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Merge pull request #61634 from 0o001:master PiperOrigin-RevId: 565094585
TensorFlower Gardener
gardener@tensorflow.org
1,694,627,245,000
66dbd1d599dc61f3bbe2ac9441895d0ea3931cb2
Open source global_iter_id.cc for SparseCore. PiperOrigin-RevId: 565097655
Hye Soo Yang
hyey@google.com
1,694,627,266,000
56edb7fc3b9b5e6f1eee637ac17b7fdce395503e
Merge pull request #58400 from SaoirseARM:toupstream/int6x8_32_accum PiperOrigin-RevId: 565106502
TensorFlower Gardener
gardener@tensorflow.org
1,694,629,665,000
c91917d7dcac800676f24b7c6dbb8fb5c4a6ca97
Use tf2xla implementation of SliceOp instead of MLIR. PiperOrigin-RevId: 565111478
A. Unique TensorFlower
gardener@tensorflow.org
1,694,629,845,000
74a206527e98a8da65a8c341a8ac182b2c8ee377
[tflite-gpu] Push select_v2 dim check up from inference to parser. PiperOrigin-RevId: 565113938
Grant Jensen
grantjensen@google.com
1,694,630,316,000
65e5b764a4d0ed22d485959d104163012d102844
[XLA:GPU] Add missing tolerance for BF16 tests in Triton Softmax tests. PiperOrigin-RevId: 565119660
A. Unique TensorFlower
gardener@tensorflow.org
1,694,631,521,000
5c004b4b94d58009a1863a9155fa0c49586c34a3
Adds a new cost component for makespan. PiperOrigin-RevId: 565121864
A. Unique TensorFlower
gardener@tensorflow.org
1,694,631,939,000
96591d041934ee40cd3c087d00501c2727eb7589
#tf-data Scale up `"inject_io_prefetch"` experiment to 50% job level. PiperOrigin-RevId: 565132363
Matt Callanan
mpcallanan@google.com
1,694,634,387,000
646de0c1209b6d5ec9e329642fd61237b4cb36cb
Defines an interface for makespan evaluation. PiperOrigin-RevId: 565134913
A. Unique TensorFlower
gardener@tensorflow.org
1,694,634,958,000
6ed6cf087d12a83b7f129b72ee5e8fc8ea771e09
Remove PluginConfig class. It was always set to PluginConfig::kDefault. PiperOrigin-RevId: 565140913
A. Unique TensorFlower
gardener@tensorflow.org
1,694,636,223,000
67c0625e50468e980d8c97fe5bf74870ec0e7fe5
[XLA:GPU] Fix theoretical bug where shmem_usage > shmem_budget PiperOrigin-RevId: 565152217
Son Tuan Vu
vuson@google.com
1,694,638,565,000
b99dffb460739f08eb0c7da0630fcdee26e57274
Open source kernel for `GetMinibatchesInCsrWithPhysicalReplicaOp` for SparseCore. Open source sparse_core_ops_utils* PiperOrigin-RevId: 565156105
Hye Soo Yang
hyey@google.com
1,694,639,253,000
b090b29c0ae33e525476475959166d9da6a5c0be
Update CocoaPods specs for TFLite 2.13.0 PiperOrigin-RevId: 565157773
Yishuang Pang
ypang@google.com
1,694,639,619,000
9331ee5476b7d5ed98630dbcdef161fa6417af8f
Adding sparse_core_ops_stats_handler for recording metrics PiperOrigin-RevId: 565158613
Hye Soo Yang
hyey@google.com
1,694,639,805,000
59e2bcf69294b07d86b2660b2c9b3f1da3299bc1
[XLA] Add WithReplicaGroups in pattern matcher and modify tests to conform to the new pattern matching format -Add WithReplicaGroups implementation for HloInstructionPattern to match with the collective instruction's replica groups. PiperOrigin-RevId: 565160403
A. Unique TensorFlower
gardener@tensorflow.org
1,694,640,144,000
4f75b24b0f51e407ded4486b22d6a963497c4e7e
UnimplementedError prints the type name. Such that users can act on the classes, adding the override methods there. PiperOrigin-RevId: 565168942
Yu Feng
feyu@google.com
1,694,641,937,000
92691ae0ac0b62b91301db470a4c1644563631c0
Open source op for `GetMinibatchesInCsrWithPhysicalReplica` for SparseCore. PiperOrigin-RevId: 565168980
Hye Soo Yang
hyey@google.com
1,694,641,943,000
f80b7460db914f6f0315161c42dd2d83e6c152d0
Use PjRtFuture returned by ExecutePortable to extend the lifetime of PjRtBuffers. The owned PjRtBuffers in `owned_executable_args` need to live until execution is complete. Currently this is achieved by blocking until all the executable outputs are ready. However, this seemed to cause performance overheads, see b/2996...
