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Local rendezvous is aborting with status: OUT_OF_RANGE: End of sequence when call some methods of `tf.data`
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[ "@x0w3n,\r\nI tried to execute the mentioned code on the tf-nightly GPU environment and haven't found out_of_range issues. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/30dc59b453b8cf03daf6defe345bece3/untitled1916.ipynb) and let me know if it is working as expected. Thank you!...
2024-05-24T11:24:11
2024-06-11T06:07:46
null
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version tf 2.16 ### Custom code Yes ### OS platform and distribution Linux Ubuntu 22.04.3 LTS (x86_64) ### Mobile device _No response_ ### Python version 3.12.3 ### Bazel version _No respons...
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PR #12952: [ROCM] hipblas-lt: bias pointer workaround
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2024-05-24T09:28:58
2024-05-24T13:05:43
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PR #12952: [ROCM] hipblas-lt: bias pointer workaround Imported from GitHub PR https://github.com/openxla/xla/pull/12952 This is a workaround for ROCM-6.2 version where the behaviour of bias pointer was changed. New version shall work fine both for old and new rocm versions @xla-rotation: could you have a look please...
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Consistently use {} for Interval construction.
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Consistently use {} for Interval construction. Apparently some compiler has a problem with ().
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[XLA:GPU] Fix compute time calculation in the performance model.
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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/68590/checks?check_run_...
2024-05-24T09:13:40
2024-05-29T08:21:11
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[XLA:GPU] Fix compute time calculation in the performance model. The compute time should be calculated based on the number of active cores, which is the minimum of the number of blocks and the number of cores on the device. Originally suggested in https://github.com/openxla/xla/pull/12208. Co-authored-by: lingzhi98 ...
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I was using tf lite and trying to get the examples but cant
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[ "Hi @nikechase3 ,\r\n\r\nCan you provide the code for detect.py or can you provide the link for the same , also can you tell me what is setup.sh about ?", "it is on the tensorflow lite example repository, i tried yesterday, and it worked but i fear that next time the same thing will happen again", "hi @nikechas...
2024-05-24T07:47:39
2024-05-27T15:35:53
2024-05-27T15:35:49
NONE
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source binary ### TensorFlow version 2.11 ### Custom code No ### OS platform and distribution _No response_ ### Mobile device Linux raspberrypi 6.1.21-v7 ### Python version 3.7.3 ### Bazel version _No response_ ### GCC/...
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Integrate LLVM at llvm/llvm-project@fddf350f9640
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2024-05-24T07:47:27
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Integrate LLVM at llvm/llvm-project@fddf350f9640 Updates LLVM usage to match [fddf350f9640](https://github.com/llvm/llvm-project/commit/fddf350f9640)
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Use graph_executor fallback_state for ProcessFunctionLibraryRuntime func_lib_def, and ConvertTfMlirToBef.
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Use graph_executor fallback_state for ProcessFunctionLibraryRuntime func_lib_def, and ConvertTfMlirToBef.
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PR #13020: Support lowering XLA clamp instruction to cuDNN.
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2024-05-24T07:21:59
2024-05-24T12:20:56
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PR #13020: Support lowering XLA clamp instruction to cuDNN. Imported from GitHub PR https://github.com/openxla/xla/pull/13020 Support lowering XLA clamp instruction to cuDNN. cc @sergachev Copybara import of the project: -- 47dc71f2a0d5887461a0b7d985328442e0e8da2f by Elfie Guo <elfieg@nvidia.com>: Support lowering ...
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Remove usage of --xla_gpu_enable_triton_hopper in autotuner
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2024-05-24T07:04:56
2024-05-27T07:32:38
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Remove usage of --xla_gpu_enable_triton_hopper in autotuner FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/openxla/xla/pull/13068 from dimvar:dv-create-blackwell-cc cc1adebc95166b2d3979cc01de954a1895515ad4
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Automated Code Change
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2024-05-24T06:52:06
2024-05-24T09:13:58
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Automated Code Change
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PR #12297: Fix side output index computation for transpose fusion
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2024-05-24T06:47:53
2024-05-24T11:35:59
2024-05-24T11:35:59
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PR #12297: Fix side output index computation for transpose fusion Imported from GitHub PR https://github.com/openxla/xla/pull/12297 There exist bug in ComputeThreadIdToOutputIndexing func. Currently, this func can not calculate indexing map correctly for sided output. Fix it and add corresponding test. Copybara impor...
