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W0000 00:00:1714315704.778368 2252 graph_launch.cc:671] Fallback to op-by-op mode because memset node breaks graph update
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[ "@sondosaabed,\r\nI suspect that this is due to **Keras 3** which uses jit compile by default, and **Keras 2** doesn't (user needs to explicitly enable jit), and the warning message is probably from jit/xla. I request you to take a look at this [issue](https://github.com/keras-team/keras/issues/19081) where a simil...
2024-04-28T14:54:55
2024-04-29T10:14:13
2024-04-29T10:14:10
NONE
null
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### Issue type Others ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.15 ### Custom code Yes ### OS platform and distribution Kaggle notebook ### Mobile device _No response_ ### Python version 3.12 ### Bazel version _No response_ ### GCC/compiler ...
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ImportError: DLL load failed while importing _pywrap_tf2
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[ "Hi @kotKolil ,\r\n\r\nIt seems you are using tensorflow 2.16.1 which is a GPU package. GPU support not available for Windows OS since TF2.11v. Please refer the doc [source](https://www.tensorflow.org/install/pip#windows-native) for same.\r\n\r\nEither you need to install WSL2 for enabling GPU support or use tensor...
2024-04-28T13:35:54
2024-04-29T19:35:26
2024-04-29T19:35:22
NONE
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version 2.16.1 ### Custom code Yes ### OS platform and distribution windows 10 ### Mobile device _No response_ ### Python version 3.12.1 ### Bazel version ...
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tf.raw_ops.StringSplitV2 does not limit a number of splits by max_split attribute
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[ "@rkazants I was able to replicate the issue reported [here](https://colab.research.google.com/gist/sushreebarsa/620bf43013e6accbbad6b39ca6446670/66583.ipynb#scrollTo=QScJQq8WYQsk). Could you consider using tf.strings.split instead. It offers an optional max_split parameter to limit the number of splits: https://ww...
2024-04-28T09:40:56
2024-05-15T05:49:10
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NONE
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version 2.16.1 ### Custom code Yes ### OS platform and distribution _No response_ ### Mobile device _No response_ ### Python version _No response_ ### Bazel version _No response_ ### GCC/co...
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2024-04-28T07:00:22
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2024-04-28T05:41:21
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Sharding custom calls cannot be hoisted individually in `WhileLoopInvariantCodeMotion`.
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2024-04-28T01:49:56
2024-05-01T07:18:34
2024-05-01T07:18:32
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Sharding custom calls cannot be hoisted individually in `WhileLoopInvariantCodeMotion`. A sharding custom call annotates sharding to its operand. If we move a single sharding custom call out of the while body, the sharding annotation may not take effect as expected. Taking the follow while body as an example, ``` bod...
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Nitpick: fix bullet point formatting in docs for `Tout` arg of `tf.py_function`
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2024-04-28T00:57:42
2024-05-01T23:09:40
2024-05-01T23:09:39
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Nitpick: fix bullet point formatting in docs for `Tout` arg of `tf.py_function`
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Please update the links on documentation page, pointing to the new location - moved to /src
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[ "@MarkDaoust , Could you please look into this. Thanks!", "Fix inflight.\r\n", "@EonosLovos Here is the fix commit https://github.com/tensorflow/tensorflow/commit/ca59b909c82d254f3dd20bb2acef4485347f31bf\r\n@MarkDaoust , When does the change reflect in the webpage?", "Probably Thursday." ]
2024-04-28T00:26:40
2024-05-06T21:35:31
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Hello! Thank you for all the awesome things you have done! I was browsing tf.keras documentation pages, for example https://www.tensorflow.org/api_docs/python/tf/keras/layers/Dropout and noticed that the pages do not find the lines in source code as expected, instead the 404 is being shown in the middle of ...
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2024-04-27T23:42:38
2024-04-29T01:11:21
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2024-04-27T22:29:49
2024-05-06T00:28:02
2024-05-06T00:27:59
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PR #10495: Enforce same input/output layout for offloading ops
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PR #10495: Enforce same input/output layout for offloading ops Imported from GitHub PR https://github.com/openxla/xla/pull/10495 This patch makes sure that the host offloader will not introduce layout mismatches after removing the offloading custom calls by constraining the layout assignment to assign the same layout...
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Skip graph export for newly added TF MLIR functions if backend_compiler is not specified.
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Skip graph export for newly added TF MLIR functions if backend_compiler is not specified. All the needed function defs are already in the function library if no special backend_compiler is used.