Swachhand Lokhande
swachhand@google.com
1,694,641,980,000
adcfd3f69cd74ed7bae0c19d5dee72f6ea5197cc
Merge pull request #61809 from terryheo:use-ndk-r26 PiperOrigin-RevId: 565170354
TensorFlower Gardener
gardener@tensorflow.org
1,694,643,558,000
e54cae408998e0493eda56cf35ae181742b69c95
[XLA:GPU] Limit unroll factor for column reductions Vectorized column reductions might exceed shmem budget. Limit the unroll factors to avoid this. PiperOrigin-RevId: 565170403
Son Tuan Vu
vuson@google.com
1,694,642,267,000
310715d91f14bf9c9ada4f8fb12c8c814feab628
Add a test using the FlatBuffer C API (rather than the FlatBuffer C++ API) to construct the TFLiteSettings FlatBuffer. PiperOrigin-RevId: 565184361
Fergus Henderson
fergus@google.com
1,694,645,356,000
caac4ac308e65c18602159097ad9a11a224b8614
Add 5c9f72faadaca7250b341b99da358e855a8d902e from abseil-cpp. PiperOrigin-RevId: 565187417
Clive Verghese
cliveverghese@google.com
1,694,646,078,000
96d793172d7e7892f03032d0eb260b01e2e64ff5
Open source mesh_util_test.py PiperOrigin-RevId: 565189870
Yu Feng
feyu@google.com
1,694,646,616,000
7cf3460cd1de6cefb50780d50394d6fdd0e863b5
Add missing backquotes in a couple of places in the release notes. PiperOrigin-RevId: 565191065
Fergus Henderson
fergus@google.com
1,694,646,921,000
75fb8c8e8cf3a8c5eb8744c3ce79d9571c324215
#tf-data Provide autotune with fresh values for cpu/ram budget The loop that runs Autotune will fetch current values for available CPU and RAM on each iteration. This helps in situations where the hardware resources available to tf.data may be vertically scaled up or down based on usage during the process' lifetime. ...
A. Unique TensorFlower
gardener@tensorflow.org
1,694,648,619,000
4404175d0dd55775260496f0615b48eb83f0c0d9
Add configurable retries for SetServerDef, for fault tolerance amidst preemptions. There's a short period during ParameterServerStrategy initialization / cluster connection in which worker preemptions will lead to UnavailableErrors from CreateContext calls. This adds configurable retries to SetServerDef so that a sing...
James Mullenbach
jmullenbach@google.com
1,694,653,510,000
0d333c8ae021981e3c9be121834709267d16f2c3
Change 2/6 for making MSA repacking slice aware. Fix a bug in which we over-allocate space for slices, when they are colocated with larger buffers. The interaction causing this behavior is as follows: A) GlobalDecreasingSizeBestFitHeap::FindChunkCandidates() adds additional space to the last chunk in a sliced allocat...