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PR #13039: [XLA:GPU] Add debug code to VLOG allocation info if GpuExecutable has any memory addressed changed.
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2024-05-24T05:12:58
2024-05-24T08:20:36
2024-05-24T08:20:34
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PR #13039: [XLA:GPU] Add debug code to VLOG allocation info if GpuExecutable has any memory addressed changed. Imported from GitHub PR https://github.com/openxla/xla/pull/13039 Help to identify command buffer perf issues. Copybara import of the project: -- 05c24d4707017755ee75a1d6058928fccfac1f83 by Shawn Wang <sha...
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Add max_enqueued_batches option for model servers.
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2024-05-24T05:07:33
2024-05-31T17:38:43
2024-05-31T17:38:42
NONE
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Add max_enqueued_batches option for model servers.
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bad_indices_policy for GatherNd
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2024-05-24T04:36:37
2024-05-29T07:27:10
2024-05-29T07:27:08
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bad_indices_policy for GatherNd
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Reverts df40f8d088774e2e938896b7f7cf2e2051d00a3a
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2024-05-24T04:28:58
2024-05-24T14:04:18
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Reverts df40f8d088774e2e938896b7f7cf2e2051d00a3a
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Reverts 33bfff8ce3d639c64f8582c8013ac583a7faf543
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2024-05-24T04:21:23
2024-05-24T14:03:53
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Reverts 33bfff8ce3d639c64f8582c8013ac583a7faf543
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NFC: BUILD file changes
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2024-05-24T02:33:48
2024-05-24T03:01:03
2024-05-24T03:01:02
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NFC: BUILD file changes Reverts 6e7d46a6730224d5c3e1fd66e0273ad4f42b56fc
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Add support for int4 in dequantize op.
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2024-05-24T02:13:57
2024-06-10T23:39:19
2024-06-10T23:39:14
NONE
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Add support for int4 in dequantize op. This CL adds int4 support inside the reference/optimized dequantize op including per-channel dequantization.
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Slightly refactor IsSupportedF8Pattern in gemm_rewriter.cc.
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2024-05-24T01:29:39
2024-05-30T09:53:04
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Slightly refactor IsSupportedF8Pattern in gemm_rewriter.cc. This makes no functional changes. The overall logic is a bit more clear now. A type InstrPath is added, aliasing the type 'std::vector<std::pair<HloInstruction *, int>>' which was previously passed around. This type is now always ordered from operand to user...
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Update robin_map dependency to v1.3.0.
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2024-05-24T00:47:03
2024-05-28T22:24:13
2024-05-28T22:24:09
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Update robin_map dependency to v1.3.0. This will be needed for a future nanobind v2.0 update.
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[XLA:GPU] Clang-tidy cleanup for xla/service/gpu/fusions/cudnn_test.cc
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2024-05-23T23:51:24
2024-05-24T00:35:03
2024-05-24T00:35:03
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[XLA:GPU] Clang-tidy cleanup for xla/service/gpu/fusions/cudnn_test.cc
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Remove StreamInterface::implementation method, and just cast based on the stream pointer.
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2024-05-23T23:48:05
2024-05-28T22:53:56
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Remove StreamInterface::implementation method, and just cast based on the stream pointer.
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PR #13034: Fix typo
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2024-05-23T23:35:51
2024-05-24T00:18:13
2024-05-24T00:18:13
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PR #13034: Fix typo Imported from GitHub PR https://github.com/openxla/xla/pull/13034 Copybara import of the project: -- 6f47dc87ed665bc6723e6fb62f93fbcc20c858b5 by Dimitris Vardoulakis <dvardoulakis@nvidia.com>: Fix typo Merging this change closes #13034 FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/openx...
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PR #13021: Fix build issue of gpu_sparse_dot_test
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2024-05-23T23:00:16
2024-05-24T08:39:02
2024-05-24T08:39:02
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PR #13021: Fix build issue of gpu_sparse_dot_test Imported from GitHub PR https://github.com/openxla/xla/pull/13021 replaces EXPECT_OK with TF_EXPECT_OK and added relevant header file and dependency. Error: #10 1431.9 xla/service/gpu/tests/gpu_sparse_dot_test.cc:134:3: error: use of undeclared identifier 'EXPECT_OK...
