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68,293
Support for 16 bit activations in ExpandDims operation.
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[ "Hi @miaout17, can you please take a look? Thanks.", "Hi @robertkamara,\r\n\r\nIt looks like this issue appears to have been resolved since PR [#2589](https://github.com/tensorflow/tflite-micro/pull/2589) was already merged into TFLite-micro repo.\r\n\r\nThank You\r\n" ]
2024-05-20T23:14:39
2024-06-10T06:40:16
null
NONE
null
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null
The task is to add support for 16-bit activations and 8-bit weights in ExpandDims operation. Currently, only float32 and int8_t types are supported: https://github.com/tensorflow/tflite-micro/blob/8e22946b3faa51564df5dd9194f7540b2694892c/tensorflow/lite/micro/kernels/expand_dims.cc#L127C1-L134C13
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Integrate StableHLO at openxla/stablehlo@c44d9af8
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2024-05-20T22:39:36
2024-05-30T08:25:38
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2024-05-20T22:36:43
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tensorflow[and-cuda] 2.15.0/2.15.1 compatibility with jax[cuda12]
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[ "@attaluris TensorFlow[and-cuda] 2.15.0/2.15.1 is likely not compatible with jax[cuda12]. There's a version mismatch with respect to the NVIDIA NCCL library, a component needed for GPU support in both TensorFlow and JAX.\r\nTensorFlow 2.15.0/2.15.1 might depend on an older NCCL version (e.g., nvidia-nccl-cu12 vers...
2024-05-20T22:07:01
2024-06-07T01:50:51
null
NONE
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.15.0/2.15.1 ### Custom code Yes ### OS platform and distribution Debian Bulleye ### Mobile device _No response_ ### Python version 3.9/3.10 ### Bazel version _No response_ ### GCC/...
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Correct instrumentation of MLIR bridge ph1
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2024-05-20T21:50:39
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Replace the use of xla::OkStatus with absl::OkStatus now that they're the same. FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/openxla/xla/pull/12901 from ROCm:ci_gemm_rewrite_test_fix fe6147564252a291003f9dae1de504052a9296f1
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[XLA] Generalize iota tile assignment transpose handling.
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2024-05-20T21:04:04
2024-05-22T06:25:38
2024-05-22T06:25:37
NONE
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Replace the use of xla::OkStatus with absl::OkStatus now that they're the same.
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Remove the use of xla::OkStatus now that it's just an alias to absl::OkStatus.
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2024-05-20T21:02:10
2024-05-21T13:22:23
2024-05-21T13:22:23
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Remove the use of xla::OkStatus now that it's just an alias to absl::OkStatus.
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Remove the use of xla::OkStatus now that it's just an alias to absl::OkStatus.
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2024-05-20T20:59:19
2024-05-23T15:40:23
2024-05-23T15:40:21
NONE
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Remove the use of xla::OkStatus now that it's just an alias to absl::OkStatus.
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68,280
When pruning function bodies, enable pruning side-effect-free "stateful" ops.
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2024-05-20T20:27:37
2024-05-20T21:47:28
2024-05-20T21:47:28
NONE
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When pruning function bodies, enable pruning side-effect-free "stateful" ops. Previously, function pruning would leave in place ops marked as "stateful" that are also side-effect free, even when they have no downstream dependencies. In the case of "ResourceGather" this op can trigger a relatively large amount of CPU w...
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Make all the concrete Event types inherit from Event rather than EventInterface, which has no virtual methods.
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2024-05-20T20:26:34
2024-05-22T06:42:46
2024-05-22T06:42:45
NONE
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Make all the concrete Event types inherit from Event rather than EventInterface, which has no virtual methods.
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Remove the need for StreamExecutorInterface::DeallocateEvent.
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2024-05-20T20:23:19
2024-05-21T21:09:37
2024-05-21T21:09:36
NONE
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Remove the need for StreamExecutorInterface::DeallocateEvent.
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Cleanup dependency on tracing.h
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2024-05-20T18:03:48
2024-05-20T21:05:51
2024-05-20T21:05:51
NONE
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Cleanup dependency on tracing.h
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Add missing parentheses in XLA custom calls doc.
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2024-05-20T17:59:38
2024-05-20T19:37:32
2024-05-20T19:37:32
NONE
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Add missing parentheses in XLA custom calls doc. When reading through custom_call.md, I noticed these two missing parentheses.
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Migrate away from llvm::StringRef::equals
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2024-05-20T17:58:27
2024-06-07T17:52:05
2024-06-07T17:52:02
NONE
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Migrate away from llvm::StringRef::equals Note that llvm::StringRef::equals has been deprecated upstream.
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Reverts 3c5c0edbe25d51e7652542067691a1d8a22bb6be
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2024-05-20T17:24:05
2024-06-07T17:52:00
2024-06-07T17:51:57
NONE
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Reverts 3c5c0edbe25d51e7652542067691a1d8a22bb6be
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Temporarily disable xnnpack cache test on Android.
