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"Hi @Pop-korn,\r\n\r\n Both paddings[D, 0] and [D, 1] must be no greater than input.dim_size(D) as per the [documentation](https://www.tensorflow.org/api_docs/cc/class/tensorflow/ops/mirror-pad). pad: [[2 2],[2 2]] gives invalid argument error. As well I tried the MirrorPad operation with Reflect mode for a few mor... | 2023-12-07T08:49:06 | 2024-01-02T01:48:43 | 2024-01-02T01:48:43 | NONE | null | null | null | ### System information
- Windows 11 Enterprise
- TensorFlow installed from source
- TensorFlow version 2.12.1
- Python version 3.10.11
### Describe the problem
The TFLite MirrorPad operator in reflect mode produces incorrect results in some cases. For example in this case:
input:
[[0. 1.]
[2. 3.]]
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"@sachinprasadhs,\r\nI was able to reproduce the issue on tensorflow v2.14, v2.15 and [tf-nightly](https://colab.research.google.com/gist/tilakrayal/710cc9dd4fe87370b15de2bc7c038996/untitled1588.ipynb). Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/8a70b90740d8d2382c90ac81f3b0f... | 2023-12-07T08:05:05 | 2024-01-11T01:49:35 | 2024-01-11T01:49:31 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.14.0
### Custom code
Yes
### OS platform and distribution
windows colab
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No response_
### GCC/compiler... | {
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"Hi @terryheo, can you do the same as what you did with https://github.com/tensorflow/tensorflow/issues/60738 effectively? Thanks."
] | 2023-12-07T00:27:34 | 2023-12-14T22:55:46 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.14
### Custom code
No
### OS platform and distribution
linux
### Mobile device
_No response_
### Python version
3.8, 3.9, 3.10, 3.11
### Bazel version
_No response_
### GCC/compile... | {
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"@ziyuuuuuu I was able to run the code provided successfully using TF version 2.15 on colab, could you please have a look at this [gist](https://colab.research.google.com/gist/sushreebarsa/6d84a0c3e9fbce0f04266ff99bacfc38/62580.ipynb)?\r\nThank you!",
"> @ziyuuuuuu I was able to run the code provided successfully... | 2023-12-06T16:23:50 | 2023-12-24T01:49:10 | 2023-12-24T01:49:07 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.10
### Custom code
Yes
### OS platform and distribution
anaconda
### Mobile device
_No response_
### Python version
3.7
### Bazel version
_No response_
### GCC/compiler version
_N... | {
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"It seems like Intel has fixed something related that will land in 2.16: https://github.com/tensorflow/tensorflow/issues/61830\r\n\r\nDoes that help?",
"Thanks @angerson , the ticket seems to talk about the missing include folders (which we've also noticed but found a workaround for), though it does not mention a... | 2023-12-06T16:19:21 | 2024-02-12T14:21:13 | null | CONTRIBUTOR | null | null | null | Hi, we (SIG-JVM) are trying to leverage the Windows C Library builds available under https://storage.googleapis.com/tensorflow/libtensorflow/ which, I think, are built by Google.
Starting from TF 2.14.x, these builds are broken because they do not export the TSL symbols required by the TensorFlow C API.
Here is the ... | {
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"Thank you for the explanation and for sending in this PR. Unfortunately, we cannot accept it because TensorFlow has official support only for Ubuntu and Clang. In addition, we are in process of updating our Protobuf dependency so that patch file might go away in the near future. We recommend including this fix in ... | 2023-12-06T15:20:18 | 2023-12-09T01:18:52 | 2023-12-09T01:16:24 | CONTRIBUTOR | null | false | {
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} | I've discovered that a large number of TF unit tests fail when built on CentOS 7. Investigation revealed the following.
* CentOS 7 (or rather the gcc it comes with) uses the "old" C++11 string ABI.
* The significant difference between ABIs is that, in the "old" ABI, std::string with internal representation containin... | {
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"@ItayXD,\r\nI tried to execute the mentioned code with the alternative numbers on tensorflow v2.15 and the LecunNormal api providing the results as mentioned in the document. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/507b3e3e4a3f97bfcdb983315bf7d68a/untitled1581.ipynb). Th... | 2023-12-06T14:57:47 | 2024-01-09T12:27:05 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.14
### Custom code
No
### OS platform and distribution
Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No ... | {
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Support
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.11.0
### Custom code
No
### OS platform and distribution
Windows 10
### Mobile device
_No response_
### Python version
3.9.11
### Bazel version
_No response_
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Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf2.9.0
### Custom code
No
### OS platform and distribution
linux ubuntu20.04
### Mobile device
_No response_
### Python version
3.8.10
### Ba... | {
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"Hi @annaa-ka ,\r\n\r\nTf2.6v is quiet older and not supported right now as current version is TF2.15v. Could you please try with latest version as it possible many bugs resolved with each latest version.\r\n\r\nAlso without code snippet it's hard to analyse the issue.Could you submit the code in the form of a cola... | 2023-12-05T22:34:35 | 2023-12-27T01:48:04 | 2023-12-27T01:47:58 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.6.2
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04.6 LTS
### Mobile device
_No response_
### Python version
Python 3.8.10
### Bazel version
bazel 5.2.0-1
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"Hey , can I work on this?\r\n",
"@nhuet I tried to replicate the issue on colab but didn't face the error reported. Please find the gist [here](https://colab.research.google.com/gist/sushreebarsa/8e405910794bfd917950ef5b7a584bfd/62572.ipynb) and the output was as follows;\r\n```\r\n<tf.Tensor: shape=(2,), dtype=... | 2023-12-05T10:02:18 | 2023-12-12T17:33:02 | 2023-12-12T17:32:58 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
v2.15.0-rc1-8-g6887368d6d4 2.15.0
### Custom code
No
### OS platform and distribution
Debian GNU/Linux 12 (bookworm)
### Mobile device
_No response_
### Python version
3.9.12
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"It may related to those two issues : #62234 #61314",
"Thanks for the reply @edwardyehuang!\r\n\r\nI had a look at the two issues.\r\n\r\nIn this case the hangs with the specific model architecture above, but runs smooth with the minor modification. And on a single gpu everything runs. ",
"> Thanks for the repl... | 2023-12-05T08:52:11 | 2023-12-11T21:33:53 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.13.1
### Custom code
No
### OS platform and distribution
NAME="Amazon Linux" VERSION="2" ID="amzn" ID_LIKE="centos rhel fedora"
### Mobile device
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"Thank you for the reply! The Release 1.10 on the website points directly to GitHub source code for the specific end-points which looks like this for tf.string:\r\n[\r\n<img width=\"1002\" alt=\"Screen Shot 2023-12-07 at 2 59 12 AM\" src=\"https://github.com/tensorflow/tensorflow/assets/106297042/074c1ce8-218e-4059... | 2023-12-05T04:07:33 | 2024-04-05T01:47:28 | 2024-04-05T01:47:23 | NONE | null | false | {
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} | This commit addresses broken endpoint links inside the `Readme.md` file in the context of Release 1.10.