Ryan M. Lefever
lefever@google.com
1,694,654,249,000
ebe4f498df55278020b5c7a78d6a98b13b990294
Fix comment bug in tsl's clean_dep PiperOrigin-RevId: 565223624
Jake Harmon
jakeharmon@google.com
1,694,656,259,000
d8a17da3f037ce0d5c97a8ee256c3c314fdee910
Change 3/6 for making MSA repacking slice aware. Changed SlicedAllocationFinder to - accept a method to determine if allocations a permitted to begin at a given offset - expose a method to test if a sliced allocation can fit at a specific offset PiperOrigin-RevId: 565231151
Ryan M. Lefever
lefever@google.com
1,694,659,269,000
20196d5398856168158d9d214d7a36d28570fe91
Add highway c++ library as a dep to TensorFlow PiperOrigin-RevId: 565237467
Hye Soo Yang
hyey@google.com
1,694,661,303,000
ab7c193a3d87ad5d8679e600aa511468d7bc2506
lite: enable group conv -> conv2d conversion PiperOrigin-RevId: 565268295
Zichuan Wei
zichuanwei@google.com
1,694,672,454,000
f3b30f5a0b191b09b818ae0b7afebc782f1a868d
compat: Update forward compatibility horizon to 2023-09-14 PiperOrigin-RevId: 565301845
A. Unique TensorFlower
gardener@tensorflow.org
1,694,682,126,000
f17c9f5ef5830d86705f3f3884665ad98bbf9cc2
Update GraphDef version to 1619. PiperOrigin-RevId: 565301847
A. Unique TensorFlower
gardener@tensorflow.org
1,694,682,127,000
ac9aa167ff6526ebf265c685324d229bfadf5aef
Select correct FC 8x16 path PiperOrigin-RevId: 565302587
Alan Kelly
alankelly@google.com
1,694,682,328,000
2736ef7a654f737095aa9b1ace8d810766165560
[XLA:GPU] Handle kTranspose in optimized HLO in Triton emitters. PiperOrigin-RevId: 565307989
Ilia Sergachev
sergachev@google.com
1,694,684,089,000
e585ea7203a26cb0b10e702b4c9f193fc97325e8
Added placeholder for internal RPC option. PiperOrigin-RevId: 565319212
A. Unique TensorFlower
gardener@tensorflow.org
1,694,687,461,000
3da3565572613e3e00cab8ad5bf16738ef1cc684
[Linaro:ARM_CI] Update to clang-17 Update compiler in use to be clang-17 to maintain sync with other builds.
Andrew Goodbody
andrew.goodbody@linaro.org
1,694,447,361,000
cd3d3c25b481e71fe6b41da896a0337bd0ca29d6
Add StableHLO Quantizer as an option in TF Quantizer. PiperOrigin-RevId: 565339452
Jiyoun (Jen) Ha
jiyounha@google.com
1,694,694,476,000
b24592bcda677a0725080af48b0370869766d958
Const-correctness fixes for GetFusionRoots. The output is mutable for no good reason, which causes issues when we want to express "this fusion instruction's roots or the instruction if it's not a fusion". PiperOrigin-RevId: 565341699
Johannes Reifferscheid
jreiffers@google.com
1,694,695,287,000
98b0549d683f987f361a7e11713091f88741c959
Integrate LLVM at llvm/llvm-project@bf8fd086d09c Updates LLVM usage to match [bf8fd086d09c](https://github.com/llvm/llvm-project/commit/bf8fd086d09c) PiperOrigin-RevId: 565351116
Benjamin Kramer
kramerb@google.com
1,694,698,493,000
9d833cd42c29df337da1dd166b70119e03516469
Internal Code Change PiperOrigin-RevId: 565353457
A. Unique TensorFlower
gardener@tensorflow.org
1,694,699,249,000
ad428bcfb9008917dd276a834d3f5933ecdc3e1f
Fixes to avoid deadlocks with collectives in the pipelining while loop PiperOrigin-RevId: 565355251
Pat Notz
patn@google.com
1,694,699,813,000
c6b4dd5ef2a48afeefe6abf8228ecdd31fa46786
[xla] Rename LatencyHidingSchedulerPreparation pass to P2PSchedulePreparation pass. This is because the pass is needed to linearize point-to-point Send and Recv chains an HLO scheduler. Modify the GPU HLO scheduler to call P2PSchedulePreparation pass regardless whether the latency hiding scheduler is on. PiperOrigin...
