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} | Integrate LLVM at llvm/llvm-project@55d2fffdae55
Updates LLVM usage to match
[55d2fffdae55](https://github.com/llvm/llvm-project/commit/55d2fffdae55)
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No
### Source
source
### TensorFlow version
latest from git
### Custom code
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### OS platform and distribution
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"Hi @x0w3n ,\r\n- I was able to reproduce the issue on Colab using TF v2.15 and TF-nightly ,Please find the [gist](https://colab.research.google.com/gist/Venkat6871/e3f79a407fd9bb3411ccda2d94893efe/69290_2-15-nightly-v.ipynb) here for reference.\r\n\r\nThank you!",
"Thank you for your response.",
"Are you satis... | 2024-06-06T01:34:07 | 2024-06-10T06:04:08 | 2024-06-07T00:27:51 | NONE | null | null | null | ### 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_
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3.9.13
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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
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"Hi @x0w3n ,\r\n- I was able to reproduce the issue on Colab using TF v2.15 and TF-nightly ,Please find the [gist](https://colab.research.google.com/gist/Venkat6871/a279ab73a9514adbe2a349c98bff883b/69288_2-15-nightly.ipynb) here for reference.\r\n\r\nThank you!",
"Thank you for your response.",
"Are you satisfi... | 2024-06-06T01:28:34 | 2024-06-07T00:28:15 | 2024-06-07T00:28:11 | NONE | null | null | null | ### 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
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"Hi @x0w3n ,\r\n- I was able to reproduce the issue on Colab using TF v2.15 and TF-nightly ,Please find the [gist](https://colab.research.google.com/gist/Venkat6871/99e902a62e82195ece67fa0ebcfa3e77/69286_2-15-nightly-v.ipynb) here for reference.\r\n\r\nThank you!"
] | 2024-06-06T01:24:46 | 2024-06-11T09:48:39 | null | NONE | null | null | null | ### 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
3.9.13
### Bazel version
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"Hi @x0w3n ,\r\n\r\nI was able to reproduce the issue on Colab using TF [v2.16](https://colab.research.google.com/gist/sushreebarsa/5cec0f7080f1672e116f91f6f9cc72a2/69285.ipynb\r\n) and TF-[nightly](https://colab.research.google.com/gist/sushreebarsa/1aa2c02a796f7ca238a92fa601e8d0e7/69285.ipynb#scrollTo=M3Qm-JLCymR... | 2024-06-06T01:19:37 | 2024-06-11T10:19:31 | null | NONE | null | null | null | ### 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
3.9.13
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"Hi @x0w3n ,\r\n- I was able to reproduce the issue on Colab using TF v2.15 and TF-nightly ,Please find the [gist](https://colab.research.google.com/gist/Venkat6871/bf69d15be75adf7ec38d0dce4b4c0747/69284_2-15-nightly-v.ipynb) here for reference.\r\n\r\nThank you!"
] | 2024-06-06T01:15:35 | 2024-06-11T04:53:48 | null | NONE | null | null | null | ### 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
3.9.13
### Bazel version
_No respons... | {
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"Hi @x0w3n ,\r\n- I was able to reproduce the issue on Colab using TF v2.15 and TF-nightly ,Please find the [gist](https://colab.research.google.com/gist/Venkat6871/6576162b24c1f255fe89e3c5d5448b96/69283_2-15-nightly-v.ipynb) here for reference.\r\n\r\nThank you!"
] | 2024-06-06T01:10:53 | 2024-06-11T09:39:37 | null | NONE | null | null | null | ### 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
3.9.13
### Bazel version
_No respons... | {
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"@x0w3n I was able to replicate the issue reported here using TF [v2.16](https://colab.research.google.com/gist/sushreebarsa/e83f09c20b67c474866a7a6d165ac835/69281.ipynb#scrollTo=7OK58fNuo1mD) and tf-[nightly](https://colab.research.google.com/gist/sushreebarsa/24a762d4f3f5feda5c4a69563f4e0347/69281.ipynb).\r\nThan... | 2024-06-06T01:07:46 | 2024-06-11T09:55:20 | null | NONE | null | null | null | ### 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
3.9.13
### Bazel version
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"Hi @x0w3n ,\r\n- I was able to reproduce the issue on Colab using TF v2.15 and TF-nightly ,Please find the [gist](https://colab.research.google.com/gist/Venkat6871/ed408a56233362e9701c61bd56e5d7ea/69280_2-15-nightly.ipynb) here for reference.\r\n\r\nThank you!",
"Thank you for your response.",
"Are you satisfi... | 2024-06-06T01:05:06 | 2024-06-06T08:36:54 | 2024-06-06T08:36:52 | NONE | null | null | null | ### 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
3.9.13
### Bazel version
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"Hi @x0w3n ,\r\n- I was able to reproduce the issue on Colab using TF v2.15 and TF-nightly ,Please find the [gist](https://colab.research.google.com/gist/Venkat6871/007a03f4964b1cbf66b50026411a9f96/69279_2-15-nightly-v.ipynb) here for reference.\r\n\r\nThank you!"