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2024-05-20T17:21:30
2024-05-20T19:15:31
2024-05-20T19:15:30
NONE
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Temporarily disable xnnpack cache test on Android.
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Clean up include and build file
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2024-05-20T16:58:47
2024-05-20T17:27:45
2024-05-20T17:27:45
NONE
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Clean up include and build file
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Update np.float_ and np.complex_ to match Numpy 2.0.
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2024-05-20T16:53:25
2024-05-20T18:02:13
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Update np.float_ and np.complex_ to match Numpy 2.0. Numpy 2.0 removed the aliases np.float_ and np.complex_. Direct usages of np.float_ and np.complex_ are replaced with np.float64 and np.complex128, respectively. See https://github.com/numpy/numpy/issues/24743 and https://numpy.org/devdocs/numpy_2_0_migration_guide...
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Remove the use of xla::OkStatus now that it's just an alias to absl::OkStatus.
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2024-05-20T16:52:22
2024-05-20T18:53:24
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Remove the use of xla::OkStatus now that it's just an alias to absl::OkStatus.
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Introduce MakeConstantWithShape in hlo_creation_util file.
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2024-05-20T16:51:33
2024-05-21T02:33:08
2024-05-21T02:33:07
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Introduce MakeConstantWithShape in hlo_creation_util file.
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[PJRT:TPU] Move TPU topology exchange into PJRT-IFRT.
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2024-05-20T16:49:30
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[PJRT:TPU] Move TPU topology exchange into PJRT-IFRT.
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[PJRT:GPU] Move GPU topology exchange into PJRT-IFRT.
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2024-05-20T16:43:22
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[PJRT:GPU] Move GPU topology exchange into PJRT-IFRT.
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Automated Code Change
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2024-05-20T20:07:04
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Automated Code Change
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2024-05-20T16:41:12
2024-05-20T21:18:15
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NONE
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2024-05-20T16:36:57
2024-05-21T20:39:24
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2024-05-20T16:34:03
2024-05-20T19:48:47
2024-05-20T19:48:46
NONE
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Replace the use of xla::OkStatus with absl::OkStatus now that they're the same.
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2024-05-20T16:33:50
2024-05-21T19:51:08
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Replace the use of xla::OkStatus with absl::OkStatus now that they're the same.
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2024-05-20T16:33:13
2024-05-20T19:43:15
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[PJRT][IFRT] Move topology discovery into PJRT-IFRT.
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2024-05-20T16:28:43
2024-06-10T15:27:21
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[PJRT][IFRT] Move topology discovery into PJRT-IFRT. Currently each PJRT backend is responsible for figuring out the global topology. This has several downsides: * it is a layering violation: PJRT is responsible for communicating with the devices local to each host, whereas IFRT is the layer that has a global view of ...
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Documentation for `tf.dynamic_partition()` has examples without a call to the API being described
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[ "HI @khatchad ,\r\n- Thank you for reporting this issue, I raised a request internally for the fix adding the example code for the api tf.dynamic_partiotion(). Once it resolved the code will gets updated automatically in the upcoming release. \r\n\r\nThank you!", "This issue is stale because it has been open for ...
2024-05-20T15:21:58
2024-06-06T01:49:33
null
NONE
null
null
null
### Issue type Documentation Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source binary ### TensorFlow version v2.16.1 ### Custom code Yes ### OS platform and distribution _No response_ ### Mobile device _No response_ ### Python version _No response_ ### Bazel version _No respons...
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Tensorflow flex so file build for arm64 target
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[ "Hi @saicharanbhimaraju1 , can you give us more details on how to reproduce this issue? Additionally, could you tell me why the config is `elinux_aarch64` and not as shown in the [guide](https://www.tensorflow.org/lite/guide/ops_select#cc)?", "Hi @Rohanjames1997 I wanted to build tensorflowlite flex so file for a...
2024-05-20T11:28:36
2024-05-28T09:04:26
2024-05-28T09:04:01
NONE
null
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### Issue type Build/Install ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.15 ### Custom code No ### OS platform and distribution Linux Ubuntu 20.04 ### Mobile device Linux Ubuntu 20.04 ### Python version _No response_ ### Bazel version 6.1.0 ##...
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[xla:ffi] Fix msan error for //xla/tests:custom_call_test_cpu.
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[xla:ffi] Fix msan error for //xla/tests:custom_call_test_cpu.
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Delete ci directory
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[ROCm] fixed rocm_solvers build
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[ "Hi @cheshire Can you please review this PR ? Thank you!" ]
2024-05-20T09:59:24
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this has updated rocm_solvers due to XLA gpu executor changes.