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Remove unused hlo_proto import in local_client
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2024-05-23T22:57:47
2024-05-23T23:46:44
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NONE
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Remove unused hlo_proto import in local_client
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Change MatchShapeCoveringDynamicIndexInstruction to return the dynamic index if matched.
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2024-05-23T21:54:06
2024-05-30T01:06:18
2024-05-30T01:06:16
NONE
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Change MatchShapeCoveringDynamicIndexInstruction to return the dynamic index if matched.
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Add support for local wheel files in hermetic python
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2024-05-23T21:52:35
2024-05-23T22:27:48
2024-05-23T22:27:47
NONE
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Add support for local wheel files in hermetic python This allows users to specify a list of workspaces that contain pre-built local wheels without need to manually add them in requirements.txt files. The wheels will be automatically processed by bazel rules and injected into the requirements_lock_<py_version>.txt on...
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Adds IDs of modules on which the compilation stage was run to the CompilationLogEntry and the `MetricsHookInterface::RecordCompilationMetrics()` API.
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2024-05-23T21:31:40
2024-05-30T00:40:44
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NONE
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Adds IDs of modules on which the compilation stage was run to the CompilationLogEntry and the `MetricsHookInterface::RecordCompilationMetrics()` API.
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Remove artifact registry auth configuration since we've made the image public.
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NONE
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Remove artifact registry auth configuration since we've made the image public.
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Define AutoSharding::Run as virtual.
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2024-05-23T21:01:52
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Define AutoSharding::Run as virtual.
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[XLA:GPU] Clang-tidy cleanup for xla/service/gpu/cudnn_workspace_rewriter.h
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2024-05-23T20:52:43
2024-05-24T18:00:19
2024-05-24T18:00:19
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[XLA:GPU] Clang-tidy cleanup for xla/service/gpu/cudnn_workspace_rewriter.h
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[XLA:GPU] Clang-tidy cleanup for xla/service/gpu/gpu_fusible_test.cc
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2024-05-23T20:49:15
2024-05-23T22:32:54
2024-05-23T22:32:53
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[XLA:GPU] Clang-tidy cleanup for xla/service/gpu/gpu_fusible_test.cc
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[XLA:GPU] Clang-tidy cleanup for xla/service/gpu/gpu_windowed_einsum_handler.{cc,h}
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2024-05-23T20:48:48
2024-05-23T22:37:53
2024-05-23T22:37:53
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[XLA:GPU] Clang-tidy cleanup for xla/service/gpu/gpu_windowed_einsum_handler.{cc,h}
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[XLA:GPU] Clang-tidy cleanup for xla/service/gpu/hlo_traversal.h
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2024-05-23T20:43:31
2024-05-23T22:54:51
2024-05-23T22:54:50
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[XLA:GPU] Clang-tidy cleanup for xla/service/gpu/hlo_traversal.h
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[XLA:GPU] Clang-tidy cleanup for xla/service/gpu/ir_emitter_triton.h
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2024-05-23T20:39:23
2024-05-23T23:01:31
2024-05-23T23:01:31
NONE
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[XLA:GPU] Clang-tidy cleanup for xla/service/gpu/ir_emitter_triton.h
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TEST delete DISABLE_MLIR_BRIDGE
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2024-05-23T20:37:56
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TEST delete DISABLE_MLIR_BRIDGE
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[XLA:TPU] Share resources for host hoffloading and send/receive
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2024-05-23T20:12:47
2024-05-23T23:12:07
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[XLA:TPU] Share resources for host hoffloading and send/receive
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2024-05-23T19:46:13
2024-05-23T21:25:05
2024-05-23T21:25:04
NONE
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Added int/uint2 dtypes to the various bits of the XLA runtime See google/jax#21369.
