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NumPy 2.0 support
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[ "Am curious if anyone has had a chance to look into this. No worries if not\r\n\r\nIt is worth noting that NumPy is planning to release 2.0 on June 16th: https://github.com/numpy/numpy/issues/24300#issuecomment-2125643448", "Friendly nudge 😉\r\n\r\nDo we have a sense of where this is in the queue?", "Sorry for...
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### Problem description NumPy 2.0 is coming out soon ( https://github.com/numpy/numpy/issues/24300 ). NumPy 2.0.0rc1 packages for conda & wheels came out a month ago ( https://github.com/numpy/numpy/issues/24300#issuecomment-2030603395 ) ### Feature description NumPy has put out [a migration guide]( https://...
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Add simplification pattern to prefer mul(x, 1/const) over div(x, const)
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Add simplification pattern to prefer mul(x, 1/const) over div(x, const)
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Reverts e9476d0fd503f95377b76b47798bf0829085709b
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Reverts e9476d0fd503f95377b76b47798bf0829085709b
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Add space between "version" and the actual version
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Add space between "version" and the actual version Reverts e9476d0fd503f95377b76b47798bf0829085709b
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XLA - Remove CreateToken, integ
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XLA - Remove CreateToken, integ
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Reverts 00efc614ef17c12ef8c45c4505fc8871ac2befd2
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Reverts 00efc614ef17c12ef8c45c4505fc8871ac2befd2
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Check if upgrading to 1.0.0 breaks anything
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Check if upgrading to 1.0.0 breaks anything
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[XLA:GPU] Clang-tidy fixes for xla/service/gpu/fusions/loop.cc
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2024-05-10T04:20:48
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[XLA:GPU] Clang-tidy fixes for xla/service/gpu/fusions/loop.cc
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Fix segment reduction overflow.
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2024-05-10T16:52:14
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Fix segment reduction overflow. The `nsegments` argument type must be the same as the `segment_ids` (since the latter are just indices into `nsegments`). For large inputs that would overflow `Index` (`long`) but still fit into `int64_t`, this was previously causing a uncaught failure, since it would pass the validati...
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Remove StreamExecutorInterface::AllocateStream in favor of making CreateStream do the necessary work.
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Remove StreamExecutorInterface::AllocateStream in favor of making CreateStream do the necessary work.
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Add RemapArraysOp to IFT IR.
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2024-05-09T23:10:03
2024-05-10T04:56:02
2024-05-10T04:56:01
NONE
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Add RemapArraysOp to IFT IR. This op is the IFRT IR equivalent of `xla::ifrt::Client::RemapArrays`.
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Modify DirectPluginOpKernelContext constructor to get more type safety
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2024-05-09T22:38:19
2024-06-03T18:31:30
2024-06-03T18:31:20
NONE
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Modify DirectPluginOpKernelContext constructor to get more type safety Reverts a01c5c6252ae859c18ad1e489981d867a3c4b519
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Fix typo in TFLite conversion doc.
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2024-05-09T21:53:08
2024-05-13T17:34:14
2024-05-13T17:34:12
NONE
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Fix typo in TFLite conversion doc.
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Give `xla_cc_test` a `use_gpu` option instead of manually specifying tags
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2024-05-09T21:39:52
2024-05-10T17:57:57
2024-05-10T17:57:56
NONE
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Give `xla_cc_test` a `use_gpu` option instead of manually specifying tags
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67,277
Remove the default `PjRtBuffer::CopyRawToHostFuture` implementation
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2024-05-09T21:38:37
2024-05-10T01:08:00
2024-05-10T01:07:58
NONE
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Remove the default `PjRtBuffer::CopyRawToHostFuture` implementation It is infeasible to implement `CopyRawToHostFuture` correctly in the base `PjRtBuffer` class just with other public methods because keeping the underlying buffer alive requires knowing about internal representation of a buffer. Instead, this CL remove...