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Delete tools directory
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2024-05-20T10:39:22
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No such file or directory: 'patchelf' while compiling from source
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2024-05-20T09:53:36
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### Issue type Build/Install ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version tf 2.16 ### Custom code No ### OS platform and distribution Ubuntu 22.04.4 LTS ### Mobile device _No response_ ### Python version 3.11 ### Bazel version 6.5.0 ### GCC/compi...
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Linker error when tensorflow is being built with clang-17 inside anaconda environment
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[ "@chudur-budur Could you ensure the path to system libraries is included in the LIBRARY_PATH environment variable for the build process. You might need to modify the Bazel configuration to achieve this. If the issue persists, please consider rebuilding your Anaconda environment to ensure all libraries are properly ...
2024-05-20T09:07:31
2024-06-06T01:49:37
2024-06-06T01:49:34
NONE
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### Issue type Build/Install ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version tf 2.16 ### Custom code No ### OS platform and distribution Ubuntu 22.04.4 LTS ### Mobile device _No response_ ### Python version 3.11 ### Bazel version 6.5.0 ### GCC/compi...
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Add float/double template specializations for `TensorEq` matcher.
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Add float/double template specializations for `TensorEq` matcher. Adds template specializations that improve floating-point equality comparison for float and double tensors.
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Copybara import of the project:
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Copybara import of the project: -- f5617d7323d6059022ec3e495e5d4d0fa3ccb1b1 by Sergei Lebedev <slebedev@google.com>: Removed noop # type: ignore comments mypy should now flag these by default. FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/google/jax/pull/21273 from superbobry:mypy-ruff f5617d7323d6059022ec3e4...
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Use AllocateDestinationBuffer instead of CreateUninitializedBuffer for
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Use AllocateDestinationBuffer instead of CreateUninitializedBuffer for AsyncHostToDeviceTransferManager::Create. This is to synchronize the h2d stream with the compute stream. With this change, PjRtStreamExecutorBuffer::Delete doesn't need to schedule deallocation on compute stream if there are no other use cases tha...
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Migrate away from llvm::StringRef::equals Note that llvm::StringRef::equals has been deprecated upstream.
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Move MatchShapeCoveringDynamicIndex function to while_loop_unroller.h and update other usages to use the same method.
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Move MatchShapeCoveringDynamicIndex function to while_loop_unroller.h and update other usages to use the same method. Add support for matching ds and dus that are inside (nested)fusions within loop bodies.
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Refactor common test code to a util
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tf.test.is_built_with_cuda() is 'False'
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[ "please help me!!!thanks!😭😭😭", "@Viper373,\r\nCould you please confirm whether you are trying to install TensorFlow v2.16 on Windows with GPU? If you are trying the same, TensorFlow 2.10 was the last TensorFlow release that supported GPU on native-Windows. Starting with TensorFlow 2.11, you will need to instal...
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### Issue type Build/Install ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version tf 2.16.1 ### Custom code Yes ### OS platform and distribution Windows 10 ### Mobile device _No response_ ### Python version 3.10.7 ### Bazel version _No response_ ### GCC...
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[XLA] Support transposing iota tile assignment with tile dimensions combining multiple reshape dimensions.
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[XLA] Support transposing iota tile assignment with tile dimensions combining multiple reshape dimensions.
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fix that recent changes broke the MSVC build of tflite-c
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[ "> TF is not yet C++20 ready. This should probably still stay on C++17\r\n\r\nThen you have to revert all uses of C++20 struct initialization. It is also used in some of the dependencies too." ]
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otherwise MSVC says error C7555: use of designated initializers requires at least '/std:c++20' for example "new TfLiteOperator{.custom_name = ..." does not compile
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std::less<> should return false for less(a,a)
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[ "Thanks for your pull request! It looks like this may be your first contribution to a Google open source project. Before we can look at your pull request, you'll need to sign a Contributor License Agreement (CLA).\n\nView this [failed invocation](https://github.com/tensorflow/tensorflow/pull/68232/checks?check_run_...
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otherwise it triggers asserts in Microsoft's std implementations
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Schedule deallocation of PjRtStreamExecutorBuffer through a thread in a thread pool in case we are already in a host callback, to avoid CUDA_ERROR_NOT_PERMITTED.
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Schedule deallocation of PjRtStreamExecutorBuffer through a thread in a thread pool in case we are already in a host callback, to avoid CUDA_ERROR_NOT_PERMITTED.
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Remove `PjRtStreamExecutorMemorySpace` specialization from `PjRtStreamExecutorClient`
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Remove `PjRtStreamExecutorMemorySpace` specialization from `PjRtStreamExecutorClient` This allows us to use existing host memory spaces for GPUs without having to reimplement them for stream executor clients.