] | 2024-06-06T01:01:58 | 2024-06-11T09:33:32 | null | NONE | null | null | null | ### 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
3.9.13
### Bazel version
_No respons... | {
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"@x0w3n I was able to replicate the issue reported here using TF [v2.16](https://colab.research.google.com/gist/sushreebarsa/a34c03262d64b9793776ed5c63ce1274/69278.ipynb) and tf-[nightly](https://colab.research.google.com/gist/sushreebarsa/3a018ca3afef26d92f48b75f04f57188/69278.ipynb#scrollTo=e88vHySgckhO).\r\nThan... | 2024-06-06T00:53:19 | 2024-06-11T09:26:28 | null | NONE | null | null | null | ### 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
3.9.13
### Bazel version
_No respons... | {
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"Hi @x0w3n ,\r\n- I was able to reproduce the issue on Colab using TF v2.15 and TF-nightly ,Please find the [gist](https://colab.research.google.com/gist/Venkat6871/3803d5ae106ddd0467235c62249970d2/69277_2-15-nightly-v.ipynb) here for reference.\r\n\r\nThank you!",
"Thank you for your response.",
"Are you satis... | 2024-06-06T00:45:15 | 2024-06-06T08:36:38 | 2024-06-06T08:36:36 | NONE | null | null | null | ### 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
3.9.13
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Using `stable::getCurrentVersion()` provides ~no compatibility guarantees. We should use the version that guarantees version compatibility due to the IFRT Proxy requirements.
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Major: 2 -> 2
Minor: 17 -> 17
Patch: 0 -> 0
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"@erik-fauna Bazel allows for conditional build rules based on configurations like target architecture. It's possible the archive creation step is defined only for specific architectures (e.g., amd64). Kindly search for conditional statements (\"if\", \"select\") within the Bazel build files in the lib_package fold... | 2024-06-05T20:37:39 | 2024-06-11T14:02:37 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.16
### Custom code
No
### OS platform and distribution
Linux Ubuntu 20.04 (arm64)
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
6.5.0
### GCC/c... | {
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Copybara import of the project:
--
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"@cpappasILMX Please make sure that Android NDK has a version compatible with your target Android API level.\r\nBazel build system. Could you check TensorFlow [documentation](https://www.tensorflow.org/lite/api_docs/java/org/tensorflow/lite/gpu/package-summary) for specific version requirements for these tools for ... | 2024-06-05T17:31:46 | 2024-06-10T09:41:14 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15
### Custom code
No
### OS platform and distribution
Android
### Mobile device
Android
### Python version
3.9
### Bazel version
7.1.2
### GCC/compiler version
Apple Clang 15.0.... | {
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Also update the verifier to be aware of these changes. Add nested fusion cost handling for dynamic update slice.
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} | PR #13254: [NVIDIA] Support pipelining collectives in backward direction with loop invariant instructions in chain
Imported from GitHub PR https://github.com/openxla/xla/pull/13254
In some quantization patterns like:
```
constant
|
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Rename it to `hlo_runner_main_gpu`.
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"[original issue](https://github.com/tensorflow/tensorflow/issues/62610)..\r\nIt works fine in 2.15.0"
] | 2024-06-05T15:07:55 | 2024-06-06T04:49:19 | null | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution : Linux Ubuntu 22.04
- TensorFlow installation (pip package or built from source): pip package
- TensorFlow library (version, if pip package or github SHA, if built from source): 2.16.1
### 2. Code
```
import tensorflow as tf
import pdb
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Tensorflow lite v2.16.1
Hexagon library 1.20.0.1
**Standalone code to reproduce the issue**
I generated efficientdet normal and lite int8 models from automl github.
https://github.com/google/automl/blob/master/efficientdet/tf2/tutorial.ipynb
The models work well on CPU, but do not work ... | {
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} | PR #13108: [GPU] Shard GEMM fusion autotuning across multiple compilation processes.
Imported from GitHub PR https://github.com/openxla/xla/pull/13108
This solves the problem of compiler processes compiling different programs due to fluctuations of measurements during autotuning and in addition makes some cases faste... | {
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"@x0w3n I tried to replicate the issue reported using tf-nightly and faced the following error rather than core dumped issue. \r\n```\r\nInvalidArgumentError: {{function_node __wrapped__DrawBoundingBoxesV2_device_/job:localhost/replica:0/task:0/device:CPU:0}} The rank of the images should be 4 [Op:DrawBoundingBoxe... | 2024-06-05T12:32:45 | 2024-06-11T08:36:25 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### 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
3.9.13
### Bazel version
_No response... | {
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- v4 loads should not be used with f32 or larger inputs. I measured
significant performance degradation from this.