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[XLA:GPU] Clang-tidy fixes for xla/service/gpu/gpu_schedule_postprocessing.cc
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2024-05-09T20:44:28
2024-05-09T23:46:41
2024-05-09T23:46:40
NONE
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[XLA:GPU] Clang-tidy fixes for xla/service/gpu/gpu_schedule_postprocessing.cc
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[XLA:GPU] Clang-tidy fixes for xla/service/gpu/gpu_compiler.cc
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2024-05-09T20:34:33
2024-05-09T22:37:29
2024-05-09T22:37:28
NONE
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[XLA:GPU] Clang-tidy fixes for xla/service/gpu/gpu_compiler.cc
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Remove LOG(WARNING) line, this is creating a lot of logspam.
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2024-05-09T20:31:56
2024-05-09T23:26:54
2024-05-09T23:26:53
NONE
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Remove LOG(WARNING) line, this is creating a lot of logspam.
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[XLA:GPU] Clang-tidy fixes for xla/service/gpu/elemental_ir_emitter.cc
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2024-05-09T20:28:43
2024-05-09T21:50:29
2024-05-09T21:50:29
NONE
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[XLA:GPU] Clang-tidy fixes for xla/service/gpu/elemental_ir_emitter.cc
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Eliminate the need for StreamExecutorInterface::GetStreamImplementation by having each Executor override CreateStream.
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2024-05-09T20:21:39
2024-05-10T20:58:23
2024-05-10T20:58:22
NONE
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Eliminate the need for StreamExecutorInterface::GetStreamImplementation by having each Executor override CreateStream.
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Fix NPE bug in XContextStatsAccessor::GetStat() when stats_metadata_ is nullptr.
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2024-05-09T20:03:29
2024-05-14T22:11:51
2024-05-14T22:11:50
NONE
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Fix NPE bug in XContextStatsAccessor::GetStat() when stats_metadata_ is nullptr. Refactor preprocess_xplane to enforce nullability as part of type.
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Change to algebraic simplifier
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2024-05-09T19:53:44
2024-05-13T21:55:12
2024-05-13T21:55:10
NONE
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Change to algebraic simplifier
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Add core selector support for TFRT+IFRT serving on tensorflow serving
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2024-05-09T19:45:40
2024-05-15T07:50:21
2024-05-15T07:50:19
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Add core selector support for TFRT+IFRT serving on tensorflow serving
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Adds the necessary logic for the creation, deletion and for checking the readiness of a `BasicStringArray`, a simple `ifrt::Array` implementation that wraps a local (or host) string buffer.
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2024-05-09T18:52:52
2024-05-09T22:12:38
2024-05-09T22:12:38
NONE
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Adds the necessary logic for the creation, deletion and for checking the readiness of a `BasicStringArray`, a simple `ifrt::Array` implementation that wraps a local (or host) string buffer. Reverts a01c5c6252ae859c18ad1e489981d867a3c4b519
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Make XLA Python 3.13-ready.
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2024-05-09T18:32:23
2024-05-09T20:46:28
2024-05-09T20:46:28
NONE
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Make XLA Python 3.13-ready.
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Accumulate shape product in int64 to prevent integer overflow.
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2024-05-09T18:26:07
2024-05-09T20:11:00
2024-05-09T20:10:58
NONE
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Accumulate shape product in int64 to prevent integer overflow.
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Fix outline composites to remove ops in proper order
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2024-05-09T18:16:43
2024-05-09T19:42:31
2024-05-09T19:42:31
NONE
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Fix outline composites to remove ops in proper order
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Introduce an interface around basic HLO costing functionality that can be used by MSA's cost analysis.
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2024-05-09T17:42:51
2024-05-10T21:31:01
2024-05-10T21:31:01
NONE
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Introduce an interface around basic HLO costing functionality that can be used by MSA's cost analysis. We also implement the interface using HloCostAnalysis, which makes this is refactor.