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Support per-axis embedding lookup reference kernel
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2024-05-23T18:37:40
2024-05-30T19:28:35
2024-05-30T19:28:32
NONE
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Support per-axis embedding lookup reference kernel
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2024-05-23T18:33:16
2024-05-23T18:33:16
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[xla:python] Add support for registering custom call targets for all XLA execution stages and for XLA FFI traits
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2024-05-23T18:23:34
2024-05-24T17:44:29
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[xla:python] Add support for registering custom call targets for all XLA execution stages and for XLA FFI traits
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Integrate LLVM at llvm/llvm-project@10dc3a8e916d
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2024-05-23T18:07:55
2024-05-24T04:31:55
2024-05-24T04:31:55
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Integrate LLVM at llvm/llvm-project@10dc3a8e916d Updates LLVM usage to match [10dc3a8e916d](https://github.com/llvm/llvm-project/commit/10dc3a8e916d)
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Clean up include and build file
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2024-05-23T16:59:41
2024-05-24T23:08:44
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Clean up include and build file
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[GPU] Remove spam logs.
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2024-05-23T16:56:45
2024-05-23T16:56:45
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[GPU] Remove spam logs.
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Change IsCollectiveWithChannelId to return the instruction with channel_id or nullptr.
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2024-05-23T16:40:39
2024-05-29T16:22:27
2024-05-29T16:22:25
NONE
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Change IsCollectiveWithChannelId to return the instruction with channel_id or nullptr.
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[TEST] Verify cuDNN version
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2024-05-23T16:34:24
2024-05-23T16:34:24
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[TEST] Verify cuDNN version
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move flatbuffer_compatibility_test target to tflite compiler
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2024-05-23T15:58:37
2024-05-24T20:15:25
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move flatbuffer_compatibility_test target to tflite compiler
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Fix multi-output in-place DUS.
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2024-05-23T15:11:52
2024-05-24T07:54:38
2024-05-24T07:54:37
NONE
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Fix multi-output in-place DUS. This fixes jax/tests:pmap_test_gpu_2gpu.
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[xla:ffi] Add XLA_FFI_ExecutionStage enum to call frame and add to to error logs
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2024-05-23T14:45:14
2024-05-24T17:29:04
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[xla:ffi] Add XLA_FFI_ExecutionStage enum to call frame and add to to error logs Add execution stage to error logs to be able to distinguish errors coming from different execution stages.
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[stream_executor:host] Implement Launch method
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2024-05-23T14:44:55
2024-05-30T02:40:13
2024-05-30T02:40:11
NONE
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[stream_executor:host] Implement Launch method This is a part of the ongoing effort https://github.com/openxla/xla/issues/7234
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#tf-data-sevice Downgrade null model warning to vlog.
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2024-05-23T14:30:04
2024-05-31T18:43:14
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#tf-data-sevice Downgrade null model warning to vlog.
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[xla] Move the shape check in HloReshapeInstruction constructor back to
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2024-05-23T14:23:19
2024-05-23T17:50:59
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[xla] Move the shape check in HloReshapeInstruction constructor back to CreateReshape.
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[Triton] Fixing an issue where LocalAllocOp doesn't support DotOperandEncoding when it calls emitIndices during lowering.
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2024-05-23T14:08:13
2024-05-29T20:52:09
2024-05-29T20:52:06
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[Triton] Fixing an issue where LocalAllocOp doesn't support DotOperandEncoding when it calls emitIndices during lowering. The change basically inserts a layout conversion from DotOperandEncoding to the original parent encoding when creating a LocalAllocOp and modifies RemoveLayoutConversions pass to not canonicalize i...
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Generally allow intermediate ops with multiple users in epilogues.
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2024-05-23T14:05:18
2024-05-24T14:26:55
2024-05-24T14:26:53
NONE
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Generally allow intermediate ops with multiple users in epilogues. Before, we only allowed it for reduce epilogues, but after a recent fix this should also work correctly for other fusions with epilogues. Reverts changelist 602615649
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[GPU] Remove spam logs.
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2024-05-23T13:58:21
2024-05-23T17:09:44
2024-05-23T17:09:43
NONE
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[GPU] Remove spam logs.
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Fix unsigned vectorized reductions.
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2024-05-23T13:57:58
2024-05-23T14:55:04
2024-05-23T14:55:03
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Fix unsigned vectorized reductions. This fixes xla/tests:reduce_test_gpu.