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TFLite Multipose model input error for android
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[ "Hi @Raaed-Ilham ,\r\n\r\nI will replicate the issue and i will get back to you .", "Hi @Raaed-Ilham ,\r\n\r\nDid you check out [this](https://github.com/tensorflow/examples/tree/master/lite/examples/pose_estimation) . This example\r\nuses the movenet thunder model similar to yours.", "y\r\n\r\n> Hi @Raaed-Ilha...
2024-04-27T14:54:55
2024-06-07T01:51:06
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NONE
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I have been trying to work with the movenet multipose lightning model. The model gives the following error ` java.lang.IllegalArgumentException: Cannot copy to a TensorFlowLite tensor (serving_default_input:0) with 3 by...
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A simpler and significantly more effective algorithm for memory term reduction.
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A simpler and significantly more effective algorithm for memory term reduction.
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PR #61632: Allow merging compute-copy streams
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2024-04-27T07:45:23
2024-05-02T21:55:51
2024-05-02T21:55:49
NONE
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PR #61632: Allow merging compute-copy streams Imported from GitHub PR https://github.com/tensorflow/tensorflow/pull/61632 This PR works as a part of the whole Multi-Stream feature in TF, which is proposed in #61185. Allow merging the host_to_device/device_to_host/device_to_device data copy streams into the compute s...
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2024-04-27T07:00:09
2024-04-30T06:19:35
2024-04-30T06:19:34
NONE
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2024-04-27T06:35:00
2024-04-30T05:15:36
2024-04-30T05:15:35
NONE
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2024-04-27T06:31:14
2024-05-05T02:28:04
2024-05-05T02:28:02
NONE
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[pjrt] Disable non-absl::StatusOr<T> PjRtFutures
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2024-04-27T06:28:07
2024-05-01T06:11:33
2024-05-01T06:11:32
NONE
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[pjrt] Disable non-absl::StatusOr<T> PjRtFutures Before switching all PjRtFutures to implicit absl::StatusOr make sure that all users use explicit StatusOr payloads.
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2024-04-27T06:24:15
2024-05-04T09:12:56
2024-05-04T09:12:53
NONE
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2024-04-27T06:18:50
2024-04-27T07:27:25
2024-04-27T07:27:23
NONE
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[pjrt] NFC: Always use concrete async value in PjRtFuture<T>
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2024-04-27T04:33:18
2024-04-27T05:14:22
2024-04-27T05:14:19
NONE
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[pjrt] NFC: Always use concrete async value in PjRtFuture<T> We plan to make absl::StatusOr<T> an implicit payload of PjRtFuture<T> and for consistency always use AsyncValueRef with concrete payload instead of relying on AsyncValue error semantics. PjRtFuture can't be constructed from async values passed from a user ...
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[ifrt] NFC: Use PjRtFuture<absl::StatusOr<T>> in ifrt
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2024-04-27T04:09:43
2024-05-01T04:49:27
2024-05-01T04:49:26
NONE
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[ifrt] NFC: Use PjRtFuture<absl::StatusOr<T>> in ifrt In preparation for making PjRtFuture holding absl::StatusOr<T> payload add StatusOr to all existing PjRtFuture<T>. It will be removed later when all users will use absl::StatusOr wrappers.
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Clean up HloInputOutputAliasConfig
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2024-04-27T03:14:16
2024-04-27T05:30:14
2024-04-27T05:30:14
NONE
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Clean up HloInputOutputAliasConfig
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is_installed check for tensorflow-cpu failed as 'spec is None'
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[ "Hi @earlytalk ,\r\n\r\nAs per the log what i understood is the system is checking for `tensorflow-cpu` package which not exists. If you have installed tensorflow package which is by default GPU package. You might need to install `tensorflow-cpu` and check.\r\n\r\nAlso If your OS is windows then GPU support not ava...
2024-04-27T01:45:31
2024-05-15T01:49:45
2024-05-15T01:49:42
NONE
null
null
null
### Issue type Support ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version 2.16.1 ### Custom code Yes ### OS platform and distribution _No response_ ### Mobile device _No response_ ### Python version _No response_ ### Bazel version _No response_ ### GC...
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Internal BUILD rule change.
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2024-04-27T00:30:25
2024-04-27T04:12:15
2024-04-27T04:12:13
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Internal BUILD rule change.
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Ensure that all instructions which are inserted by HloRematerialization have .remat in their name.