The broken links are replaced with functional links pointing to the corresponding documentation on the [TensorFlow website](https://www.tensorflow.org/api_docs/python/)
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"Covered by https://github.com/tensorflow/tensorflow/pull/62242"
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} | This commit updates the file reference in build_convert.md, replacing the non-existent evaluate.cc link with hello_world_test.cc. The change is reflected in the commit history, as shown in the attached screenshot:
<img width="893" alt="Screen Shot 2023-12-05 at 11 38 21 AM" src="https://github.com/tensorflow/tensorf... | {
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"`\r\ngcc: error: unrecognized command line option '-mavxvnni'; did you mean '-mavx512vnni'?\r\n`\r\nThe rocm build failure has nothing to do with my cl.",
"Hi @rohan100jain Can you please review this PR ? Thank you!",
"Hi @rohan100jain Can you please review this PR ? Thank you!",
"Seems someone is having a r... | 2023-12-05T02:23:04 | 2024-06-05T08:19:53 | null | NONE | null | false | {
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} | Due to the tensor name generation mechanism, different OPs may generate the same rendezvous key. In the case of multi-thread race condition, it is possible for incorrect communication to occur resulting in incorrect data being received. This patch avoids key conflicts by ensuring the uniqueness of tensor names. See #62... | {
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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/62567/checks?check_run_... | 2023-12-05T01:23:06 | 2023-12-05T17:15:30 | 2023-12-05T06:16:35 | NONE | null | false | {
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} | Changed the 404 link addressed in Issue #62019 and added suggested link, please let me know if this is fine ! | {
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"If you can reproduce the issue, please comment if there are any command line mitigation for that. I would really not like to rewrite existing models using tf.function.",
"@monowaranjum,\r\nYou need to create a wrapper [like this](https://github.com/tensorflow/tensorflow/blob/b41bee7adb423973821d1b93193b8becbddea... | 2023-12-04T16:16:48 | 2023-12-07T17:30:20 | 2023-12-07T17:30:20 | NONE | null | null | null | ### Issue type
Documentation Feature Request
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.10
### Bazel version
5.1.1
### ... | {
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"@LakshmiKalaKadali did You have a look into this? Are You able to help?",
"Hi @pkgoogle , Please look into the issue\r\n\r\nThank You",
"Hi @JakubGorski, did you get the binary from somewhere? or did you build android_aarch64_benchmark_model_plus_flex from source? If you built it from source can you let us kno... | 2023-12-04T15:17:44 | 2024-01-16T11:08:44 | 2024-01-16T11:08:42 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.10
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu 20.04.6
### Mobile device
Samsung S23
### Python version
3.7.12
### Bazel version
_No response_
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"Hello, @rcalonso!\r\nCould you try to use the tf.keras.experimental.load_from_saved_model function with the policy=\"infer_float32_vars\" argument. This will load the model with the appropriate mixed precision policy for inference. Also could you try with latest TF v2.15 or nightly and let us know?\r\nThank you!",... | 2023-12-04T08:56:55 | 2024-02-07T01:46:39 | 2024-02-07T01:46:33 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.14.1
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
3.10.12
### Bazel version
_No response_
### GCC/compiler... | {
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"The tf.math.top_k operation returns both the values and their indices, making it incompatible with the unary - operator. You'll need to specify whether you want to apply the negative operation to the values or the indices.\r\n\r\nSolution 1 : \r\nvalues, indices = tf.math.top_k(A)\r\nneg_values = -values\r\n\r\nSo... | 2023-12-04T04:32:16 | 2024-01-19T01:49:25 | 2024-01-19T01:49:23 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.13
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"@beanduan22,\r\nI request you please take a look at this issue https://github.com/tensorflow/tensorflow/issues/46910 where a similar issue has been raised and it is still open. Could you please follow that issue, since it is already being tracked there? Thank you!",
"This issue is stale because it has been open... | 2023-12-04T04:12:05 | 2023-12-21T01:48:34 | 2023-12-21T01:48:31 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.13.0
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"Hi @Yuheshpandian ,\r\n\r\nWe have [CONTRIBUTING.md](https://github.com/tensorflow/tensorflow/blob/master/CONTRIBUTING.md) for users to guide about how to contribute to the source code and the process flow.\r\n\r\nI think adding PR template is not required here.Could you need to add more info or example templates ... | 2023-12-04T03:10:53 | 2023-12-05T13:49:45 | 2023-12-05T13:49:45 | NONE | null | null | null | Hi @tensorflow I'm @Yuheshpandian. I personally love your project. I love to use it in python but still i'm learning many intermediate stuff in python.
I saw many contributions to your repository. So it would be better if you add a PR_Template(Pull Request Template) to your Project.
Thank You
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"@beanduan22 Could you modify the sq() function to return a single tensor instead of a tuple. One approach is to concatenate the individual tensors into a single tensor using the tf.stack() function. Thank you!",
"This issue is stale because it has been open for 7 days with no activity. It will be closed if no f... | 2023-12-04T02:56:37 | 2023-12-20T01:42:47 | 2023-12-20T01:42:38 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.13.0
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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https://api.github.com/repos/tensorflow/tensorflow/issues/62559 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62559/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62559/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62559/events | https://github.com/tensorflow/tensorflow/issues/62559 | 2,022,904,531 | I_kwDOArmXAs54kxLT | 62,559 | crash when calling api combinations of tf.py_function() tf.math.log() tf.GradientTape().jacobian both on GPU and CPU | {
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"Hi **@beanduan22** ,\r\nSorry for the delay. I Was able to reproduce the issue on colab using TF v2.14 , 2.15, and TF-nightly, Please find the [gist](https://colab.research.google.com/gist/Venkat6871/012ae46e4f2181daa763828e7affe2e2/62559_2-14_2-15-nightly-v.ipynb) here for reference. We need to dig for this issue... | 2023-12-04T02:42:16 | 2024-01-19T01:49:29 | 2024-01-19T01:49:24 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.13
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"@sachinprasadhs,\r\nI was able to reproduce the issue on tensorflow v2.14, v2.15 and tf-nightly. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/3a14ff730af805b46e67d991f49604c7/untitled1610.ipynb)."