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Do not restrict Hopper block sizes in the autotuner
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2024-05-23T13:54:30
2024-05-23T15:01:45
2024-05-23T15:01:45
NONE
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Do not restrict Hopper block sizes in the autotuner
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Get rid of half.hpp dependency in sparse dot test
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2024-05-23T13:24:46
2024-05-23T14:16:02
2024-05-23T14:16:01
NONE
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Get rid of half.hpp dependency in sparse dot test
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Enable MMA_V3 for Triton Hopper tests
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2024-05-23T13:14:43
2024-05-23T14:09:16
2024-05-23T14:09:14
NONE
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Enable MMA_V3 for Triton Hopper tests They are expecting the set of generated instructions to include wgmma-related code, and fail otherwise.
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Integrate LLVM at llvm/llvm-project@10dc3a8e916d
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2024-05-23T13:09:34
2024-05-23T13:09:34
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Integrate LLVM at llvm/llvm-project@10dc3a8e916d Updates LLVM usage to match [10dc3a8e916d](https://github.com/llvm/llvm-project/commit/10dc3a8e916d)
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Don't fold constants in affine_apply.fold.
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2024-05-23T12:43:16
2024-05-23T13:35:04
2024-05-23T13:35:03
NONE
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Don't fold constants in affine_apply.fold. This sometimes (rarely) fails with "folder reused existing op for one result but constant materialization failed for another result". Not sure why, but it's just a not very important runtime optimization anyway.
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Fix a crash in unoptimized builds.
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2024-05-23T12:35:33
2024-05-23T14:02:03
2024-05-23T14:02:01
NONE
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Fix a crash in unoptimized builds. getIntOrFloatBitWidth asserts that the type is an integer, but we only check the type after calling it.
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Added basic support for int2/uint2 dtypes to JAX
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2024-05-23T12:30:20
2024-05-23T12:30:22
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Added basic support for int2/uint2 dtypes to JAX #21369 FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/openxla/xla/pull/12991 from openxla:gemm_fusion_autotuner_refactor 44682f67eb6e9c521f381a7c3dd93fee95f59366
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Automated Code Change
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2024-05-23T11:41:41
2024-05-23T11:41:41
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Automated Code Change
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Delete GetMemRefSizeInBytes method
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2024-05-23T11:28:41
2024-05-23T14:41:55
2024-05-23T14:41:53
NONE
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Delete GetMemRefSizeInBytes method It is unused now.
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feat: Implement hermetic Python version matching system Python version
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2024-05-25T08:11:16
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feat: Implement hermetic Python version matching system Python version
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Use apply_indexing for GEP index calculations.
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2024-05-23T10:56:52
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Use apply_indexing for GEP index calculations. Reverts 1165601296e2baba5535c8f9ba7510e1373b9d6c
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Simplify arith.minsi and maxsi.
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2024-05-23T11:34:57
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Simplify arith.minsi and maxsi. Reverts 1165601296e2baba5535c8f9ba7510e1373b9d6c
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PR #12991: [GPU] Refactor GEMM fusion autotuner.
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2024-05-23T12:51:33
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PR #12991: [GPU] Refactor GEMM fusion autotuner. Imported from GitHub PR https://github.com/openxla/xla/pull/12991 Copybara import of the project: -- f6e85691b51bdd17fc6167ad8f8cb00d7411fec9 by Ilia Sergachev <isergachev@nvidia.com>: [GPU] Replace a hash map by a vector of pairs in GEMM fusion autotuner. This wil...
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Correctly process sparse dots (do not drop sparsity info when calling CreateDot)
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2024-05-23T10:25:41
2024-05-23T12:57:49
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Correctly process sparse dots (do not drop sparsity info when calling CreateDot)
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Automated Code Change Reverts 1165601296e2baba5535c8f9ba7510e1373b9d6c
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[XLA:FFI] Move stream insertion operator for C API datatypes to global namespace.
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2024-05-23T10:07:26
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[XLA:FFI] Move stream insertion operator for C API datatypes to global namespace. In case this operator is called by a user using a macro, it happens in the global namespace. If the stream insertion operator is not found there, ADL never looks in `xla::ffi` namespace (because C API enums are defined in global namespa...
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Fold sequences of apply_indexing ops.
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2024-05-23T10:02:54
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Fold sequences of apply_indexing ops. But only if this leads to simplification.