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2024-04-26T23:30:34
2024-04-30T23:52:59
2024-04-30T23:52:58
NONE
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Ensure that all instructions which are inserted by HloRematerialization have .remat in their name. Cloned computations are excluded from this check. Reverts changelist 473051719
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#tf-data Add prefetching to WeightedFlatMap tests.
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2024-04-26T23:29:09
2024-05-01T00:00:05
2024-05-01T00:00:03
NONE
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#tf-data Add prefetching to WeightedFlatMap tests.
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#tf-data Support save/load for flat_map dataset global shuffling.
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2024-04-26T22:38:52
2024-04-29T22:43:53
2024-04-29T22:43:52
NONE
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#tf-data Support save/load for flat_map dataset global shuffling.
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Integrate LLVM at llvm/llvm-project@c49b74a4e6ff
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2024-04-26T22:01:54
2024-04-26T22:51:57
2024-04-26T22:51:57
NONE
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Integrate LLVM at llvm/llvm-project@c49b74a4e6ff Updates LLVM usage to match [c49b74a4e6ff](https://github.com/llvm/llvm-project/commit/c49b74a4e6ff)
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Enable scatter_test on all targets
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2024-04-26T21:05:39
2024-04-29T19:05:40
2024-04-29T19:05:40
NONE
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Enable scatter_test on all targets
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#tf-data Support global shuffle for the `flat_map` dataset.
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2024-04-26T20:25:44
2024-04-26T22:25:27
2024-04-26T22:25:27
NONE
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#tf-data Support global shuffle for the `flat_map` dataset.
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Replace `absl::make_unique_for_overwrite` with `std::make_unique`
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2024-04-26T20:20:41
2024-04-26T23:09:30
2024-04-26T23:09:28
NONE
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Replace `absl::make_unique_for_overwrite` with `std::make_unique`
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Enable some previously disabled tests
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2024-04-26T20:17:12
2024-04-26T21:23:33
2024-04-26T21:23:32
NONE
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Enable some previously disabled tests
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Suspected Corner Case in XLA Compilation - vectorized_sum, conditional, scatter_nd_update Complains about Dynamic Shape when we should Know it
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[ "@stellarpower I was able to replicate the issue reported [here](https://colab.research.google.com/gist/sushreebarsa/e45c255aa960d3dac97d3965924c2607/tensorflow-if-and-scatter-bug.ipynb#scrollTo=u6Z0yO9F16TV). Could you please confirm the results?\r\nAlso please try without vectorization? We will analyze if a non-v...
2024-04-26T20:00:08
2024-05-23T01:48:52
2024-05-23T01:48:48
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source binary ### TensorFlow version 2.15.0; nightly ### Custom code Yes ### OS platform and distribution _No response_ ### Mobile device _No response_ ### Python version _No response_ ### Bazel version _No response_ #...
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Add odml_converter to runlit.cfg and runlite.site.cfg
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2024-04-26T19:55:59
2024-05-01T21:34:03
2024-05-01T21:34:01
NONE
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Add odml_converter to runlit.cfg and runlite.site.cfg
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Set frontend attributes for copied instructions in layout assignment.
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2024-04-26T19:54:10
2024-04-26T22:12:15
2024-04-26T22:12:13
NONE
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Set frontend attributes for copied instructions in layout assignment.
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Set metadata for new while instructions created in while_loop_simplifier.
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2024-04-26T19:30:08
2024-04-26T21:43:53
2024-04-26T21:43:52
NONE
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Set metadata for new while instructions created in while_loop_simplifier.
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Replace `absl::make_unique_for_overwrite` with `std::make_unique`
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2024-04-26T19:13:17
2024-04-26T20:30:49
2024-04-26T20:30:48
NONE
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Replace `absl::make_unique_for_overwrite` with `std::make_unique`
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[xla:gpu] Fix a bug in GpuAlgebraicSimplifier
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2024-04-26T18:58:20
2024-04-26T20:37:03
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NONE
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[xla:gpu] Fix a bug in GpuAlgebraicSimplifier I don't know what I was thinking
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#tf-data Do not log auto-scaler error messages by default.
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2024-04-26T18:49:50
2024-04-26T20:07:26
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NONE
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#tf-data Do not log auto-scaler error messages by default. Otherwise this may clutter output logs.