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Remove `PjRtStreamExecutorMemorySpace` specialization from `PjRtStreamExecutorClient`
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Remove `PjRtStreamExecutorMemorySpace` specialization from `PjRtStreamExecutorClient` This allows us to use existing host memory spaces for GPUs without having to reimplement them for stream executor clients.
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Deallocate temporary buffers in the compute stream
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2024-05-18T18:07:50
2024-05-19T06:28:28
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Deallocate temporary buffers in the compute stream
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ValueError: as_list() is not defined on an unknown TensorShape. during training
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[ "Hi @guillaumelorre28 ,\r\n\r\nI have reproduced the reported issue.Attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/580bb91c4f5cd5e76841016769ffdc61/68217.ipynb) for same." ]
2024-05-18T15:26:10
2024-05-27T05:06:43
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version 2.17.0-dev20240517 ### Custom code Yes ### OS platform and distribution macOS Sonoma ### Mobile device _No response_ ### Python version 3.10.13 ### Bazel version _No response_ ### ...
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2024-05-18T14:42:29
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Strange finding: When the global seed and @tf.function decorator are used, the random sampling values of the two adjacent periods are equal
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[ "@tonyherschel Could you try to consider explicitly clearing the cache every period.\r\nYou could also try to control the caching behavior with the jit_compile option within @tf.function by setting jit_compile to False as follows;\r\n```\r\n@tf.function(jit_compile=False)\r\ndef model(x):\r\n \r\n```\r\n\r\nThan...
2024-05-18T14:09:09
2024-05-21T05:57:17
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version tf 2.16.1 ### Custom code Yes ### OS platform and distribution Windows 10 ### Mobile device _No response_ ### Python version _No response_ ### Bazel version _No response_ ### GCC/co...
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Extract `ExecutionStreamIds` from `Thunks` instead of the now-deprecated `GpuBackendConfig::operation_queue_id`.
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2024-05-18T12:15:20
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Extract `ExecutionStreamIds` from `Thunks` instead of the now-deprecated `GpuBackendConfig::operation_queue_id`.
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Move `ForAllThunks` to its own file.
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Move `ForAllThunks` to its own file. `ForAllThunks` is currently unused, and the new version has a few improvements: * For `Thunks` that have nested `Thunks`, e.g. `ConditionalThunk`, it invokes `fn` on both the parent `Thunk` and all nested children. The previous version would only invoke `fn` on the nested children....
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TPU v3-8 CrossReplicaSum_33 Error
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[ "What's even more weirder is that I'm defining the input sizes explicitly like so:\r\n\r\n```py\r\nConfig.COMPUTED_BATCH_SIZE = 128\r\n\r\nwith strategy.scope():\r\n model = my_model()\r\n input_shapes = [\r\n [Config.COMPUTED_BATCH_SIZE, 192], \r\n [Config.COMPUTED_BATCH_SIZE, 192], \r\n ...
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### Issue type Support ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.15.0 ### Custom code Yes ### OS platform and distribution _No response_ ### Mobile device _No response_ ### Python version 3.10 ### Bazel version _No response_ ### GCC/compiler...
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Cleanup dependency on tracing.h
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Cleanup dependency on tracing.h
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Add support for NCHW layout in stablehlo.composites for jax.image.resize and torch.nn.interpolate in nearest mode.
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Add support for NCHW layout in stablehlo.composites for jax.image.resize and torch.nn.interpolate in nearest mode.
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Memory leak from using tf.constant in loop in TF 2.16
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[ "Hi @declanoller ,\r\n\r\nI have tested the code in `tf-nightly` (dev20240520) and found no memory leak. Please refer to attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/4603b74112e4f44001adfbe2af216abe/68196.ipynb).", "Tested with Tf2.16 also and found no memory leak.[Gist](https://colab.sand...
2024-05-18T04:43:28
2024-06-05T11:11:02
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source binary from pip ### TensorFlow version 2.16.1 ### Custom code Yes ### OS platform and distribution Linux Ubuntu 24.04 ### Mobile device _No response_ ### Python version 3.12.3 ### Ba...
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Relocating common schema utility functions.
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2024-05-21T18:22:02
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Relocating common schema utility functions.
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DeprecationWarning from google.protobuf
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[ "@lazarust Could you consider explicitly upgrading protobuf. You can find compatible versions on the official protobuf website [here](https://grpc.io/docs/protoc-installation/). Kindly refer to [this](https://github.com/protocolbuffers/protobuf/issues/15077) issue as well for more information.\r\nThank you!", "T...
2024-05-18T01:59:24
2024-05-27T15:40:13
2024-05-27T15:40:10
NONE
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version tf 2.16.1 ### Custom code Yes ### OS platform and distribution MacOS 14.4.1 ### Mobile device _No response_ ### Python version 3.12.2 ### Bazel version...
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Update robin_map from v1.2.1 to v1.3.0.
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Update robin_map from v1.2.1 to v1.3.0.
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