Bixia Zheng
bixia@google.com
1,694,704,912,000
a69eea2814d9ff3ec9a286c0816f8367d1816a51
Internal changes only. PiperOrigin-RevId: 565383371
A. Unique TensorFlower
gardener@tensorflow.org
1,694,707,065,000
704c1918a05574215d0499a74905f9a43fab01d5
Open source op for `GetMinibatchesInCsrWithPhysicalReplica` for SparseCore. PiperOrigin-RevId: 565384260
A. Unique TensorFlower
gardener@tensorflow.org
1,694,707,271,000
7718a3c01fec88c22c87be5385545dd2928f3c41
[tf2xla] remove useless code. PiperOrigin-RevId: 565395488
A. Unique TensorFlower
gardener@tensorflow.org
1,694,709,766,000
f6ece021bb02d666a81345426e4e19c1ce8b816c
update with the correct checksum
justkw
karen.wu@intel.com
1,694,710,778,000
d25fabc24de08c453aa52ecbdf5ca0ce160cd170
Uses slightly more descriptive loop iterator names (i -> node_idx, or i -> edge_idx) when processing members of the solver request object. PiperOrigin-RevId: 565398513
A. Unique TensorFlower
gardener@tensorflow.org
1,694,710,407,000
c137d4b055e4abb44af53ef200847a09aa199bdb
[xla] Extend collective-pipeliner to support the pipelining of Send and Recv chains. Extend collective-pipeliner to support the backward pipelining of Recv-done, which has the effect of pipelining a Send and Recv chain. Extend the HLO verifier to support multiple Send and Recv pairs using the same channel IDs, which ...
Bixia Zheng
bixia@google.com
1,694,710,839,000
24a9884fac5646a459594d1193c7c796e3f3c4a5
Define StableHLO RngBitGenerator as builtin op to schema and add a reference kernel for it. PiperOrigin-RevId: 565413735
Yishuang Pang
ypang@google.com
1,694,713,422,000
9fa010483866844ff9b2237e454e00848f58b351
[tflite] Temporarily add back mhlo.scatter to TF patterns This broke some tests outside of tflite and darwinn. Temporarily adding back these patterns until the test issues are resolved. PiperOrigin-RevId: 565415946
A. Unique TensorFlower
gardener@tensorflow.org
1,694,713,857,000
1ec5ed423d64fd1d15fee2fec86d5798f4bf6d05
Support for GPU Memory Streamz Metrics PiperOrigin-RevId: 565417401
A. Unique TensorFlower
gardener@tensorflow.org
1,694,714,138,000
48b73ff00f3b1523bdc6c17087bdecb07bb95daa
[TF:PJRT] Use AcquireExternalReference to create a Tensor with PjRtTensorBuffer. Before this change, only PjRtStreamExecutorBuffer can be used to create a Tensor with PjRtTensorBuffer. After this change, a Tensor with PjRtTensorBuffer can be created with any PJRT client that supports AcquireExternalReference. PiperOr...
Jieying Luo
jieying@google.com
1,694,714,622,000
f50884936e6e5db528c2f5ab2b8566326fef72c3
[mlir][sparse][xla] rename files for future extension. PiperOrigin-RevId: 565428745
A. Unique TensorFlower
gardener@tensorflow.org
1,694,716,302,000
2ecb3fb78c49f5863ceb91f1d81e280076e73645
[PJRT C API] Support passing allocator_config as an option in PJRT GPU plugin. PiperOrigin-RevId: 565429986
Samuel Agyakwa
sagyakwa@google.com
1,694,716,563,000
32fd4805aba5fe028b2c36cdab9d14f32a3bb273
#tf-data-service Update mutex lock to shared lock. The dispatcher gets blocked when there are too many workers. PiperOrigin-RevId: 565430053
Yang Chen
yangchen@google.com
1,694,716,580,000
66230bb61fc33eefce9d6427121e1560b93596f6
Support for legalizing convolutions with dynamic batch dimension PiperOrigin-RevId: 565431519
A. Unique TensorFlower
gardener@tensorflow.org
1,694,716,907,000
1ffe70e2ab61fc22e792b640db53a541b153a8ac
Invoke vendoring logic for Windows PiperOrigin-RevId: 565459002
Jake Harmon
jakeharmon@google.com
1,694,722,939,000
bff19b28da2f12be395b72874c2c8d36547c30f7
#tf-data-service Simplify `"no_compression"` experiment implementation. PiperOrigin-RevId: 565461943
Matt Callanan
mpcallanan@google.com
1,694,723,539,000
72df60c5451ccec269d071cbff30038abb4e7d0b
Change 4/6 for making MSA repacking slice aware. Split FindChunkCandidates() into 3 methods: - GetMaxColocationSize - CreateSlicedAllocationFinder - PostProcessFindChunkCandidatesResult We do this so that slice-aware repacking can make use of the individual methods. In particular, when more than 1 sliced allocation i...
