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TensorFlow Latest Pending

TensorFlow: Latest Pending Release

Release date:
Pending release in a future version
Previous version:
v2.16.1 (released March 6, 2024)
Magnitude:
102,016 Diff Delta
Contributors:
229 total committers
Data confidence:
---
Commits:
3,135 impacting commits

1273 Features Released with Latest Pending

Automated Code Change
#64360
Add basic support for folding constant RTVars
#64517
Add GetDefaultLayoutForDevice to IFRT.
#65140
Add CalibrationStatisticsSaver op definition
#65219
Rollback of GpuTimer: improve kernel execution time measurement accuracy
#63786
[XLA:Python] Migrate remaining python bindings to nanobind, and delete unused pybind11 code.
#63904
[tflite] Add the skeleton for tflite composite lowering pass.
#64207
Used std::move so that copy is not maintained
#64944
[IFRT] Change {From,To}ShardingProto to Sharding::{From,To}Proto.
#65551
[HloValueSemanticsAnalysis] Fix handling for async start and done.
#64648
Add invoke loop into GPU delegate for TFLite GPU benchmarking to exclude CPU-GPU memory copy & sync time from total latency.
#63234
Add CompositeOp to CustomOp conversion
#64122
Rollback of GpuTimer: improve kernel execution time measurement accuracy
#63736
Move deps inside of `if_cuda_is_configured` where possible
#63825
Rollback of GpuTimer change
#64258
Optimize `BatchedDevicePut` by batching GIL release
#65361
Reland of GpuTimer: improve kernel execution time measurement accuracy
#64131
[xla] Extend collective-pipeliner to support mutation of backward cloned
#63468
Roll back the optimized version of `jax.block_until_ready` due to test breakage
#63777
shlo_ref: Add doc links for contributing & iOS
#64539
Preserve `stablehlo.gather` requantize pattern to meet operand and result type constraint.
#64833
[pjrt] Switch ToLiteral to PjRtFuture<> to signal completion event
#65351
Use payload in jit compiler Error
#65704
#tf-data Add a repetition test for the `index_flat_map` dataset.
#65892
#tf-data Add a test for WeightedFlatMap checkpoints without shuffling.
#65886
Add IFRT pass that verifies if all !ifrt.arrays have sharding specified.
#65026
Add TFRT metric for device execution latency.
#63233
Add a pass that removes `stablehlo.custom_call @Sharding`.
#63582
Add support for parameter streaming with while loop by:
#64187
Cache the executor pointer in the StreamPool at construction time. Otherwise there could potentially be streams from difference executors cached in the same pool.
#63931

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Latest Pending Unreleased 😎
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v2.14.0-rc0 Released September 12, 2023
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Top Contributors in Latest Pending

tensorflower-gardener
qukhan
klucke
ddunl
ezhulenev
yangustc07
hawkinsp
pifon2a
thaink
ghpvnist

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