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At the moment this is a thin wrapper around the the PJRT TopologyDescription API, and does not attempt to change that API or its semantics. The change prepare... | {
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" history = model.fit([X_word_train,np.array(X_char_train).reshape((len(X_char_train),max_len,max_len_char)),np.array(pos_tag_train), max_len], np.array(y_train).reshape(len(y_train),max_len,1), batch_size=5, epochs=60, validation_split=0.2, verbose=1)\r\n File \"C:\\Users\\saivi\\anaconda3\\envs\\mention\\lib\\si... | 2024-05-30T14:53:08 | 2024-06-11T01:51:05 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf2.9
### Custom code
Yes
### OS platform and distribution
window
### Mobile device
_No response_
### Python version
3.7.6
### Bazel version
_No response_
### GCC/compiler version
... | {
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"I too am failing to build TensorFlow for GPU (with or without the container).\r\n\r\nThe problem I see for you is that TensorRT 10 is not supported, the latest supported version is 8.6.1, see https://github.com/tensorflow/tensorflow/issues/66473. You have to install an older version and hopefully get past that err... | 2024-05-30T07:56:54 | 2024-06-05T06:43:31 | null | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.16
### Custom code
Yes
### OS platform and distribution
Ubuntu LTS 22.04
### Mobile device
_No response_
### Python version
3.10.12
### Bazel version
6.5.0
### GCC/compil... | {
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As per the code [tensorflow/tensorflow/lite/python/interpreter.py](https://github.com/tensorflow/tensorflow/blob/b297295711589c2d71880a046333e6ec095c6d7d/tensorflow/lite/python/interpreter.py#L460-L464)
Lines 460 to 464 in [b297295](https://github.com/tensorflow/tensorflow/commit/b297295711589c2d71880a046333e6e... | {
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This CL adds a DynamicApproxTopKOp to StableHLO. This op is a dynamic version of the ApproxTopKOp. The op is represented via a custom call to `stablehlo.dynamic_approx_top_k`. The custom call has the regular operand of ApproxTopKOp plus an additional `k` operand that determines the... | {
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"@illian01,\r\nThank you for reporting the documentation issue. We have raised the PR for the changes which were suggested. The pr has been assigned for reviewing and once it is merged this issue will move to closed status.\r\nhttps://github.com/tensorflow/tensorflow/pull/68866\r\n\r\nThank you! ",
"This issue is... | 2024-05-30T05:44:57 | 2024-06-08T01:49:14 | null | NONE | null | null | null | ### Issue type
Documentation Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
Current master branch
### Custom code
No
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_N... | {
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} | PR #13065: [NVIDIA] Disable the bias reuse for fp8 dot
Imported from GitHub PR https://github.com/openxla/xla/pull/13065
For some operations, we might want to do the `output to operand aliasing` to reuse the memory space. For example, in the dot operation, we can alias the output to the bias operand, when they have t... | {
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Imported from GitHub PR https://github.com/openxla/xla/pull/13107
Copybara import of the project:
--
6555b6d216bb18b1f98eb36c5dac3f58f4d09c05 by mmakevic <Milica.Makevic@amd.com>:
Fix reduce_row_vectorized.hlo.test
Merging this change closes #13107
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We've had other backends blowup due to modifying the fusion body post-fusion, as now the fusion metadata is incorrect.
Reverts c82138f5a838ca67b55697d12a137b4662c08525
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Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 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... | {
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Imported from GitHub PR https://github.com/openxla/xla/pull/13194
Issue is present after following commit:
https://github.com/openxla/triton/commit/6d54ba2fba40073a21c22f5fac2bdc5fb385a655
Copybara import of the project:
--
c870abf922ae32... | {
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"@Ralle1998 Could you try cleaning your Bazel build directory and rebuilding the project. Sometimes cached files can cause compilation issues.\r\nThank you!",
"@sushreebarsa Thanks for the answer! I cleaned the directory multiple times by using the command \"bazel clean\" and \"bazel clean --expunge\" and still ... | 2024-05-29T17:21:59 | 2024-06-06T03:00:19 | null | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.16.1
### Custom code
No
### OS platform and distribution
Microsoft Windows 10 Home 10.0.19045
### Mobile device
_No response_
### Python versio... | {
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0a2b2ea90005d8c00e2afd77dac3a34be8673661 by Harsha HS <Harsha.HavanurShamsundara@amd.com>:
[ROCm] Update ROCm version to 6.0.2
Merging this change closes #13165
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Tracing NCCL collectives relies on CUDA feature that was added in 12.3
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Imported from GitHub PR https://github.com/openxla/xla/pull/13018
Add `requires-gpu-amd` for AMD gpus and unit tests that require AMD backend. Use `requires-gpu-nvidia` for any nvidia gpu backend.
Copybara import of the project:
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bfloat16/float16 precision with float32 for aggregation.
* Use float32 accumulation for the gradients of
tf.sparse.segment_(mean/sum/sqrt) ops when using bfloat16/float16 precision.
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"Hi **@Calabashypr** ,\r\n- It looks like you are using an older Version of Tensorflow (2.0). Many bugs have been fixed in the latest version. Can you please execute your code using Latest Version (2.15.0 or 2.16.1) and let us know if the issue still persists?\r\nThank you!",
"> Hi **@Calabashypr** ,\r\n> \r\n> *... | 2024-05-29T14:06:36 | 2024-06-05T07:34:04 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.0.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04.4 LTS
### Mobile device
_No response_
### Python version
3.6.5
### Bazel version... | {
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This is very ad-hoc and ugly, but it works for now.
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We don't care about whether trivial 1-sized dimensions change their position.
FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/tensorflow/tensorflow/pull/69033 from tensorflow:tilakrayal-patch-2 63a0146c62a5c5199abfb054dee9d4e9d084eb59
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This change introduces a new Triton emitter that should eventually replace the existing `MatMul` and `SoftMax` emitters.
Highlights:
- The new emitter is a replacement of the existing `TiledSoftMax` emitter and covers all of those cases.
- For now th... | {
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} | [XLA:GPU] Print Interval as a semi-open interval.
Replaced by
%s/in \[\(\d\+\), \(\d\+\)\]/\='in ['.(submatch(1)).', '.(submatch(2)+1).')'/g
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"@sonofisp,\r\nBy default the Tensorflow v2.16 contains the keras3.0 which might be the cause for the error. I suggest using the tf_keras 2.16 version for executing the code. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/f66a1510824cbab5199e3efe3992910e/untitled1922.ipynb). \r\... | 2024-05-29T11:44:02 | 2024-05-30T07:06:18 | 2024-05-30T07:06:16 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Windows 10/Debian
- 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
A minimum example that produc... | {
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By emitting more distant summands first, we maximize opportunities for LICM.
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In some cases, LLVM's loop unswitcher doesn't detect our
conditions as trivial and doesn't optimize.
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