] | 2023-12-04T01:46:32 | 2024-04-10T01:30:52 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.13
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.13
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.13
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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_No response_
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"Hi **@beanduan22** ,\r\nSorry for the delay. The tf.math.reduce_prod function multiplies the elements along the specified axis, and if there are zeros in the tensor, the result will be zero.If you want to compute the gradient of the product of elements in x, you might want to handle the zeros differently, for exam... | 2023-12-04T00:36:04 | 2023-12-23T01:47:33 | 2023-12-23T01:47:29 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.13
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel v... | {
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"@beanduan22,\r\nI tried to execute the mentioned code with the alternative approach and the values and it was executed and provided the output as intended. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/732777e8a0a36f0e0570f0b022ec44e2/untitled1554.ipynb).\r\n\r\nAlso the Jacob... | 2023-12-03T23:34:55 | 2023-12-21T01:48:36 | 2023-12-21T01:48:33 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.13
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=Yes&entry.2137816233=https://github.com/tensorflow/tensorflow/issues/62553\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-12-03T23:24:11 | 2023-12-03T23:25:00 | 2023-12-03T23:24:56 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.13
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
### GCC/c... | {
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"@xuesu If you don't explicitly require CUDA for other applications, consider uninstalling it before building TensorFlow-CPU. This will ensure that TensorFlow-CPU doesn't attempt to utilize CUDA libraries during the build process.\r\nIf you need both TensorFlow-CPU and CUDA for different projects, consider using se... | 2023-12-03T16:57:33 | 2023-12-26T23:15:41 | null | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.14.0
### Custom code
No
### OS platform and distribution
Linux Ubuntu22.04
### Mobile device
_No response_
### Python version
3.11
### Bazel version
6.1.0
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"@sachinprasadhs @SuryanarayanaY\nAny news on this issue? ",
"I'm having same issue. @0x0L have you fixed this?",
"@qiangpei I tried using tcmalloc but that didn't change a thing... \n\nI am switching to torch for my next projects "
] | 2023-12-03T16:39:19 | 2024-02-21T07:50:28 | 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
Yes
### OS platform and distribution
Debian GNU/Linux 11 (bullseye)
### Mobile device
_No response_
### Python version
3.11
### Bazel version
_No response_
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"@GwiHwan-Go,\r\nThe code you have mentioned has random number generation, the outputs cannot be guaranteed for each run.\r\nI have tried by setting seed and enabling op determinism and it still produces random results.\r\n\r\n```\r\ntf.random.set_seed(42)\r\ntf.config.experimental.enable_op_determinism() \r\n```",... | 2023-12-03T15:46:33 | 2024-02-28T01:47:13 | 2024-02-28T01:47:10 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10.0
### Bazel version
_No response_
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"Hi @GwiHwan-Go ,\r\n\r\nI have tested the code with Tf2.14v and this behaviour was not observed. TF2.15v CUDA package has an issue woth tensorrt and unable to install on colab. But with CPU and Tf2.15v also no such behaviour. Seems the problem is with TF2.15v with GPU.Attaching [gist](https://colab.sandbox.google.... | 2023-12-03T15:19:37 | 2023-12-19T12:18:58 | 2023-12-19T12:18:55 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10.0
### Bazel version
_No response_
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"@GwiHwan-Go I wasn't able to replicate this error reported, please have a look at this gists of [cpu](https://colab.research.google.com/gist/sushreebarsa/7c1bae96f5faebbe9d805474a9a9d16e/untitled915.ipynb#scrollTo=Shbx4IHeqP3Y) and [gpu](https://colab.research.google.com/gist/sushreebarsa/61ec1deddc1c2322753598e2b... | 2023-12-03T15:10:06 | 2024-01-06T01:48:43 | 2024-01-06T01:48:37 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10.0
### Bazel version
_No response_
### GCC/comp... | {
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"Hi @GwiHwan-Go ,\r\n\r\nI have replicated the reported behaviour with colab using TF v2.14, 2.15 and nightly. Please find the [gist](https://colab.research.google.com/gist/Venkat6871/d4f3c7dfcd17d92e7584c14def2777df/62547_2-14_2-15_nightly-v.ipynb) here for reference.\r\n\r\nThank you!",
"Hi,\r\n\r\nProviding ad... | 2023-12-03T14:48:27 | 2024-01-11T01:49:39 | 2024-01-11T01:49:36 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10.0
### Bazel version
_No response_
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"The code you have mentioned has random number generation, the outputs cannot be guaranteed for each run.\r\nI have tried by setting seed and enabling op determinism and it still produces random results.\r\n\r\n```\r\ntf.random.set_seed(42)\r\ntf.config.experimental.enable_op_determinism() \r\n```",
"Hi @tilakray... | 2023-12-03T14:28:05 | 2024-01-19T01:49:31 | 2024-01-19T01:49:26 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10.0
### Bazel version
_No response_
### GCC/comp... | {
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"I am unsure of what problem this is really solving. This only executes in a docker container where these things are not changing. This seemingly complicates the script for little benefit. Do you have an issue describing the problem this is causing? ",
"Sorry, we're not looking for \"generally better\" changes... | 2023-12-03T10:48:46 | 2023-12-04T22:53:29 | 2023-12-04T20:49:04 | NONE | null | false | {
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"Hi @beanduan22 ,\r\n\r\nAs the exception indicates ragged tensor gather won't yet support with `batch_dims != 0`. It is intended behaviour.\r\n\r\nAlso the innermost dimension of indices should not be ragged.The indices were changed to make it workable. Please refer attached [gist](https://colab.sandbox.google.com... | 2023-12-03T06:43:15 | 2023-12-20T01:42:50 | 2023-12-20T01:42:40 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.13
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=Yes&entry.2137816233=https://github.com/tensorflow/tensorflow/issues/62543\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-12-03T04:20:30 | 2023-12-03T04:21:29 | 2023-12-03T04:21:22 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.13.0
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"Please don't use \"add file\"/\"update file\"/\"fix file\"/etc. commit messages. These are hard to reason about when looking at the history of the file/repository. Instead, please write explanatory git commit messages.\r\n\r\nThe commit message is also the title of the PR if the PR has only one commit. It is thus ... | 2023-12-02T20:54:48 | 2023-12-05T00:19:50 | 2023-12-04T23:45:26 | NONE | null | false | {
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} | The second code snippet is a simplified version of the first one. It does not use a custom function, but instead uses the built-in `os.environ.get` function to get the value of the `PYTHON_BIN_PATH` environment variable, or the default value if it is not set. It also uses the built-in `shutil.which` function to find th... | {
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"Hi **@MSR-07** ,\r\nCould you please go through these documentations [pip](https://www.tensorflow.org/install/pip), [windows](https://www.tensorflow.org/install/source_windows) once. And please try to provide a text then it will help us to reproduce. if you have any doubts please feel free to ask.\r\n\r\nThank you... | 2023-12-02T18:12:17 | 2023-12-13T05:50:47 | 2023-12-13T05:50:44 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.7.0
### Custom code
Yes
### OS platform and distribution
Win 10 pro
### Mobile device
_No response_
### Python version
3.12.0
### Bazel version
_No response_
### GCC/com... | {
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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/62540/checks?check_run_... | 2023-12-02T16:56:54 | 2023-12-02T17:26:39 | 2023-12-02T17:26:30 | NONE | null | false | {
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} | This edit is made to address the bug in the configuration where the build system ignores the `PYTHON_BIN_PATH` environment variable, which was one of the issues raised in the last few days.
