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Nova9Pro (Huawei)
- TensorFlow Lite in Play Services SDK version (found in `build.gradle`):
Based on the source codes, I built the dynamic libs: libtensorflowlite.so and libtensorflowlite_gpu_delegate.so using bazel 5.1.1
- Google Play Services version
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... | 2024-05-05T17:34:54 | 2024-05-25T01:48:39 | 2024-05-25T01:48:36 | NONE | null | null | null | ### Issue type
Feature Request
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
tf-nightly 2.17.0.dev20240504
### Custom code
No
### OS platform and distribution
Ubuntu Jammy
### Mobile device
_No response_
### Python version
3.12
### Ba... | {
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"Hi **@rsujeevan** ,\r\n- I tried to run your code on colab using TF v2.15,2.16.1 and nightly faced the same issue. Please find the [gist](https://colab.sandbox.google.com/gist/Venkat6871/f1012cd57b392cf832f5441ea5012625/66985_2-15-2-16-1-v.ipynb) here for reference. \r\n\r\nThank you!"
] | 2024-05-05T05:49:49 | 2024-05-07T09:52:48 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.15.1
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu 20.04.5
### Mobile device
_No response_
### Python version
3.11.9
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} | Integrate LLVM at llvm/llvm-project@fc398a112d26
Updates LLVM usage to match
[fc398a112d26](https://github.com/llvm/llvm-project/commit/fc398a112d26)
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Field inplace_operator wasn't being initialized, most likely an omission.
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"Hi @burntato ,\r\n\r\nI will replicate the issue and will get back to you.",
"Hi @burntato ,\r\n\r\nCan you also share the model.tflite file please ",
"> Hi @burntato ,\r\n> \r\n> Can you also share the model.tflite file please\r\n\r\nI have updated the google drive folder to contain the custom model I've used... | 2024-05-04T19:19:50 | 2024-05-22T13:05:27 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf 2.8
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu 23.04
### Mobile device
Android 10 device and Emulated android 10 device
### Python version
3.9
### Bazel versi... | {
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Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.4.1
### Custom code
No
### OS platform and distribution
Windows
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"@sushreebarsa Can you help with above query? I want to see how I can use XLA with TF to enable CUDA Graphs",
"@ndeep27 There isn't a direct way to create an XLA compiled model from a TensorFlow SavedModel in TensorFlow 2. Please refer to this [official](https://www.tensorflow.org/api_docs/python/tf/xla) documen... | 2024-05-03T23:47:13 | 2024-05-24T01:49:15 | 2024-05-24T01:49:10 | NONE | null | null | null | ### Issue type
Others
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
TF 2.11
### Custom code
No
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
### GCC/... | {
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"This happened to me when I tried to fit the model. I don't have any real solutions for this but if it helps, restarting the kernel has fixed it for me.",
"Hi **@salmankdurrani** ,\r\n\r\n- I tried to run your code on colab using TF v2.16.1 and i am not facing any issue. Please find the [gist](https://colab.sandb... | 2024-05-03T23:41:00 | 2024-06-05T14:50:43 | null | NONE | null | null | null | ### 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_
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"Couple of follow-up questions on this!!\r\n\r\nAre you using a virtual environment or conda environment? If so, have you tried installing TensorFlow 2.4 in a new environment?\r\n\r\nAlso, did you check CUDA version, GPU model and driver version compatible with TensorFlow 2.4?",
"@tilakrayal,\r\nCould you please ... | 2024-05-03T19:33:45 | 2024-06-11T01:51:20 | 2024-06-11T01:51:17 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.4.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04
### Mobile device
Nvidia Jetson Nano
### Python version
3.8.10
### Bazel version
_No response_
### ... | {
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The lhlo directory was recently deleted.
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This change is necessary to migrate the custom calls behind
jax.*_callback APIs.
I decided to encode tokens as scalar buffers with void storage type. Another
possibility was to introduce a dedicated argument/return type for tokens
and change all the intern... | {
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Imported from GitHub PR https://github.com/openxla/xla/pull/12076
This PR enables AVX512 vectorization on CPUs that have the support. The default target machine features in LLVM include an attribute (`+prefer-256-bit`), as a result LoopVectorization pass produces AVX2... | {
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Imported from GitHub PR https://github.com/openxla/xla/pull/12047
I do not think `ReshapeMover` pass should be wrapped with `HloPassFix` twice
currently:
```c
[&, &pipeline = pipeline.AddPass<HloPassFix<HloPassPipeline>>()] {
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Imported from GitHub PR https://github.com/openxla/xla/pull/12091
This PR fixes a regression caused by refactoring of weight prepacking. Essentially, the current PR restores the conditions for weight prepacking as before.
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Imported from GitHub PR https://github.com/openxla/xla/pull/12131
Copybara import of the project:
--
2a2cc13501b2beca205cb573c21ac007e7441b0b by Shawn Wang <shawnw@nvidia.com>:
code clean
Merging this change closes #12131
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"@penpornk Just a heads-up that https://github.com/tensorflow/tensorflow/pull/58204 PR got reverted due to ARM unit test failures. I have pushed a fix in this PR.",
"Hi @mdfaijul Can you please rebase your branch and resolve the conflicts? Thank you!\r\n\r\n",
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This PR enables support for quantized batched matrices in the BatchMatMul op. A few binary ops can also be fused to it. Transformers based models frequently uses it and the fusions (e.g., BatchMatMul + Mul ... | {
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} | PR #12031: add gemm autotune log dump
Imported from GitHub PR https://github.com/openxla/xla/pull/12031
This PR adds option to dump all gemm fusion autotune results as AutotuningLogs:
- the dump contains all autotune results for all backends including cublas,cudnn, and triton.
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Apply the current double buffering strategy to fully unroll the loop.
This opens up opportunities for:
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2. We can get rid of the loop structure if tr... | {
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This is consistent with all the callers and simplifies the callers.
Reverts 9bb485ebe8fc68b7750081c3a95b66c35c51a2e7
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Imported from GitHub PR https://github.com/openxla/xla/pull/11981
Fixing platform name CUDA/ROCM
@xla-rotation: could you please have a look?
Copybara import of the project:
--
d114eb0deb691b5cf6907880f26d241a2813f26d by Pavel Emeliyanenko <pavel.emeliyanenko@amd.com>:
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Updates LLVM usage to match
[97069a86193a](https://github.com/llvm/llvm-project/commit/97069a86193a)
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Also let GetRoots() for ProducerConsumer fusion handle the case where producer
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- `BackendConfigToRawString` is also moved to `backend_config.h/cc`
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Imported from GitHub PR https://github.com/openxla/xla/pull/12012
Update cuDNN frontend version from 1.2.1 to 1.3.
Copybara import of the project:
--
ea12e3765a225fb360add9d424248ffa0954ce95 by Elfie Guo <elfieg@nvidia.com>:
Update cuDNN frontend version.
Merging this cha... | {
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Updates LLVM usage to match
[4cd11c986f78](https://github.com/llvm/llvm-project/commit/4cd11c986f78)
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[f061a395ffb7](https://github.com/llvm/llvm-project/commit/f061a395ffb7)
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Updates LLVM usage to match
[dcbf0fcd0d55](https://github.com/llvm/llvm-project/commit/dcbf0fcd0d55)
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FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/openxla/xla/pull/12091 from Intel-tensorflow:amin/prepack-weight-bug-fix da6af5e2747e60d0568b0b8432c9de53ec83809f
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