Ryan M. Lefever
lefever@google.com
1,694,725,526,000
3b721239cf375b378610dc8cea2b676faf24530b
[PJRT C API] Implement PjRtCApiBuffer::is_dynamic_dimension(). Store is_dynamic_dimension_ at PjRtCApiBuffer by reconstructing from the number of dimensions and output of calling PJRT_Buffer_DynamicDimensionIndices. Also change PJRT_Buffer_DynamicDimensionIndices so that it only sets dyn_dim_indices the first time it...
Jieying Luo
jieying@google.com
1,694,726,279,000
37c476e382db559ab5a30423b8b03a4512b82245
Add support for float flags to compiler_options. PiperOrigin-RevId: 565475731
Parker Schuh
parkers@google.com
1,694,726,344,000
39fcac026233e4f803c3e9c9b3054dcd2d89c5fc
#tf-data-service Use absl::Status in snapshot_manager. PiperOrigin-RevId: 565478401
Yang Chen
yangchen@google.com
1,694,726,959,000
a5c2f0a3e8c8ffca543f7ec13d90bc7049fa69cc
Refactors the solution extraction logic into its own function. PiperOrigin-RevId: 565489501
A. Unique TensorFlower
gardener@tensorflow.org
1,694,729,452,000
d52a753c6a51466af18db3dc58da6251608e4a8f
Merge pull request #61817 from DrMarcII:apigen PiperOrigin-RevId: 565497974
TensorFlower Gardener
gardener@tensorflow.org
1,694,732,013,000
0761e7831af8be457b31f879d2768dd2911ea387
Remove GenericFunction class in favor of PolymorphicFunction PiperOrigin-RevId: 565512443
Faizan Muhammad
fmuham@google.com
1,694,734,774,000
66c2a25e1c754754b5eadc515aa39cfd1d512076
Open source op for `GetMinibatchesInCsrWithPhysicalReplica` for SparseCore. Rollback of rollback. PiperOrigin-RevId: 565519907
Hye Soo Yang
hyey@google.com
1,694,736,700,000
e53dd8e0b1eaf84c346fd01a73de0fbfd429dd3c
Add per-compilation resource context to LoadingResult. Similar to LoadedClientGraph in GraphExecutor, each compiled graph should have its own resource context, so that the resource inside that references compiled graph wouldn't conflict with each other. PiperOrigin-RevId: 565522943
Kuangyuan Chen
chky@google.com
1,694,737,594,000
d8d267596bbf592a5043eb27ef92f0a21df94dd1
#tf-data-service Make SnapshotManager thread-safe. Currently, one mutex guards the snapshot manager for all snapshots. This is suspected to cause contention when the dispatcher is responsible for multiple snapshots and many workers. PiperOrigin-RevId: 565526669
Yang Chen
yangchen@google.com
1,694,738,814,000
01982d9ebe9b22184d75823906e43cb7d873d9a1
Merge pull request #61799 from Intel-tensorflow:karen/upgrade-sqlite PiperOrigin-RevId: 565545139
TensorFlower Gardener
gardener@tensorflow.org
1,694,745,874,000
b89baa4e1f45dc90fa348785452ceac0a916fc65
Merge pull request #61855 from cjflan:cf/release-test-enhancments PiperOrigin-RevId: 565555875
TensorFlower Gardener
gardener@tensorflow.org
1,694,749,878,000
5bef7ce69551df9ee3af189d9606c19a70d12d57
Merge pull request #61833 from elfringham:clang17 PiperOrigin-RevId: 565556493
TensorFlower Gardener
gardener@tensorflow.org
1,694,750,313,000
8468eb8ab4973ce659796ba6c04bfc6ab3455225
Internal Code Change PiperOrigin-RevId: 565564801
A. Unique TensorFlower
gardener@tensorflow.org
1,694,752,804,000
2438d19bb086114ca27b627e56c5b5e25418621e