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Increase maximum decompression size
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2024-05-09T17:34:33
2024-05-13T16:28:41
2024-05-13T16:28:39
NONE
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Increase maximum decompression size
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[XLA:GPU] Clang-tidy fixes for xla/service/gpu/triton_fusion_analysis.cc
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2024-05-09T17:30:31
2024-05-09T19:49:46
2024-05-09T19:49:45
NONE
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[XLA:GPU] Clang-tidy fixes for xla/service/gpu/triton_fusion_analysis.cc
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[XLA:GPU] Clang-tidy fixes for xla/service/gpu/ir_emitter_unnested.cc
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2024-05-09T17:30:09
2024-05-09T18:07:58
2024-05-09T18:07:57
NONE
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[XLA:GPU] Clang-tidy fixes for xla/service/gpu/ir_emitter_unnested.cc
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Reverts e9476d0fd503f95377b76b47798bf0829085709b
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2024-05-09T17:23:47
2024-05-10T00:03:40
2024-05-10T00:03:37
NONE
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Reverts e9476d0fd503f95377b76b47798bf0829085709b
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[XLA:TPU] Refactor HandleInputStreaming to process tuples using ForEachSubshape
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2024-05-09T17:23:04
2024-05-11T00:59:18
2024-05-11T00:59:17
NONE
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[XLA:TPU] Refactor HandleInputStreaming to process tuples using ForEachSubshape Previously, tuples in parameters were separately processed from non tuple parameters. This cleans up the code to handle both tuple and non tuple parameters with one block.
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Uses Stacker api to compute table stacking logic for SC
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2024-05-09T16:54:59
2024-05-22T02:36:27
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Uses Stacker api to compute table stacking logic for SC
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[NFC] Fix a typo.
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2024-05-09T16:33:50
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[NFC] Fix a typo.
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Update DUCC to commit:aa46a4c21e440b3d416c16eca3c96df19c74f316
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Documentation for `tf.linalg.set_diag()` is missing return information
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[ "Actually, I'm unsure whether these docs are for the correct API. I don't see a call to it anywhere in the examples.", "Ah, they haven't been updated for TF2. They still refer to the old [`matrix_set_diag`](https://www.tensorflow.org/api_docs/python/tf/linalg/set_diag) API.", "@khatchad You're right, the offic...
2024-05-09T15:33:53
2024-06-10T10:18:57
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### Issue type Documentation Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.16.1 ### Custom code No ### OS platform and distribution _No response_ ### Mobile device _No response_ ### Python version _No response_ ...
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[IFRT] Rename XlaProgram to HloProgram, move it from PJRT-IFRT to IFRT.
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2024-05-09T15:21:17
2024-05-14T00:02:50
2024-05-14T00:02:48
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[IFRT] Rename XlaProgram to HloProgram, move it from PJRT-IFRT to IFRT. HLO programs represented in MLIR are independent of PJRT or XLA as a compiler, so they don't belong in PJRT-IFRT. Also rename the Python binding API from get_xla_program to get_hlo_program, but this API is not used yet. Cleanup; no functional ch...
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[XLA:CPU] Use thread pool to run host kernel functions in parallel.
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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/67253/checks?check_run_...
2024-05-09T14:51:25
2024-05-22T18:44:48
2024-05-22T18:44:46
NONE
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[XLA:CPU] Use thread pool to run host kernel functions in parallel. FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/tensorflow/tensorflow/pull/66023 from Intel-tensorflow:gaurides/add_back_bf16_sum_mean b9077f91f4c1462b37b4c03bfb5aa8e1d8908933
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Fit function to work with adaptive step size
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[ "Hi **@Danojungo** ,\r\n- Sorry for the dealy, Could you use a custom training loop instead of the generic fit function. This approach provides more flexibility, allowing you to adjust the number of steps dynamically for each epoch.\r\n- The generic fit function in tensorflow does not support varying the number of ...
2024-05-09T14:18:58
2024-05-30T01:49:46
2024-05-30T01:49:43
NONE
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Hi, Is there a way to make the generic fit function work but have different steps in each epoch? I'm using tf.dataset.sample_from_datasets and I don't get the same amount of steps each epoch, I don't want to use repeat and I do want to run over all my positive samples without setting the steps_per_epoch.