- stop relying on unrolling for vectorization, so we can
remove the MayPreventVectorization heuristic. This enables
more vectorization, e.g. of variadic reductions.
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"Hi @x0w3n ,\r\n- I was able to reproduce the issue on Colab using TF v2.16.1 and TF-nightly ,Please find the [gist](https://colab.research.google.com/gist/Venkat6871/339ff14afb0d1eab6d1a3c0dbdc4697d/69229_2-16-1-nightly-v.ipynb) here for reference.\r\n\r\nThank you!",
"Thank you for your response.",
"Are you s... | 2024-06-05T11:32:26 | 2024-06-06T08:34:17 | 2024-06-06T08:34:15 | NONE | null | null | null | ### 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
3.9.13
... | {
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The float to signed int conversion was there previously, but removed because I
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This is a preparation for future changes to SymbolicTileAnalysis.
I plan to make it possible to build SymbolicTileAnalysis from HloFusionAdaptor, so it can be used in Priority Fusion. By design, HloFusionAdaptor should only... | {
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Follow up changes will wire it into JAX.
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Handler registration is backend-agnostic, so it doesn't make sense to have
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I will remove PyRegisterCustomCallTarget from xla_extension in a follow up,
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"Hi @x0w3n ,\r\n- I was able to reproduce the issue on Colab using TF v2.15 and TF-nightly ,Please find the [gist](https://colab.research.google.com/gist/Venkat6871/140c866714fb864890903cb3a5380a36/69221_2-15-nightly-v.ipynb) here for reference.\r\n\r\nThank you!",
"Thank you for your response.",
"Are you satis... | 2024-06-05T10:49:00 | 2024-06-10T06:03:18 | 2024-06-07T00:26:24 | NONE | null | null | null | ### 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
3.9.13
### Bazel version
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"@x0w3n I was able to replicate the issue reported here using TF [v2.16](https://colab.research.google.com/gist/sushreebarsa/fb81f8b4fc00adf53d71eb4c09b33208/69220-nightly.ipynb) and tf-[nightly](https://colab.research.google.com/gist/sushreebarsa/28d977cff6a884ff9c4a13ed84202b4c/69220-nightly.ipynb).\r\nThank you!... | 2024-06-05T10:42:09 | 2024-06-11T07:29:43 | null | NONE | null | null | null | ### 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_
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"Hi @x0w3n ,\r\n- I was able to reproduce the issue on Colab using TF v2.15 and TF-nightly ,Please find the [gist](https://colab.research.google.com/gist/Venkat6871/bb0860f8ca2f02755ff47c36b6857502/69219_2-15-nightly-v.ipynb) here for reference.\r\n\r\nThank you!\r\n",
"Thank you for your response.",
"Are you s... | 2024-06-05T10:38:33 | 2024-06-06T08:35:51 | 2024-06-06T08:35:48 | NONE | null | null | null | ### 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_
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3.9.13
### Bazel version
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"@x0w3n,\r\nLooks like there is another issue raised for the same API mentioning that it is also aborted. This is a duplicate of issue [#66759](https://github.com/tensorflow/tensorflow/issues/66759). Can you please check and close this issue, since it is already being tracked there? \r\n\r\nThank you!\r\n",
"I've... | 2024-06-05T09:40:24 | 2024-06-05T12:28:28 | 2024-06-05T12:28:24 | NONE | null | null | null | ### 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
3.9.13
### Bazel version
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Having it in a separate file just makes it non-obvious which flags are used (as
there's only one user), and complicates error handling. Furthermore, it hides
the fact that some flags are duplicated.
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Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.16
### Custom code
Yes
### OS platform and distribution
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"Hi **@PhyllisJi** ,\r\n- Sorry for the delay, Please post this issue on [keras-team/keras repo.](https://github.com/keras-team/keras/issues)\r\nTo know more see;\r\n[https://discuss.tensorflow.org/t/keras-project-moved-to-new-repository-in-https-github-com-keras-team-keras/1999](https://discuss.tensorflow.org/t/ke... | 2024-06-05T03:28:56 | 2024-06-10T05:55:33 | null | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
tf 2.14.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No response_
### GCC/compi... | {
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"@ngostin,\r\nI tried to import the tensorflow_decision_forests in the latest version Tensorflow 2.16.1 and could not face any error/issue while importing. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/f42d057225455cc7203570d65bdeb58c/untitled1934.ipynb).\r\n```python\r\n!pip i... | 2024-06-05T02:31:54 | 2024-06-05T06:33:46 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.16.1
### Custom code
Yes
### OS platform and distribution
Mac OS Big Sur 11.3.1
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
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This is now straightforward -- all we need to do is ensure that the `WaitForStreamsThunks` get lowered into appropriate `CommandBufferCmds`. There's already a `BarrierCmd` that *almost* works. I only had to add support for waiting on multiple streams instead of wai... | {
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