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```E tensorflow/core/grappler/optimizers/meta_optimizer.cc:961] layout failed: INVALID_ARGUMENT: Size of values 0 does not match size of permutation 4 @ fanin shape inStatefulPartitionedCall/sequential_2_... | {
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"Hi @filip-halt ,\r\n\r\nCan you please provide the tflite model file so that i can replicate the issue?",
"> Hi @filip-halt ,\r\n> \r\n> Can you please provide the tflite model file so that i can replicate the issue?\r\n\r\nYou can find a copy here: https://github.com/filip-halt/tflite_bug It was too large to up... | 2024-05-22T21:10:26 | 2024-06-06T19:21:22 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
org.tensorflow:tensorflow-lite:2.16.1
### Custom code
Yes
### OS platform and distribution
Android
### Mobile device
Samsung S23
### Python version
_No response_
### Bazel version
_N... | {
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- Ensures that the same device shape func updates the entry computation layout in HloTestBase.
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Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.16.1 and inferior
### Custom code
Yes
### OS platform and distribution
Debian 12 Bookworm
### Mobile device
_No response_
### Python version
_No response... | {
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Fixes segfault in JAX if an invalid cuda version is installed (https://github.com/google/jax/issues/21349).
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The size of input_mapping depends on metadata.num_cores_per_replica(). And metadata is a protobuffer assigned by the poc.mlir. Missing validation for the index of input_mappings will lead to an out-of-bound vulnerability.
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Produces a runtime error. Use `getUInt` instead.
Fixes #12915
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--Integrate GpuTopology into PjRtTopologyDescription to represent multi-host GPU topologies
--Utilize GlobalTopology to build GpuTopology during PjRt client creation
--Update relevant tests
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Imported from GitHub PR https://github.com/openxla/xla/pull/12633
Fixes https://github.com/openxla/xla/issues/7923
Copybara import of the project:
--
71083c7d6dfdcaec1a5458b3f1cd04b11e13f8bd by Ilia Sergachev <isergachev@nvidia.com>:
Fix handling... | {
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Imported from GitHub PR https://github.com/openxla/xla/pull/12951
Copybara import of the project:
--
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Update PJRT C API readme to link to header
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Imported from GitHub PR https://github.com/tensorflow/tensorflow/pull/66023
[PR-62817](https://github.com/tensorflow/tensorflow/pull/62817) accidentally removed these ops, so adding them back.
Copybara import of the project:
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Add a knob to force unroll if needed.
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Imported from GitHub PR https://github.com/openxla/xla/pull/12942
Use the maximum absolute difference observed on 20 runs of these tests with different seed values.
Copybara import of the project:
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c438b08ea7240c23ae98bc8dcf4ef45fa6d2e89c by Ilia Sergachev <isergach... | {
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- Move & and * next to the type, where they belong, as
everyone knows.
- fix `reserve` calls in FoldApplyIndexingOperands
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Special thanks to github user lingzhi98 who experimented with this in
https://github.com/openxla/xla/pull/11018.
I tried to make the logic as similar for vectorized and non-vectorized
reductions as I could. The vectorized logic looks like this:
- produce N reduced elements... | {
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"@abichoi The significant difference in inference time between your two models is expected. Kindly follow the process below to reduce the invoke() time for the SSD Mobilenet v2 FPNLite 640x640 model on your Raspberry Pi 4B:\r\n\r\nPlease enable NNAPI acceleration by setting the target option in the Interpreter crea... | 2024-05-22T12:35:35 | 2024-06-12T01:50:57 | 2024-06-12T01:50:53 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf 2.15
### Custom code
Yes
### OS platform and distribution
arm64 Debian GNU/Linux 11
### Mobile device
_No response_
### Python version
3.9.2
### Bazel version
_No response_
##... | {
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Unfortunately this requires to temporarily use unsorted offset_dims attribute.
GatherSimplifier can turn this into valid HLO again.