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Adding MLIR debugging instrumentation to experimental MLIR Quantizer
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2024-04-26T18:05:59
2024-05-22T19:08:32
2024-05-22T19:08:25
NONE
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Adding MLIR debugging instrumentation to experimental MLIR Quantizer
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Move `tsl/framework` to `xla/tsl/framework`
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2024-06-11T19:48:43
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Move `tsl/framework` to `xla/tsl/framework`
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Verify flatbuffers passed from the python bindings.
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2024-04-29T09:47:15
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Verify flatbuffers passed from the python bindings. FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/openxla/xla/pull/11422 from Tixxx:tixxx/flag_clean_up 72020bef1368f514760cbfd6630c22d2348121c9
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Enable flatbuffer verifier for TFLite files bigger than 2GiB.
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2024-04-26T17:34:58
2024-04-29T09:29:41
2024-04-29T09:29:40
NONE
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Enable flatbuffer verifier for TFLite files bigger than 2GiB.
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Reverts 92304fecd216e522deef31adefa1a17b441b507d
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2024-04-26T17:31:17
2024-04-26T18:45:24
2024-04-26T18:45:21
NONE
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Reverts 92304fecd216e522deef31adefa1a17b441b507d
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[xla] Test output to operands aliasing by updating the input in the custom call.
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2024-04-26T17:14:51
2024-04-26T17:58:25
2024-04-26T17:58:24
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[xla] Test output to operands aliasing by updating the input in the custom call.
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Remove invalid quantized tests
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2024-04-26T17:08:36
2024-04-26T17:50:40
2024-04-26T17:50:39
NONE
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Remove invalid quantized tests Quantized tensors have a constraint that `sizeof(storage_type) < sizeof(expressed_type)`. This CL removes quantized tensor tests that were quantizing from BF16/F16 to SI16 and BF16/F16/F32 to SI32.
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Do not keep the bytecode that is only used for loading if lazy loading is enabled.
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2024-04-26T17:02:37
2024-04-26T18:19:14
2024-04-26T18:19:14
NONE
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Do not keep the bytecode that is only used for loading if lazy loading is enabled.
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Remove tsl/concurrency now that it has mmoved to xla/tsl/concurrency
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2024-04-26T16:51:11
2024-04-26T17:24:47
2024-04-26T17:24:45
NONE
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Remove tsl/concurrency now that it has mmoved to xla/tsl/concurrency
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66,519
Reverts 92304fecd216e522deef31adefa1a17b441b507d
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2024-04-26T16:42:20
2024-04-26T17:31:28
2024-04-26T17:31:28
NONE
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Reverts 92304fecd216e522deef31adefa1a17b441b507d
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Integrate LLVM at llvm/llvm-project@1728a56d0e66
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2024-04-26T16:27:00
2024-04-26T16:27:00
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Integrate LLVM at llvm/llvm-project@1728a56d0e66 Updates LLVM usage to match [1728a56d0e66](https://github.com/llvm/llvm-project/commit/1728a56d0e66)
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Cannot find any way to install tensorflow<=2.15.0
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[ "What is ur python version?", "3.11. I think I tried 3.10 at some point but it didn't seem to help.", "Please have you try to use python version **3.9** for the installing of the tensorflow ", "Hi **@peter-fm** ,\r\n\r\nI tried to run your code on colab using TF v2.15 with python version 3.10 and I am not fac...
2024-04-26T16:13:03
2024-06-05T14:46:44
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version 2.15.0 ### Custom code Yes ### OS platform and distribution Ubuntu 22.04.3 ### Mobile device _No response_ ### Python version 3.11 ### Bazel version _No response_ ### GCC/compiler v...
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Minor changes to improve readability and reduce code size.
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2024-04-26T16:10:44
2024-04-26T20:17:04
2024-04-26T20:17:03
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Minor changes to improve readability and reduce code size.
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Refactoring. Breaking MsaAlgorithm::AllocateAllocationValues() into smaller functions
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2024-04-26T16:07:39
2024-05-01T19:27:53
2024-05-01T19:27:51
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Refactoring. Breaking MsaAlgorithm::AllocateAllocationValues() into smaller functions
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[xla:ffi] Fix a bug in the FFI buffer conversion.
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2024-04-26T15:18:15
2024-04-30T08:05:45
2024-04-30T08:05:43
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[xla:ffi] Fix a bug in the FFI buffer conversion. The size of the buffer was not set correctly.
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Fixes the Memory Term Reducer to properly handle the case of invalid intervals in the input.
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2024-04-26T14:22:17
2024-04-26T15:56:32
2024-04-26T15:56:32
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Fixes the Memory Term Reducer to properly handle the case of invalid intervals in the input.