I followed the style and code of conduct proposed for making changes in the Tensorflow library. Also, I have added comments tha... | {
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"@tilakrayal Hi, have you reproduced this behavior?",
"@sachinprasadhs,\r\nI was able to reproduce the issue on tensorflow v2.14, v2.15 and tf-nightly. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/83b3500341f22fd9e35b5efe23936a21/untitled1609.ipynb).",
"It is not expected ... | 2023-12-02T16:24:30 | 2024-01-11T01:49:45 | 2024-01-11T01:49:40 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10.0
### Bazel version
_No response_
### GCC/comp... | {
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"Hi @kjabon, I have reproduced the code. As per the [documentation](https://www.tensorflow.org/lite/guide/ops_custom), it is recommended to set converter.allow_custom_ops = True. As you mentioned, custom op doesnot solve your issue completely for your usecase, could you please provide some more details for bette... | 2023-12-02T14:44:23 | 2023-12-07T00:12:42 | 2023-12-07T00:12:39 | NONE | null | null | null | **System information**
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Ubuntu 22.04, but will extend to windows.
- TensorFlow installed from (source or binary): binary/pip
- TensorFlow version (or github SHA if from source): 2.15.0
**Provide the text output from tflite_convert**
```
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https://api.github.com/repos/tensorflow/tensorflow/issues/62537 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62537/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62537/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62537/events | https://github.com/tensorflow/tensorflow/issues/62537 | 2,022,054,882 | I_kwDOArmXAs54hhvi | 62,537 | Inconsistency in XLA Compiled Models with `tf.matmul, tf.concat` with Extra Transpose Output | {
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"@sachinprasadhs I was able to replicate this error in [gpu](https://colab.research.google.com/gist/sushreebarsa/85c1c4c72b0b4a292476ba6ad3ad2783/62537-gpu.ipynb) sand [cpu](https://colab.research.google.com/gist/sushreebarsa/6c3a404872b5525c8a6a40c1f6dac369/62537.ipynb). Please find the attached gists.\r\nThank yo... | 2023-12-02T14:11:06 | 2024-01-11T01:49:46 | 2024-01-11T01:49:42 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10.0
### Bazel version
_No response_
### GCC/comp... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/62536 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62536/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62536/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62536/events | https://github.com/tensorflow/tensorflow/pull/62536 | 2,022,043,826 | PR_kwDOArmXAs5g9cIE | 62,536 | Correct a mistake in matvec's docstring in math_ops.py | {
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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/62536/checks?check_run_... | 2023-12-02T13:37:54 | 2023-12-05T09:20:48 | 2023-12-05T09:20:47 | CONTRIBUTOR | null | false | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/62535 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62535/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62535/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62535/events | https://github.com/tensorflow/tensorflow/issues/62535 | 2,021,985,672 | I_kwDOArmXAs54hQ2I | 62,535 | Inconsistencies in XLA Compiled Models Using `raw_ops.LRN` and `tf.math.reduce_min` with Extra Outpu | {
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"Hi @GwiHwan-Go,\r\n\r\nI have replicated the reported behaviour with colab using TF v2.14, 2.15 and nightly. Please find the [gist](https://colab.research.google.com/gist/Venkat6871/f1eb68d213b7fbfe9e01f22b768c6ac6/62531_2-14_2-15-nightly-v.ipynb) here for reference.\r\n\r\nThank you!",
"Hi,\r\n\r\nProviding an ... | 2023-12-02T10:33:16 | 2024-01-11T01:49:50 | 2024-01-11T01:49:44 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10.0
### Bazel versio... | {
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"@Gwihwan-Go,\r\nHi,\r\n\r\nProviding additional outputs does not result in matching outputs. This behavior is expected. Inside the call function you are generating the value for tensor, which in each calls generates different random values because XLA currently ignores TF seeds to random operations which makes the... | 2023-12-02T09:30:54 | 2024-05-25T01:49:01 | 2024-05-25T01:48:52 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10.0
### Bazel version
_No response_
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"Hi @GwiHwan-Go ,\r\n\r\nThe issue was replicated in TF2.14v and with GPU runtime. On CPU it works fine with both Tf2.14 and 2.15 versions.\r\n\r\nAttached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/2775daae9eeb131e0d2be8514fbde315/62528.ipynb) for reference.\r\n\r\n",
"Hi @GwiHwan-Go ,\r\n\r\nIt... | 2023-12-02T09:14:18 | 2023-12-06T12:47:42 | 2023-12-06T12:47:39 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10.0
### Bazel version
_No response_
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"@GwiHwan-Go I was not able to replicate the issue on both [cpu](https://colab.research.google.com/gist/sushreebarsa/05ee5336d2a118927a9e8c8f42dbb6d1/62532.ipynb) and [gpu](https://colab.research.google.com/gist/sushreebarsa/585f1b475a6e6f6bd72ba2e7ad44713a/62532.ipynb) using colab. Please have a look at these gist... | 2023-12-02T08:42:39 | 2024-01-06T01:48:46 | 2024-01-06T01:48:39 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10.0
### Bazel version
_No response_