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Failed to compile on aarch64
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[ "@hectorj2f,\r\nThanks for reporting the issue. Looks like this is a known issue while building the TensorFlow v2.16 with aarch64. \r\nCould you please try to refer to the issue for the updates on the same. \r\n\r\nhttps://github.com/tensorflow/tensorflow/issues/62490\r\n\r\nThank you!" ]
2024-05-09T13:28:57
2024-05-10T10:56:03
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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 No ### OS platform and distribution aarch64 ### Mobile device _No response_ ### Python version 3.10 ### Bazel version bazelis...
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Revert gpu_delegate: Update GPU MUL compatibility checker
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Revert gpu_delegate: Update GPU MUL compatibility checker Reverts 0a1a2f68de95cda539858eaf1dddbe512dbac4db
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Reverts f9919953244be9cc85e2e9c96751fa0ad63aaa5d
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Reverts f9919953244be9cc85e2e9c96751fa0ad63aaa5d
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shlo_ref add qunatization support to `convolution` op
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2024-05-09T12:47:43
2024-05-09T15:46:30
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- Adds per-axis,per-tensor support - Adds quantized unit tests CC: @rascani @qukhan
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Protobuf does not support 4.x
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[ "@SuryanarayanaY Hi, Do you know why protobuf 4.x hasn't been supported yet?", "Hi @LeeYunhang ,\r\n\r\nPlease find below the list of protobuf versions supported for nightly version.\r\n\r\nhttps://github.com/tensorflow/tensorflow/blob/f29f62111ecb98a54951377bb0d7069a7d8c2314/tensorflow/tools/pip_package/setup.p...
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2024-05-21T17:02:46
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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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shlo_ref add padding,groupcount support to `convolution` op
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2024-05-09T12:42:57
2024-05-10T05:40:32
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- Adds transpose,padding,split functions - Adds batch and feature groupcount,padding,dilation support CC: @rascani @qukhan
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shlo_ref add `convolution` op
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- Adds initial version of convolution op - Adds unit tests for convolution op CC: @rascani @qukhan
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Extend Attribute Scalars by their unsigned types
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[xla:ffi] Add Python-based tests for type-safe custom calls on CPU platform
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[xla:ffi] Add Python-based tests for type-safe custom calls on CPU platform Implements #10062. This change only adds test cases, all other changes required for Python support are already merged. FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/tensorflow/tensorflow/pull/44950 from Intel-tensorflow:yimei/fuse_old_b...
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Don't generate task library docs for TF Lite
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Don't generate task library docs for TF Lite This is untested but should remove the Task library docs from the generated Java API reference. Also fixed a while/walrus statement so that a variable referenced later always exists.
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2024-05-09T07:52:31
2024-05-10T05:09:45
2024-05-10T05:09:44
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Introduced Op `GetTpuHostId` and `UpdateTaskIdAndGlobalCoreArray`.
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2024-05-09T07:27:02
2024-05-10T23:42:03
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Introduced Op `GetTpuHostId` and `UpdateTaskIdAndGlobalCoreArray`.
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2024-05-09T07:09:14
2024-05-09T08:11:31
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Why don't you provide a standard go-lang get install?
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[ "@zwikst Starting with Go version 1.17, the functionality of go get for installing executables has been deprecated. This means using go get to directly install and compile packages is no longer recommended.\r\nThank you!", "This issue is stale because it has been open for 7 days with no activity. It will be close...
2024-05-09T06:54:43
2024-05-29T01:50:53
2024-05-29T01:50:50
NONE
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Of course I know that a manual scripted installation is provided at the following link: [build from source](https://github.com/tensorflow/build/tree/master/golang_install_guide#build-from-source) However, I would like to say that Tensorflow is a Google product and so is Golang, but my desire to use Golang for Ten...