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Fix LHS input masking for sparse dots
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2024-04-26T13:36:39
2024-04-26T16:09:42
2024-04-26T16:09:42
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Fix LHS input masking for sparse dots
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Integrate LLVM at llvm/llvm-project@0c6e1ca1c704
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2024-04-26T12:57:57
2024-04-26T15:09:23
2024-04-26T15:09:22
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Integrate LLVM at llvm/llvm-project@0c6e1ca1c704 Updates LLVM usage to match [0c6e1ca1c704](https://github.com/llvm/llvm-project/commit/0c6e1ca1c704)
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Allow fusions for sparse dot metadata input
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2024-04-26T12:56:23
2024-04-26T14:54:19
2024-04-26T14:54:17
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Allow fusions for sparse dot metadata input Note: metadata has the same shape as LHS, except for the contracting dimension size.
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2024-04-26T11:24:55
2024-05-04T00:15:23
2024-05-04T00:15:20
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Add dynamically quantized Transpose Convolution to XNNPACK delegate
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2024-04-26T10:59:41
2024-04-26T16:23:33
2024-04-26T16:23:33
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Add dynamically quantized Transpose Convolution to XNNPACK delegate
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2024-04-26T10:56:15
2024-04-26T12:00:48
2024-04-26T12:00:48
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2024-04-26T10:51:28
2024-05-05T00:28:42
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Fix sparse dot metadata loader
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2024-04-26T10:31:15
2024-04-26T11:20:53
2024-04-26T11:20:52
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Fix sparse dot metadata loader
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2024-04-26T09:49:56
2024-04-26T10:16:27
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Add HloFindIf to search through non-fusion computations (NFC).
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2024-04-26T09:45:04
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Add HloFindIf to search through non-fusion computations (NFC). Use this in AddressComputationFusionRewriter. It (mis-)uses the HloFindIf for fusions.
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[xla:ffi] Extend typed DeviceMemory API
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2024-05-02T08:21:42
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[xla:ffi] Extend typed DeviceMemory API Add methods returning native data pointers to se::DeviceMemory<T> class. These methods aim to reduce code duplication (for example in typed FFI custom calls).
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[xla:ffi] Fix nested tuples CPU custom call tests
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2024-04-26T09:33:22
2024-04-29T08:20:42
2024-04-29T08:20:40
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[xla:ffi] Fix nested tuples CPU custom call tests Nested tuples tests use FfiTupleRotate custom call, which works correctly only for scalar F32 buffers. Changed FfiTupleRotate signature to express that (use ranked 0 typed buffers instead of generic BufferBase).
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Add a check that HloComputationFusion is only created for fusion computations.
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Add a check that HloComputationFusion is only created for fusion computations. The comment is outdated. But fix other wrong callers of FindNonTrivialHero.
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PR #11859: [XLA:GPU] Add cuDNN Flash Attention Padding Mask Generation & Skipping computation on padded tokens in XLA
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2024-04-29T17:58:02
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PR #11859: [XLA:GPU] Add cuDNN Flash Attention Padding Mask Generation & Skipping computation on padded tokens in XLA Imported from GitHub PR https://github.com/openxla/xla/pull/11859 * Follow up PR on https://github.com/openxla/xla/pull/11449 and https://github.com/openxla/xla/pull/10232. * Add cuDNN flash attention...
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PR #11514: Move cublasLT workspace allocation to buffer assignment
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2024-04-26T07:59:28
2024-05-03T13:46:46
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PR #11514: Move cublasLT workspace allocation to buffer assignment Imported from GitHub PR https://github.com/openxla/xla/pull/11514 Move cublasLT workspace allocation to buffer assignment to support command buffer lowering Copybara import of the project: -- 7a448b05a54345c0cb15a47c9dc45558255c9656 by Shawn Wang <sh...
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Fix deprecated `mlir::Type::dyn_cast` call.
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Fix deprecated `mlir::Type::dyn_cast` call.
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PR #10782: Offloading 2/3: generate multi-stream async copies using events on GPUs
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2024-04-26T06:34:15
2024-04-26T10:37:07
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PR #10782: Offloading 2/3: generate multi-stream async copies using events on GPUs Imported from GitHub PR https://github.com/openxla/xla/pull/10782 Emit asynchronous memory copies between hosts and devices using additional streams while the main stream does the computation. The async copies are guarded by RecordEven...
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