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"Hi **@JT-Studios** ,\r\nCould you please provide a code snippet to reproduce the issue reported here. And the error you're encountering, specifically the AttributeError stating that the module 'tensorflow' has no attribute 'contrib,' is likely due to changes in TensorFlow versions. The 'contrib' module was present... | 2023-12-02T01:05:04 | 2024-01-10T01:49:24 | 2024-01-10T01:49:21 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0 I think
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
3.10.9
### Bazel version
_No response_
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" Hi @pkgoogle,\r\n\r\nI have verified that the weights and biases are the same for both the model but zero point and scale are not the same for these two models. Please find the [gist.](https://colab.research.google.com/gist/LakshmiKalaKadali/4b031619787edc6b8952d653cb3f3009/external_internal_quantize-tf2-15.ipynb... | 2023-12-01T19:27:53 | 2024-06-12T11:23:36 | null | NONE | null | null | null | ### 1. System information
- Occurs in Google Colab w/ TF 2.14
- Have also verified w. TF 2.7 (Anaconda) on Windows 10
### 2. Code
[Colab to reproduce issue](https://colab.research.google.com/drive/17aDzDSG-1DcE3sJn16B4Q4zd9QewTXkT?usp=sharing)
The Colab trains a basic MNIST model (deterministically, so you... | {
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"Hi @GwiHwan-Go ,\r\n\r\nThe issue does not replicable in TF2.14v and TF2.15 GPU package not installable on colab now. Could you please confirm the behaviour with TF2.14v also.With Tf2.15 and CPU the code works fine. Attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/b2f560f2a44359856157f0cbcb9efd... | 2023-12-01T16:18:38 | 2023-12-06T07:10:30 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No response_
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"@GwiHwan-Go I didn't observe the error reported in both [gpu](https://colab.research.google.com/gist/sushreebarsa/d91675515a38b3c2ddd7b333b6549812/62527-cpu.ipynb#scrollTo=YlqadxaeNgnH) and [cpu](https://colab.research.google.com/gist/sushreebarsa/c8d3a720a012fd4c2091c9c195d97a54/62527-cpu.ipynb). Please find the ... | 2023-12-01T15:42:25 | 2024-01-06T01:48:48 | 2024-01-06T01:48:41 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No response_
### GCC/compil... | {
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"Hi @niemiaszek ,\r\n\r\nI have replicated the reported behaviour with colab using TF v2.14, 2.15 and tf-nightly. Please find the [gist ](https://colab.research.google.com/gist/Venkat6871/534a54b6bfe499c8bd7b41fb148a02c6/62526_2-14_2-15-nightly.ipynb)here for reference.\r\n\r\nThank you!",
"> Hi @moberweger ,\r\... | 2023-12-01T14:20:27 | 2024-03-10T21:10:47 | 2024-03-10T21:10:44 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13
### Custom code
Yes
### OS platform and distribution
ubuntu 22.04
### Mobile device
_No response_
### Python version
3.10
### Bazel version
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"@Unireverse,\r\nI tried to execute the mentioned code on latest tensorflow v2.14 with the both [CPU](https://colab.research.google.com/gist/tilakrayal/a83cfc4c363a62e2754fe3c7144446ae/untitled1544.ipynb) and GPU enviroment, and it was executed without any issue/error & also observed that the output is also intende... | 2023-12-01T10:23:45 | 2023-12-20T01:42:53 | 2023-12-20T01:42:42 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf2.5.3
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu20.04
### Mobile device
_No response_
### Python version
3.8.10
### Bazel version
_No response_
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"Hi @aoki9999 ,\r\nWould you like to report please fill up the template completely. Thanks."
] | 2023-12-01T09:36:21 | 2023-12-02T01:57:24 | 2023-12-02T01:57:18 | NONE | spam | null | null | null | {
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"@kevint324 This race condition can be avoided by using a mutex or semaphore to protect the shared Rendezvous key. Proper synchronization technique should be used. Thank you!",
"@sushreebarsa \r\nIt's not easy to do it with mutex during runtime. You'll have to create-then-grab a mutex for each parsed key at Send... | 2023-12-01T09:22:59 | 2024-01-03T13:36:42 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### TensorFlow version
2.10, 2.12, doesn't really matter
### Custom code
Yes
### OS platform and distribution
ubuntu 20.04
### Python version
3.8, 3.9
### Bazel version
5.3.0
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"Lack of parameter checks.\r\n```\r\nimport tensorflow as tf\r\nimport numpy as np \r\narg_0=tf.constant(value=np.random.randint(0,100,size=(2, 2)), shape=(2, 2), dtype=tf.int64)\r\narg_1=tf.constant(value=np.random.randint(0,100,size=(2, 2)), shape=(2, 2), dtype=tf.int32)\r\narg_2=[tf.uint8]\r\narg_3=5\r\narg_4=8\... | 2023-12-01T07:07:52 | 2024-03-19T01:49:22 | 2024-03-19T01:49:19 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
tf 2.13
### Custom code
Yes
### OS platform and distribution
Windows
### Mobile device
_No response_
### Python version
3.8.11
### Bazel version
_No response_
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"@sachinprasadhs I was able to replicate the issue on both [gpu](https://colab.research.google.com/gist/sushreebarsa/b9173e2ec49832a9e87f78e54da9780d/62521.ipynb) and [cpu](https://colab.research.google.com/gist/sushreebarsa/dc437db57486f1fb8afe56b7f923869e/62521.ipynb).\r\nPlease find the attached gists here. Than... | 2023-12-01T06:57:13 | 2024-01-11T01:49:53 | 2024-01-11T01:49:45 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10.0
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"Hi @GwiHwan-Go ,\r\n\r\nI have replicated the reported behaviour with `jit_compile=True`. With `jit_compile=False` the results are same. Attaching [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/9f8b260d81cb22802a436e44ec6129c0/62519.ipynb) for reference. Needs to check for this behaviour."