Open source op & kernel for ConvertToCooTensor PiperOrigin-RevId: 565581273
Hye Soo Yang
hyey@google.com
1,694,758,003,000
f7c4ee46f532521a9e581f31436eac70da34d266
Internal Code Change PiperOrigin-RevId: 565605737
A. Unique TensorFlower
gardener@tensorflow.org
1,694,765,922,000
c6e386f07aa6d5f084e4db8b69e17e91ce7d34c1
Clang Migration Windows
Raunak
mayank.kumar.raunak@intel.com
1,694,768,540,000
3a62569b5c3a092fab42b4da40819f8ee59777fd
Update GraphDef version to 1620. PiperOrigin-RevId: 565614806
A. Unique TensorFlower
gardener@tensorflow.org
1,694,768,730,000
9a21fcf571cab1a34435c72ac3508910fd8533ef
compat: Update forward compatibility horizon to 2023-09-15 PiperOrigin-RevId: 565614823
A. Unique TensorFlower
gardener@tensorflow.org
1,694,768,736,000
fffde0e8430c91c6f23611ee93d557e746a4b941
[XLA:GPU][NFC] Remove outdated documentation files PiperOrigin-RevId: 565617828
Tamás Danyluk
tdanyluk@google.com
1,694,769,729,000
674a70a9064b8007da65c471fc88c9b0b9a819cb
[XLA:GPU] Set the debug options on the extracted HLOs before doing the SplitK transform This fixes the --xla_gpu_triton_gemm_disable_reduced_precision_reduction flag for autotuning. PiperOrigin-RevId: 565634784
Tamás Danyluk
tdanyluk@google.com
1,694,775,373,000
ac70a0829c9e0dc7faaef850c11689a0a957a4fa
[XLA:GPU] Handle more split-k sizes by padding Now we also allow applying the split-k transformation when the contracting dimension is not divisible by the number of splits. We allow this by padding the contracting dimension to be divisible. The padding is not materialized. The "padding" values are masked out by sett...
Tamás Danyluk
tdanyluk@google.com
1,694,777,632,000
de48970c033f95e69fbb03c489eb78f818ce0d23
Add a new pass in the converter for MHLO -> TFLite conversions. PiperOrigin-RevId: 565643475
Quentin Khan
qkhan@google.com
1,694,778,392,000
3452c11a32f54a0b1b7ee6d6fd6b903acb76f6f1
Integrate LLVM at llvm/llvm-project@ae84b160d2fe Updates LLVM usage to match [ae84b160d2fe](https://github.com/llvm/llvm-project/commit/ae84b160d2fe) PiperOrigin-RevId: 565658144
Benjamin Kramer
kramerb@google.com
1,694,783,284,000
ae92196dd38afd7d9be89b7efa80dcfac3b53d0d
Remove an unused #include. PiperOrigin-RevId: 565671584
Fergus Henderson
fergus@google.com
1,694,787,731,000
c12af26ab68e4255620d824783470e18c6a45618
[XLA:Python] Remove the interpreter client. PiperOrigin-RevId: 565672207
Peter Hawkins
phawkins@google.com
1,694,787,927,000
8fcc1b465a354c2277dc84b7503443013c693541
[SE] [NFC] Remove unused method PiperOrigin-RevId: 565673897
George Karpenkov
cheshire@google.com
1,694,788,467,000
e96e46a6ef82231bce1f3e4c437b4d9fcee8b1de
Boundary functions for producer/consumer fusion. PiperOrigin-RevId: 565678576
Johannes Reifferscheid
jreiffers@google.com
1,694,789,885,000
5a3af90ee76b3b2b5b8e5af47d7237cbc3cd8be9
Always log when delegate cannot be applied due to dynamic tensors PiperOrigin-RevId: 565683384
Alan Kelly
alankelly@google.com
1,694,791,196,000
775bb390c5bfe437cc4e710d6594c745d0002887
Global rename of tf2xla/api/v1 to tf2xla/api/v2 to align with tf1/tf2 PiperOrigin-RevId: 565689095