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"Hi @ShabbirMarfatiya ,\r\n\r\nThanks for filing an issue, Could you please file a bug in the [TensorFlow](https://github.com/tensorflow/tensorflow/issues) where you can get the issue resolution faster.It is not related to the Model Garden models.\r\n\r\nThanks.",
"Hi @laxmareddyp,\r\n\r\nThanks for the reply. I ... | 2024-05-22T11:53:06 | 2024-05-30T06:18:01 | 2024-05-30T06:17:58 | NONE | null | null | null | I'm facing an issue while trying to run inference with a TensorFlow Lite model quantized to INT8 precision. The model was trained using CenterNet MobileNet for hand keypoint detection, and I'm getting a `RuntimeError` when invoking the interpreter, with the following error message:
```
Cell In[6], line 34
31 ... | {
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GetFusionEmitter never returns an error.
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GetFusionEmitter should be responsible only for matching the correct emitter. If buffer assignment fails, there is no way to fix that and we propagate status to the caller anyway, so it's better to do it in MemcpyFusion::Emit.
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"Hi **@gcelano** ,\r\n- This issue belongs to NVIDIA, We are not working on NVIDIA repo. Please post this issue on NVIDIA repo.\r\n\r\nThank you!",
"@Venkat6871 , in the Tensorflow instructions [1], one requirement is installing NVIDIA Docker support [2], but this is wrong, because that software has been deprecat... | 2024-05-22T09:52:28 | 2024-05-28T09:55:49 | null | NONE | null | null | null | ### Issue type
Documentation Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.16
### Custom code
No
### OS platform and distribution
Debian 12 Bookworm
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No respon... | {
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Imported from GitHub PR https://github.com/openxla/xla/pull/12438
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We did not correctly check whether a fusion root is accessed in two different
iteration orders. If there is another root that has a transpose hero, the
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Updates LLVM usage to match
[446f66d685c2](https://github.com/llvm/llvm-project/commit/446f66d685c2)
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Normally we replace kCopy with transpose in LayoutNormalization. But if some
other pass reintroduces copies, we should still handle them in the same way as
logical transposes.
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This is refactoring the `rocm_embedded_test_modules` so that it is using the `rocm_library` macro instead of invoking the compiler directly.
This has the advantage that hipcc is not needed anymore and a standard clang with the amdgpu backend enabled can be used.
Reverts... | {
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GetFusionEmitter should be responsible only for matching the correct emitter. If buffer assignment fails, there is no way to fix that and we propagate status to the caller anyway, so it's better to do it in MemcpyFusion::Emit.
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FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/openxla/xla/pull/12915 from openxla:aportnoy/ffi-attribute-map-handle-unsigned-integers 7a26d6fa5ca122ad3ad56ba9e3668eab8c9b0235
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Other details about the event can be added in post processing.
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If --clang_path is passed a symlink, an error would occur when building C++ files that had includes from the standard library. E.g., a possible error was:
ERROR: /root/.cache/bazel/_bazel_root/e4ab50d61a21943a819d1e092972a817/external/zlib/BUILD.bazel:5:11: Compiling zutil.c... | {
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Imported from GitHub PR https://github.com/openxla/xla/pull/12915
Copybara import of the project:
--
7a26d6fa5ca122ad3ad56ba9e3668eab8c9b0235 by Andrey Portnoy <aportnoy@nvidia.com>:
Handle unsigned MLIR integers during FFI attribute conversi... | {
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FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/openxla/xla/pull/12912 from openxla:aportnoy/improve-ffi-c-api-datatype-error-message 32908d2d90a89269c655dff6d999bfc974f405a9
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"@gcelano,\r\nThank you for the issue. We observed the same, please allow some time to have a concern on this issue and will provide the update on the same. Thank you!",
"@gcelano,\r\nWe are trying to resolve the above mentioned issue by raising the request for the changes and those will be reflected once the req... | 2024-05-21T22:50:15 | 2024-06-06T01:49:31 | null | NONE | null | null | null | ### Issue type
Documentation Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.16
### Custom code
No
### OS platform and distribution
Debian 12 Bookworm
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No respon... | {
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