] | 2023-11-30T18:23:14 | 2023-12-05T04:04:45 | 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
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10.0
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"@sachinprasadhs I was able to replicate this issue on colab, please find the gist [here](https://colab.research.google.com/gist/sushreebarsa/6f76c1eaa0f1d566c7cfea43d2459df7/62518.ipynb). \r\nThank you!",
"Hi, \r\n\r\nThis behavior is expected, since the change in order of operation results in the different code... | 2023-11-30T17:53:59 | 2024-01-10T01:49:27 | 2024-01-10T01:49:22 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10
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"Hi @GwiHwan-Go ,\r\n\r\nI have replicated the reported behaviour with colab using TF v2.14, 2.15 and nightly. Please find the [gist](https://colab.research.google.com/gist/Venkat6871/9300b2e3055a14d51db78647887cb7d0/62517_2-15_2-14_nightly-v.ipynb) here for reference.\r\n\r\nThank you!",
"Hi,\r\n\r\nThis precisi... | 2023-11-30T15:56:38 | 2023-12-15T07:28:18 | 2023-12-15T07:28:16 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10.0
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"Requested changes are implemented, I wonder if there are any futher issues with this PR ? Thanks!",
"I have also fixed a regression bug in tensorflow/core/kernels/matmul_util.cc after XLA changes by one of our collegues here: https://github.com/openxla/xla/pull/4768 "
] | 2023-11-30T15:14:23 | 2023-12-07T05:57:33 | 2023-12-07T05:57:32 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-12-... | In this PR, we added a one central function **IsBF16NotSupportedInOps** in tensorflow/core/kernels/gpu_utils.cc to decide whether bfloat16 datatypes are directly supported on the target acrhitecture or not.
Previously, the similar checks were spread around several files.
It will facilitate the integration of bfloat... | {
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"@sachinprasadhs I was able to replicate the issue reported here for [cpu](https://colab.research.google.com/gist/sushreebarsa/91ee69d4fd7c3cade0239f4ea0d21e6d/62515.ipynb) and [gpu](https://colab.research.google.com/gist/sushreebarsa/a7f796a67b3e71e5059d5cae430cf3b6/62515.ipynb). Thank you!",
"Hi, \r\n\r\nCould ... | 2023-11-30T14:48:59 | 2024-01-05T01:49:05 | 2024-01-05T01:49:02 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"Hi @GwiHwan-Go ,\r\n\r\nI have replicated the reported difference in results with `jit_compile=True` and with `jit_compile=False` the results are same . Attaching [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/7e02216d3d9fd52c8252992f77078237/62514.ipynb) for reference."
] | 2023-11-30T13:59:55 | 2023-12-05T04:08:23 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10
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"@sachinprasadhs I was able to replicate this issue on colab, please find the gist [here](https://colab.research.google.com/gist/sushreebarsa/4c93b168372254d339d217673f424593/62513.ipynb) for reference. Thank you!",
"Even in eager mode also, I was able to observe this behavior, it's getting stuck at `unstage_op`... | 2023-11-30T13:04:12 | 2023-12-19T02:53:44 | 2023-12-19T02:53:41 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
tf 2.13
### Custom code
Yes
### OS platform and distribution
Windows
### Mobile device
_No response_
### Python version
3.8.11
### Bazel version
_No response_
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"Hi @GwiHwan-Go ,\r\n\r\nI have replicated the reported behaviour with colab using TF v2.14, 2.15 and nightly. Please find the [gist](https://colab.research.google.com/gist/Venkat6871/1cefccbfed72119f66f57ea30674843f/62512_2-15_2-14-nightly-v.ipynb) here for reference.\r\n\r\nThank you!",
"Hi, Could you please e... | 2023-11-30T11:54:08 | 2024-01-11T01:49:56 | 2024-01-11T01:49:47 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No response_
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"Hi, \r\n\r\nThanks for filing a feature request.\r\n\r\nYou can make use of `tf.data.experimental.CsvDataset` [here](https://www.tensorflow.org/api_docs/python/tf/data/experimental/CsvDataset) to load the CSV data and then it can be used in any of the model building process.\r\n\r\nAlso, if you would like to feed ... | 2023-11-30T11:43:23 | 2023-12-21T01:48:35 | 2023-12-21T01:48:35 | NONE | null | null | null | ### Issue type
Feature Request
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.14.0
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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https://api.github.com/repos/tensorflow/tensorflow/issues/62510 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62510/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62510/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62510/events | https://github.com/tensorflow/tensorflow/issues/62510 | 2,018,461,849 | I_kwDOArmXAs54T0iZ | 62,510 | Output Discrepancy in Mathematically Equivalent Models with`tf.abs` Under XLA Compilation | {
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"Hi @GwiHwan-Go ,\r\n\r\nI have replicated the reported behaviour with jit_compile=True. With jit_compile=False the results are same. Attaching [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/a48c48f1fffa79b939676d94ff2e5a0a/62510.ipynb) for reference. Needs to check for this behaviour.",
"It seems th... | 2023-11-30T11:36:18 | 2024-04-19T04:03:36 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10
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"@sachinprasadhs I was able to replicate this issue here. Please find the [gist](https://colab.research.google.com/gist/sushreebarsa/a53719eac0a0098382f7bdebc35e9c18/issue_61509.ipynb#scrollTo=pPWJfo6L7wrO). Thank you!"
] | 2023-11-30T09:59:49 | 2023-12-05T23:16:05 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10
### Bazel versio... | {
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"Hi, just to check if any updates for this issue",
"Anyone checked this PR? Any update?"
] | 2023-11-30T09:57:19 | 2024-03-19T09:02:12 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
TF2.15
### Custom code
Yes
### OS platform and distribution
Linux Ubunto 22.04
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No response_
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"Hi @SuryanarayanaY Can you please check @cantonios's [comments](https://github.com/tensorflow/tensorflow/pull/62507#discussion_r1529000077)? Thank you!",
"This PR is stale because it has been open for 14 days with no activity. It will be closed if no further activity occurs. Thank you.",
"This PR was closed be... | 2023-11-30T06:59:55 | 2024-05-25T01:49:04 | 2024-05-25T01:48:54 | COLLABORATOR | null | false | {
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} | In current implementation of `tf.squeeze`, if we pass a tensor for `axis` argument it will raise error like below, which is not inferable.