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Automated Code Change Reverts 1165601296e2baba5535c8f9ba7510e1373b9d6c
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Automated Code Change Reverts 1165601296e2baba5535c8f9ba7510e1373b9d6c
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2024-05-23T09:56:43
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Update cuDNN to version 9.1.1 in JAX
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2024-05-24T17:22:46
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Update cuDNN to version 9.1.1 in JAX
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[cleanup] Remove unused classes
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2024-05-23T16:03:45
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[cleanup] Remove unused classes
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Automated Code Change FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/openxla/xla/pull/12991 from openxla:gemm_fusion_autotuner_refactor 44682f67eb6e9c521f381a7c3dd93fee95f59366
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Automated Code Change Reverts 1165601296e2baba5535c8f9ba7510e1373b9d6c
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2024-05-23T09:26:54
2024-05-23T10:55:33
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Reverts 1165601296e2baba5535c8f9ba7510e1373b9d6c
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output_padding argument in Conv1DTranspose
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[ "@olive380 If you don't require any padding for the output, simply omit the output_padding argument altogether. The default behavior in TensorFlow 2.16 for Conv1DTranspose is to not add any padding, which aligns with your case of using output_padding=0. Also please refer to the Keras [documentation](https://www.ten...
2024-05-23T09:21:38
2024-06-05T14:32:54
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version tf2.16.1 ### Custom code Yes ### OS platform and distribution Linux Ubuntu 20.04 LTS ### Mobile device _No response_ ### Python version 3.9.16 ### Bazel version _No response_ ### GCC...
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PR #10301: [XLA:CPU][oneDNN] Convolution XLA HLO Pattern Matcher with oneDNN custom call rewrite
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PR #10301: [XLA:CPU][oneDNN] Convolution XLA HLO Pattern Matcher with oneDNN custom call rewrite Imported from GitHub PR https://github.com/openxla/xla/pull/10301 This PR enables oneDNN library call for the matched XLA HLO Convolution pattern through custom_call instruction. In particular, this PR: 1. Adds oneDNN co...
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[XLA:GPU] Remove num_threads from EstimateRunTimeData.
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2024-05-23T08:41:27
2024-05-23T09:12:02
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[XLA:GPU] Remove num_threads from EstimateRunTimeData.
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[XLA:GPU] Enable 'xla_gpu_all_reduce_contiguous' by default.
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[XLA:GPU] Enable 'xla_gpu_all_reduce_contiguous' by default.
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[Multiple Stream Groups] Add multi-stream device_name_utils.
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[ "Hi @changhuilin Can you please review this PR ? Thank you!" ]
2024-05-23T07:59:12
2024-06-07T17:32:15
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This is a part of the Multiple Stream Groups feature. With this new feature, users are allowed to create multiple stream groups in one GPU device, and the computation graph can be distributed to different stream groups for paralleled execution to increase GPU utilization and throughput and decrease latency. This is ess...
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Support more operators on Intervals.
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2024-05-23T07:55:22
2024-05-23T11:08:11
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Support more operators on Intervals. - comparison of intervals with intervals (not just intervals with points) - addition and multiplication - implement saturating semantics for these. Also fix our current multiplication bound. - min and max And add a bunch of tests. This is in preparation for more arith simplifi...
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2024-05-23T07:49:55
2024-05-23T09:05:56
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[Multiple Stream Groups] Add stream_id knobs to stream_executors and devices.
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[ "Hi @buptzyb Can you please resolve the conflicts? Thank you!" ]
2024-05-23T07:27:45
2024-06-07T17:31:47
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This is a part of the _Multiple Stream Groups_ feature. With this new feature, users are allowed to create multiple stream groups in one GPU device, and the computation graph can be distributed to different stream groups for paralleled execution to increase GPU utilization and throughput and decrease latency. This is e...
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Fold sequences of apply_indexing ops.
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2024-05-23T06:21:27
2024-05-23T10:19:11
2024-05-23T10:19:10
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Fold sequences of apply_indexing ops. But only if this leads to simplification.
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2024-05-23T05:47:01
2024-05-23T08:49:14
2024-05-23T08:49:13
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Increase the tensor merge size limit for the dot merger pass from 16 -> 32 MB
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2024-05-23T04:56:52
2024-05-23T16:51:56
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Increase the tensor merge size limit for the dot merger pass from 16 -> 32 MB
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