Mason Chang
masonchang@google.com
1,694,792,689,000
324920bc7f800169cd879d27fdcbb776062c2610
Integrate LLVM at llvm/llvm-project@3d51010a3350 Updates LLVM usage to match [3d51010a3350](https://github.com/llvm/llvm-project/commit/3d51010a3350) PiperOrigin-RevId: 565693453
Benjamin Kramer
kramerb@google.com
1,694,793,864,000
6ed239d72a8453c773a5d1702ce9fd7a1ce04e1f
[mlir][sparse][xla] rename some sparse primitives' name. PiperOrigin-RevId: 565700544
A. Unique TensorFlower
gardener@tensorflow.org
1,694,795,621,000
1f7baa3b563872170bb64a96230e1ec3e0b940e1
Add a generic pattern to lower MHLO quant ops This pattern handles a selection of ops that require uq->int type change only. Use this pattern to consolidate and replace some previous patterns. It also add checks to ensure all UQ types in operands and results are the same. PiperOrigin-RevId: 565707010
A. Unique TensorFlower
gardener@tensorflow.org
1,694,797,169,000
613c27c4d630288b3025790e1e94b3f57b810541
Load rules_license separately PiperOrigin-RevId: 565710394
Jake Harmon
jakeharmon@google.com
1,694,797,884,000
a9ae004fd0ca1eeae1d1e4a08b72491d6dd1cd5d
Internal change only. PiperOrigin-RevId: 565712539
Fiona Lang
flang@google.com
1,694,798,375,000
e41bd3f8ddf9a85356f10977b432afb4b4f6d6a6
Explicitly check if the input module to auto-sharding uses manual sharding, and crash if so as we currently do not support handling such modules. PiperOrigin-RevId: 565712685
A. Unique TensorFlower
gardener@tensorflow.org
1,694,798,403,000
a0943fb1d9fda11ffc4ee5c2c05adaa1518544f6
[XLA] Add a smoke test for the sort comparator. The comparator needs to satisfy the strict weak ordering requirement, otherwise std::sort() may crash. We can't really robustly verify this without considering all triples, but at least we can smoke-test on the first element that the comparator is not reflexive. PiperO...
A. Unique TensorFlower
gardener@tensorflow.org
1,694,799,242,000
a074d946391e9d9fd9c39d4f08b621f9af3dcab9
Internal Code Change PiperOrigin-RevId: 565719155
A. Unique TensorFlower
gardener@tensorflow.org
1,694,799,841,000
03dd8124043037ff8384b7b739ea892352fd02a5
Undo the MHLO::BroadcastInDimOp folding pattern on splat tensor. This helps reduce model size. This pass slightly changes the patterns for average pooling: ``` 1. div(reduce_window(add), const_divisor) -> div(reduce_window(add), broadcast_in_dim(const_divisor)) 2. div(reduce_window(add), reduce_window(const_1, init_va...
Yishuang Pang
ypang@google.com
1,694,800,264,000
2ab61291628c4cbce673bce3e360ae3b8819a0a1
Optimize the performance of `ConvertToCooTensorOp`. This CL combines several optimizations: 1. If the combiner is "sum", we avoid all computation and allocation related to gain-rescaling. 2. If the weights are a scalar, we broadcast the same weight to all tokens. This will avoid the need to execute a `Shape`->`Fill` ...
Derek Murray
mrry@google.com
1,694,800,325,000
57c7009bd72ed8d7591a896eda33df19b3e5e007
[XLA] Fallback to V1 sharding when it's not possible to preserve V2 in PartialTile. PiperOrigin-RevId: 565723524
Ce Zheng
zce@google.com
1,694,800,693,000