`MemoryError: std::bad_alloc`
This is due to the reason that the `Squeeze` Op expects `axis` as a `list` and there is no check for this in C++ level. Hence I am adding a valid... | {
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"@suyash-narain Could you please make sure you have included the necessary libraries for the \"RegexSplitWithOffsets\" op, such as the TFLite Text library and try to rebuild the runtime with appropriate flag enabled?\r\nAlso try to disable XNNPACK, If you don't need the XNNPACK delegate for performance reasons. Tha... | 2023-11-30T02:33:49 | 2024-01-26T01:46:24 | null | NONE | null | null | null |
### System information
- **Have I written custom code (as opposed to using a stock example script
provided in TensorFlow)**: No
- **OS Platform and Distribution (e.g., Linux Ubuntu 16.04)**: aarch64 linux
- **TensorFlow installed from (source or binary)**: binary
- **TensorFlow version (use comman... | {
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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/62505/checks?check_run_... | 2023-11-30T01:39:37 | 2023-11-30T04:37:39 | 2023-11-30T04:37:37 | NONE | null | false | {
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} | Trying to solve the *TODO* from fchollet, "We could build a dictionary based on layer names since they are constant, but we have not done that yet.”. I’d just create a new propertie to the Model's Class. | {
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"Hello, I'm glad you posted this issue. I can try to give you a hand.\r\n\r\nFirst thing first, I would like to better clarify the `tf.squeeze()` function. According to the [documentation](https://www.tensorflow.org/api_docs/python/tf/squeeze), the `tf.squeeze()` function is used to remove dimensions of size 1 from... | 2023-11-29T19:27:17 | 2023-11-30T11:27:18 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.14.0, tf-nightly
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No respon... | {
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"@monajalal Please make sure that the key variable is an integer or a slice before passing it to `__getitem__` and try with the latest stable TF version 2.15. Please let us know the outcome?\r\nThank you!",
"This issue is stale because it has been open for 7 days with no activity. It will be closed if no further ... | 2023-11-29T18:41:21 | 2023-12-15T01:49:12 | 2023-12-15T01:49:09 | NONE | null | null | null | ### Issue type
Bug
Please note I saw this related issue but there was no response to it https://github.com/tensorflow/tensorflow/issues/32694
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
nvidia-tensorflow==1.15.4+nv20.12
### Custom code
... | {
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"Hi @SuryanarayanaY Can you please check @gaurides's [comments](https://github.com/tensorflow/tensorflow/pull/62502#pullrequestreview-1756354941) ? Thank you!",
"Hi @SuryanarayanaY Any update on this PR? Please. Thank you!",
"Hi @SuryanarayanaY Any update on this PR? Please. Thank you!",
"This PR is stale bec... | 2023-11-29T16:05:20 | 2024-02-08T19:59:38 | 2024-02-07T01:46:34 | COLLABORATOR | null | false | {
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} | As per documentation of `tf.truncatemod` this Op should support `{int32, int64, bfloat16, half, float, double}` dtypes. But actually this Op not supporting `half` and `bfloat16` dtypes.
As per `math_ops.cc `this op registered for the dtypes below.
https://github.com/tensorflow/tensorflow/blob/74866075411bd9444246... | {
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"This is a duplicate of #59918",
"@pass-lin , Could you please close this issue and track the progress in above linked issue since it has more visibility. Thanks!",
"This issue is stale because it has been open for 7 days with no activity. It will be closed if no further activity occurs. Thank you.",
"This is... | 2023-11-29T15:46:52 | 2023-12-16T01:48:25 | 2023-12-16T01:48:22 | NONE | null | null | null | ### Issue type
Feature Request
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf2.15
### Custom code
Yes
### OS platform and distribution
windows
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No response_
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"Hello, thank you for having the time to submitting this issue. One possible way to solve this problem is by installing \"python-is-python3\" in Ubuntu by running the code `sudo apt update; sudo apt install python-is-python3`. This solved the issue for me. However, even if it worked for me, I can't assure it will w... | 2023-11-29T13:34:48 | 2024-01-06T16:25:42 | 2024-01-06T16:25:39 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.15.0
### Custom code
No
### OS platform and distribution
Linux Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.11.6
### Ba... | {
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"Hi @riestmo-nxp ,\r\n\r\nThe error for the model_int16.tflite has been replicated. \r\n It might be incompatibilities between input and padding data types. Please check the incompatib... | 2023-11-29T09:05:45 | 2024-06-12T12:17:42 | null | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution: Ubuntu 22.04.3
- TensorFlow installation: pip package
- TensorFlow library: 2.15.0
### 2. Code
Please see the attached PadV2Issue.ipynb notebook for reproducing the issue. It creates a dummy model that contains a pad operator with constant -1. This tra... | {
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"What eventually worked for me was installing JAX (which I need anyway) with the 11.8 CUDA...\r\n\r\n```\r\npip install --upgrade --user \"jax[cuda11_pip]\" -f https://storage.googleapis.com/jax-releases/jax_cuda_releases.html\r\n```\r\n\r\n...which actually succeeds in installing the NVIDIA CUDA python modules, an... | 2023-11-28T20:14:47 | 2023-12-23T01:47:36 | 2023-12-23T01:47:31 | NONE | null | null | null | ### Issue type
Documentation Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.15.0
### Custom code
No
### OS platform and distribution
Linux Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.11.6
##... | {
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"@angerson It seems like this might be related to hermetic python. Any thoughts?",
"Yeah, this is probably due to unsetting PATH while using a (generated?) shebang of the form `#!/usr/bin/env python3`.\r\n\r\nIt breaks build isolation since _if_ it works it picks up system `/bin/python3` or `/usr/bin/python3` on ... | 2023-11-28T19:04:52 | 2024-01-29T21:39:31 | null | CONTRIBUTOR | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.15
### Custom code
No
### OS platform and distribution
Manylinux 2.28 (AlmaLinux 8) quay.io/pypa/manylinux_2_28
### Mobile device
_No response_
### Python v... | {
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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/62496/checks?check_run_... | 2023-11-28T17:10:57 | 2023-11-30T07:10:04 | 2023-11-30T07:10:04 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-11-... | Fixed #62492 issue :
In tensorflow/python/training/saver.py, in _RecordLastCheckpoint:
# Remove first from list if the same name was used before.
for p in self._last_checkpoints:
if latest_save_path == self._CheckpointFilename(p):
self._last_checkpoints.remove(p)
This modifies the _last_checkpoints list whi... | {
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"@rcalonso,\r\nCould you please confirm whether you are facing any error while saving to Google cloud storage. If yes, please provide the error log here and help us to debug the issue. Thank you!",
"@tilakrayal I don't get any error, in the console I see the log `f\"\\nEpoch {epoch + 1}: saving model to {filepath... | 2023-11-28T16:43:20 | 2023-12-26T23:14:27 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.14.1
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
3.9.17
### Bazel version
... | {
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"Closed as repository I was using was manually setting CUDA_VISIBLE_DEVICES to -1...",
"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=Yes&entry.2137816233=https://github.com/tensorf... | 2023-11-28T15:58:55 | 2023-11-29T09:29:27 | 2023-11-29T09:29:23 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
unknown 2.4.0
### Custom code
Yes
### OS platform and distribution
Linux, Rocky linux
### Mobile device
_No response_
### Python version
Python 3.8.6
### Bazel version
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"run this demo in two process plz",
"@Jiaao-Bai Could you please verify that the NCCL library is installed correctly and that its version is compatible with the TensorFlow version. Check for any environment variables or configuration settings that might affect NCCL communication.\r\nPlease try with the latest ten... | 2023-11-28T12:46:36 | 2023-12-04T04:17:17 | 2023-12-04T04:07:23 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
tf2.8
### Custom code
Yes
### OS platform and distribution
ubuntu 20.04
### Mobile device
not mobile device
### Python version
3.10.6
### Bazel version
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"Doing this will pass a copy of the list for checking then modyfing the original list seperately:\r\nfor p in self._last_checkpoints[:]:\r\n if latest_save_path == self._CheckpointFilename(p):\r\n self._last_checkpoints.remove(p)\r\n",
"can in be assigned this issue\r\n",
"Are you satisfied with the r... | 2023-11-28T12:39:28 | 2023-11-30T07:10:08 | 2023-11-30T07:10:05 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
The code is present on the master branch, but I found this bug by looking at the code, not from executing TensorFlow.
### Source
source
### TensorFlow version
master
### Custom code
No
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"@tbhaxor,\r\nHi,\r\n\r\nThanks for reporting the issue.\r\n\r\nSince the migration, there were many changes made, the error you are getting is due to one such change here https://github.com/keras-team/tf-keras/commit/cff6ac903e2b8a0dde2a469d949f0f0ce3b5f282.\r\n\r\nTo get rid of the error, you need to install tf-k... | 2023-11-28T12:30:46 | 2023-12-06T05:36:01 | 2023-12-06T05:35:58 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
v2.15.0-rc1-8-g6887368d6d4
### Custom code
Yes
### OS platform and distribution
Arch Linux x64
### Mobile device
_No response_
### Python version
3.11
### Bazel version
_No response_
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"I have the same build problem on the Arm64 with CPU:\r\n`processor\t: 0\r\nmodel name\t: ARMv8 Processor rev 1 (v8l)\r\nBogoMIPS\t: 62.50\r\nFeatures\t: fp asimd evtstrm aes pmull sha1 sha2 crc32 atomics fphp asimdhp cpuid asimdrdm lrcpc dcpop asimddp uscat ilrcpc flagm\r\nCPU implementer\t: 0x41\r\nCPU architectu... | 2023-11-28T10:51:12 | 2024-04-25T16:02:46 | null | CONTRIBUTOR | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
RHEL 8
### Mobile device
_No response_
### Python version
3.9
### Bazel version
6.1.0
### GCC/compiler version
... | {
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"@pedro21900 \r\nIf you're loading a SavedModel that contains operations from TensorFlow Contrib, you need to ensure that TensorFlow Contrib is installed and accessible. \r\nIn order to expedite the trouble-shooting process here,Could you please fill the issue [template](https://github.com/tensorflow/tensorflow/iss... | 2023-11-27T21:15:23 | 2024-04-04T01:48:03 | 2024-04-04T01:48:00 | NONE | null | null | null | I'm running my model in java and I get this error. My project was all done in Python, what should I do to solve this problem? Do I register this in Python or adjust it in Java?
Restoring SavedModel bundle.
```python
2023-11-27 16:43:21.653275: I tensorflow/cc/saved_model/loader.cc:151] Running initialization o... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/62488 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62488/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62488/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62488/events | https://github.com/tensorflow/tensorflow/issues/62488 | 2,012,878,769 | I_kwDOArmXAs53-hex | 62,488 | GPU-Specific Inconsistency in XLA Compiled Model with `tf.nn.atrous_conv2d, tf.cos, and tf.multiply` | {
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"Hi **@GwiHwan-Go** ,\r\nI tried to reproduce above in colab, I downloaded the pickle file too. But this file is not opening could you provide proper link to me?\r\n\r\nThank you!",
"Hi @Venkat6871 ,\r\nMy apologies for any inconvenience caused. I have prepared a [Colab notebook](https://colab.research.google.com... | 2023-11-27T18:42:58 | 2023-12-27T22:41:44 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10
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"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=Yes&entry.2137816233=https://github.com/tensorflow/tensorflow/issues/62487\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-11-27T18:30:28 | 2023-11-27T18:32:08 | 2023-11-27T18:32:04 | NONE | null | null | null | Issue type
Bug
Have you reproduced the bug with TensorFlow Nightly?
Yes
Source
source
TensorFlow version
2.15.0
Custom code
Yes
OS platform and distribution
Ubuntu 22.04.3 LTS
Mobile device
No response
Python version
3.10
Bazel version
No response
GCC/compiler version
No response
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"@sachinprasadhs Hey! Have you reproduced this issue?",
"Hi, Could you please simplify the code without pickle file to debug in detail about the issue. Thanks",
"This issue is stale because it has been open for 7 days with no activity. It will be closed if no further activity occurs. Thank you.",
"Hi, @sachin... | 2023-11-27T16:30:24 | 2023-12-27T22:40:59 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10
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"This is another code that trigger the same bug : \r\n```python\r\nfrom typing import Dict\r\nimport tensorflow as tf\r\nimport pickle\r\nimport os\r\nimport numpy as np\r\n\r\n###updated at 23.12.06\r\np0 = tf.random.uniform(shape=[6, 21, 59, 6], dtype=tf.float32)\r\np1 = tf.random.uniform(shape=[1, 54, 6, 6], dty... | 2023-11-27T16:14:55 | 2023-12-22T01:48:31 | 2023-12-22T01:48:28 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10.0
### Bazel version
_No response_
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"Hi @LukeBoyer Can you please review this PR ? Thank you!",
"Hi @aflaischer Can you please check @LukeBoyer's [comments](https://github.com/tensorflow/tensorflow/pull/62484#discussion_r1433142751) and keep us posted? Thank you!",
"Hello @gbaned, I've updated the review\r\n",
"Hi @LukeBoyer Can you please revi... | 2023-11-27T13:56:33 | 2024-06-05T08:20:24 | null | NONE | null | false | {
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} | add option to link tensorflowlite_flex when building minimal example | {
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