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2024-05-09T06:43:49
2024-05-09T09:54:47
2024-05-09T09:54:46
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2024-05-09T06:38:12
2024-05-09T09:34:29
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Properly implement`PjRtStreamExecutorBuffer::CopyRawToHostFuture` for PjRt GPU
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2024-05-09T04:55:47
2024-05-09T21:37:23
2024-05-09T21:37:21
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Properly implement`PjRtStreamExecutorBuffer::CopyRawToHostFuture` for PjRt GPU The current implementation of `CopyRawToHostFuture` does not implement the exact promised semantics because it does not acquire the buffer hold inline. So if one enqueues `CopyRawToHostFuture` and immediately deletes the source PjRt buffer,...
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2024-05-09T04:18:37
2024-05-09T05:50:52
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TFLite GPUv2: ADD(x, 1e-5) results in severely wrong output
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[ "Hi @gustavla ,\r\n\r\nI replicated your issue using Qualcom Ai hub, and i got the same results as you. Let me verify the same through an Android app and I will get back to you.", "1. Is this OpenGL or OpenCL?\r\n2. What is the precision? FP16 or FP32?\r\n3. The GPU delegate works on 4D tensors of shape [B, H, W...
2024-05-09T03:06:22
2024-06-09T22:37:50
null
CONTRIBUTOR
null
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**System information** - Samsung Galaxy S23 / Android 13 /Snapdragon® 8 Gen 2 | SM8550 - GPUv2 delegate - TFLite 2.16.1 Assets: * Model: https://qaihub-public-issues.s3.us-west-2.amazonaws.com/tflite/67216_post_add_numerical_issues.tflite * Inputs: https://qaihub-public-issues.s3.us-west-2.amazonaws.com/tflite...
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2024-05-09T02:51:50
2024-05-09T23:40:13
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Moves the fatal "auto-sharding solver timed out" message until after the total runtime is printed.
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2024-05-09T23:05:10
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Moves the fatal "auto-sharding solver timed out" message until after the total runtime is printed.
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Fix shape mismatch when handling reshape in SPMD partitioner.
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2024-05-09T01:15:02
2024-05-09T02:35:43
2024-05-09T02:35:42
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Fix shape mismatch when handling reshape in SPMD partitioner. 1. Move shape check for reshape from `HloInstruction::CreateShape` into the constructor, so that illegal reshape is caught at creation time from clone. 2. Enhance `hlo_sharding_util::ReshapeSharding`. It can handle the cases where * `source_shape_size % sou...
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Migrate changelist field in Task proto to int64.
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2024-05-09T01:14:20
2024-05-09T20:32:10
2024-05-09T20:32:09
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Migrate changelist field in Task proto to int64.
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Change namespace for TFRT sync lowering dialect to something more descriptive
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2024-05-09T01:07:08
2024-05-17T00:12:36
2024-05-17T00:12:33
NONE
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Change namespace for TFRT sync lowering dialect to something more descriptive
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[hlo] Verify that aliased parameters and results have identical layouts in the entry computation layout
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2024-05-09T01:02:42
2024-05-09T02:30:22
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NONE
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[hlo] Verify that aliased parameters and results have identical layouts in the entry computation layout FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/openxla/xla/pull/12154 from philipphack:u_fp8_scale_xla c7944fc3b2b7fdc45a06d058dea856fff2bd7e15
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[XLA:Python] Fix a memory corruption bug in the tp_name attribute of ArrayImpl and PjitFunction for Python 3.10 or earlier.
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2024-05-09T00:37:05
2024-05-09T01:46:55
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[XLA:Python] Fix a memory corruption bug in the tp_name attribute of ArrayImpl and PjitFunction for Python 3.10 or earlier. This works around https://github.com/python/cpython/issues/89478, which was fixed in Python 3.11.
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[stream_executor:host] Rolling back HostExecutionEngine addition due to some binary size issues.
