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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:
122,913 Diff Delta
Contributors:
250 total committers
Data confidence:
---
Commits:
3,745 impacting commits

1507 Features Released with Latest Pending

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
Refer to `_quantization_method` for per-channel quantization of conv layers.
#64397
Guard host transfers inside pure_callbacks from deadlocking the TPU.
#64565
Make the CustomAggregator op stateless
#65034
Use absl::Status rather than tsl::Status
#65089
[XLA] Allow for partially constrained and automatic layouts within tuple parameters and results.
#65439
#shlo_ref Add `popcnt` op.
#63647
[TSL] Fix some erroneous IWYU comments in tsl/platform/protobuf.h, which were missing a space making them ineffective.
#63469
Support per-channel weight-only quantization and enable by default
#66272
Make CachedExecutableBundle movable only to avoid repeated copy and
#66411
#tf-data Support save/load for cache dataset random access iterators.
#66332
[XLA:Python] Port jax_jit module to nanobind.
#63300
Added the core_count attribute to GPU devices
#63604
[XLA:CollectiveTransformationReorderer] Move all-reduce from the bottom of the reshape chain to the top as long as reshape has a single user and all-reduce is not layout constrained.
#63746
Implement pass to convert custom calls to composites
#64311
Include a simple quantization report after `QuantizeCompositeFunctionsPass`.
#65707
Provide a runtime option to lower bound the number of batch threads.
#65686
Automated Code Change
#66138
Reverts f1bac5e7917a4542707c2e175abc5929d4beed3e
#66445
#tf-data For `ParallelMap`, the default value of `deterministic` argument is `True`. Map fusion graph rewrite does not merge nodes with default `deterministic` argument and one with `deterministic=True`. In addition, in the graph, the attribute can hav...
#63826
Automated Code Change
#64480

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Top Contributors in Latest Pending

tensorflower-gardener
qukhan
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klucke
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