D with {LeakyRelu, Mish}
#58080
[oneDNN] Reset inter to 1 if it's negative
#58046
Count of all fused MLA ops in conv microbenchmark
#58014
Updated image_ops_impl.py
#58725
Adding Sum, Square Op BF16 Test
#58394
enable a oneDNN ITT feature
#59320
[oneDNN] Adding BF16 support for FusedPadConv2D
#59297
[oneDNN] A new pattern for _MklFusedBatchMatMulV2 with preceding Mul op
#59286
[oneDNN]Implement setting max_num_threads hint to oneDNN at primitive creation time.
#59113
[NVIDIA XLA] Improve allreduce reassociation
#59424
[tosa] Legalize tfl.rfft2d to tosa.rfft2d
#59607
`tflite-runtime-nightly` on ARM64 has minimum GLIBC requirement 2.33, which prevents installation in official `python` container images
#59631
[C API][Fix] add recursively handling for AddN variant
#59766
[ROCm] Performance optimization on rocBLAS broadcasting
#59786
[oneDNN] Fix for failures while fusing Mul-Maximum into LeakyRelu
#59949
[oneDNN] Fixing a failure in mkl_fused_batch_norm_op_test
#59999
lite: Add config option to enable label_image example
#60021
lite: Update CMakeLists.txt
#60015
[TF-TRT] Fix repeated layer name bug
#60045
Delete file that got added by mistake
#60070
[NVIDIA XLA] Cover D_amax output fusion for FP8 GEMM when Relu is present in epilogue
#60132
Replace float_t with float in C++ source
#60129

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Top Contributors in v2.12.1

BrianWieder
bhupendradubey-cmd
fionalang
jam14j
faizan-m
cezheng
rainwoodman
rjpower
gflegar
fergushenderson

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Release Notes Published

Release 2.12.1

Bug Fixes and Other Changes

  • The use of the ambe config to build and test aarch64 is not needed. The ambe config will be removed in the future. Making cpu_arm64_pip.sh and cpu_arm64_nonpip.sh more similar for easier future maintenance.
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