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2024-05-09T00:19:28
2024-05-09T01:59:27
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NONE
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[stream_executor:host] Rolling back HostExecutionEngine addition due to some binary size issues. Reverts 15f8f10f345aa41475cd3b6cf2f162a2fb1aa152
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Fixes `heap use after free` in passing a python `list()` as an `absl::Span` by passing as a `std::vector` instead
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2024-05-09T00:18:47
2024-05-09T01:07:31
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NONE
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Fixes `heap use after free` in passing a python `list()` as an `absl::Span` by passing as a `std::vector` instead
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PR #12154: Scaling without Type Conversion for FP8 GEMMs
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2024-05-08T23:57:02
2024-05-09T01:40:15
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NONE
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PR #12154: Scaling without Type Conversion for FP8 GEMMs Imported from GitHub PR https://github.com/openxla/xla/pull/12154 Enables the fusion of the scaling of the result of an FP8 GEMM without subsequent type conversion into the Custom Call. Copybara import of the project: -- eb45e08558bb36c437be69d05421126b4252de9...
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#tf-data-service Pass accelerator device info to alternative data transfer clients.
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#tf-data-service Pass accelerator device info to alternative data transfer clients.
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Compute stats should clone the feature configs before updating them.
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2024-05-20T16:40:20
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Compute stats should clone the feature configs before updating them.
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[XLA:GPU] Clang-tidy fixes for xla/service/gpu/gemm_rewriter.cc
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2024-05-08T23:30:09
2024-05-09T19:24:43
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[XLA:GPU] Clang-tidy fixes for xla/service/gpu/gemm_rewriter.cc
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Clean up todos on ifrt core selection
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2024-05-09T22:21:45
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Clean up todos on ifrt core selection
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Remove mlir roundtrip.
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2024-05-08T23:22:47
2024-05-09T00:00:38
2024-05-09T00:00:36
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Remove mlir roundtrip.
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Reverts a01c5c6252ae859c18ad1e489981d867a3c4b519
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2024-05-08T23:09:29
2024-05-09T21:08:03
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NONE
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Reverts a01c5c6252ae859c18ad1e489981d867a3c4b519
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67,199
[xla] NFC: Add tests for async custom call host offloader memory space propagation
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2024-05-08T23:04:08
2024-05-09T00:20:33
2024-05-09T00:20:32
NONE
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[xla] NFC: Add tests for async custom call host offloader memory space propagation
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67,198
Adds a proto profile summary formatter to the TFLite benchmark.
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2024-05-08T23:00:21
2024-05-24T17:30:41
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Adds a proto profile summary formatter to the TFLite benchmark. Adds a Python script to convert benchmark profile protos to a JSON consumable by the model-explorer.
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67,197
Make all methods on StreamExecutor overrides.
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2024-05-08T22:50:01
2024-05-09T22:01:37
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NONE
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Make all methods on StreamExecutor overrides.
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Eliminate a helper method on StreamExecutor used in only one place.
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2024-05-08T22:42:19
2024-05-09T19:18:31
2024-05-09T19:18:29
NONE
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Eliminate a helper method on StreamExecutor used in only one place.
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When an HLO module is manually partitioned, infer a mesh shape to use rather than using the provided one. This wiill throw an error if auto-sharding infers multiple mesh shapes, but try_multiple_mesh_shapes=true.
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2024-05-08T22:35:59
2024-05-09T18:50:42
2024-05-09T18:50:41
NONE
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When an HLO module is manually partitioned, infer a mesh shape to use rather than using the provided one. This wiill throw an error if auto-sharding infers multiple mesh shapes, but try_multiple_mesh_shapes=true.
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67,194
[IFRT] Rename `xla::ifrt::IoCallable` to `xla::ifrt::CustomCall`
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2024-05-08T22:09:11
2024-05-09T17:54:58
2024-05-09T17:54:56
NONE
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[IFRT] Rename `xla::ifrt::IoCallable` to `xla::ifrt::CustomCall` Based on a discussion on the expected semantics of "I/O callable", we change its name to "IFRT custom call" ("IfrtCustomCall" wherever a single word is preferred) in the IFRT API level. Its C++ type name will use `xla::ifrt::CustomCall` as the prefix ins...
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#tf-data Internal only changes
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2024-05-08T23:17:21
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#tf-data Internal only changes
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[xla] NFC: Add tests for async custom call buffer assignment
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2024-05-08T21:42:29
2024-05-08T22:22:13
2024-05-08T22:22:13
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[xla] NFC: Add tests for async custom call buffer assignment
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