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"TensorFlow example package is not available on PyPI.\r\nWe can clone the TensorFlow example repository from GitHub and run the examples.\r\n\r\nUse this following command in cell\r\n` !git clone https://github.com/tensorflow/examples.git`\r\nIt will download the repo\r\n\r\nThen navigate to following example you w... | 2023-04-03T19:14:45 | 2023-04-27T12:12:21 | 2023-04-05T13:58:43 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Pyth... | {
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"@diwen \r\nThis issue seems to be a keras issue.Please post this issue on [keras-team/keras repo.](https://github.com/keras-team/keras/issues)\r\nTo know more see;\r\n[https://discuss.tensorflow.org/t/keras-project-moved-to-new-repository-in-https-github-com-keras-team-keras/1999](https://discuss.tensorflow.org/t/... | 2023-04-03T19:04:52 | 2023-04-05T18:20:55 | 2023-04-05T18:20:52 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
tf 2.4+
### Custom Code
Yes
### OS Platform and Distribution
CentOS
### Mobile device
_No response_
### Python version
3.7
### Bazel version
... | {
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"Hi @cemlyn007 ,\r\n\r\nThanks for reporting this. Currently this module is under experimental stage.Could you please confirm whether this API can't handle server side batching. Have you tested this ? I know this is under experimental stage and still many features might not be available right now.\r\n\r\n If you wa... | 2023-04-03T15:00:03 | 2023-04-17T06:59:48 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Feature Request
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.8.0
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No respo... | {
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"@L1onKing Thanks for reporting the issue.\r\n\r\nHave you checked with latest stable version TF 2.12 and see if the issue still exists?\r\n\r\nThanks.",
"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.",
"Hello @pjpratik! Tha... | 2023-04-03T14:07:06 | 2023-05-24T01:58:20 | 2023-05-24T01:58:18 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.7.0
### Custom Code
Yes
### OS Platform and Distribution
Emscripten, Ubuntu 18.04
### Mobile device
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"Quick question, why is there a separate `tensorflow-macos` package? Would it be possible to add ARM64 macOS wheels for the main `tensorflow` package (since it already contains x86 macOS wheels anyway)?",
"@cbrnr I know there is `tensorflow-metal` GPU acceleration that is ARM64 macOS specific. I'm not sure if tha... | 2023-04-03T08:14:33 | 2023-06-05T09:54:04 | 2023-06-05T09:54:01 | NONE | null | null | null | ### Current Behaviour?
For the package tensorflow 2.12 we have [precompiled wheels for python3.11](https://pypi.org/project/tensorflow/#files) but [not for the package tensorflow-macos](https://pypi.org/project/tensorflow-macos/#files). This means that we can use TF 2.12 + Python3.11 on macOS x86 (Intel mac) but n... | {
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"@sukdamrong Thanks for reporting this issue.\r\n\r\nAs per this [comment](https://github.com/google/XNNPACK/issues/4598#issuecomment-1494631028), the 32 bit builds might not be supported for ios.\r\n\r\nI have tried with `--config=ios_fat` which builts a \"fat\" binary, containing armv7, arm64, and x86_64 and was ... | 2023-04-03T05:43:18 | 2023-04-21T01:53:39 | 2023-04-21T01:53:37 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.13.0
### Custom Code
No
### OS Platform and Distribution
macMonterey 12.4
### Mobile device
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"Hi @parismic, to create an op, kindly follow this [guide](https://www.tensorflow.org/guide/create_op). Alternatively, you can also try creating a custom layer which is a common set of useful operations by following the instructions mentioned [here](https://www.tensorflow.org/tutorials/customization/custom_layers#i... | 2023-04-02T21:04:57 | 2023-04-20T01:52:58 | 2023-04-20T01:52:56 | NONE | null | null | null | I would like take a MirroredVariable, shape=(32,60), with 3 replica and reduce is first as a difference of pairs and than L2 norm it.
Is there a way of writing such a custom ReduceOp?
https://github.com/tensorflow/tensorflow/blob/0db597d0d758aba578783b5bf46c889700a45085/tensorflow/python/distribute/reduce_util... | {
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"Tried to pip install the nightly pacakge, didn't help.",
"Hello @blaze-Youssef !\r\nAs per the documentation, the latest CUDA version 11.2 is supported for TF v2.10.\r\nPlease check this [link](https://www.tensorflow.org/install/source_windows#gpu) for more information.\r\nThank you! ",
"@blaze-Youssef -\r\nS... | 2023-04-02T11:40:23 | 2023-09-20T13:30:40 | 2023-04-04T21:57:04 | NONE | null | null | null | Hello,
I have an rrx 3060, and I have Cuda 12.1 installed along with Cudnn.
I can't get Tensorflow to detect my gpu in Python.
As I have read in the docs you must have Cuda 11.8, but I am using another Nvidia app that requires CUDA 12, and I am afraid if I downgrade the CUDA version, I might encounter issues.
Please ca... | {
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"@drishtia60,\r\nThere are at least 3 possible scenarios:\r\n\r\n```\r\n1. You need to install the MSVC 2019 redistributable.\r\n2. Your CPU does not support AVX2 instructions.\r\n3. Your CPU/Python is on 32 bits.\r\n4. There is a library that is in a different location/not installed on your system that cannot be l... | 2023-04-02T10:40:07 | 2023-04-19T01:55:31 | 2023-04-19T01:55:28 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.11.0
### Custom Code
Yes
### OS Platform and Distribution
Windows 10
### Mobile device
_No response_
### Python version
python 3... | {
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"@rhuddleston \r\nSorry for the late reply, Could you please try with `pip install tensorflow==2.11.*` to install TF 2.11. I was able to install the TF2.11 without any error on the linux virtual machine with python 3.10. Please find the screenshots below:\r\n[Screenshot 1](https://user-images.githubusercontent.com... | 2023-04-02T04:00:32 | 2023-10-28T01:46:52 | 2023-10-28T01:46:50 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.11.1
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.10
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"Hi @milmor,\r\nAs a workaround, kindly set `interpolation=bilinear` in the **Upsampling2d** layer, which is compatible with GPUs. Kindly find the gist of working code [here](https://colab.sandbox.google.com/gist/synandi/fdd7c053f3d0509a547cbbf390e48ac2/60203_bilinear.ipynb). Thank you!",
"This issue is stale bec... | 2023-04-02T03:43:17 | 2023-04-19T01:55:33 | 2023-04-19T01:55:31 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.12
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Pyt... | {
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"Hello @PhilippWillms! \r\nCould you try the following and let us know if that helps?\r\n```\r\n$pip install tensorflow-io-gcs-filesystem\r\n```\r\nThank you!",
"Hi @sushreebarsa, I am sorry but it is still failing: \r\n\r\n> ERROR: Ignored the following versions that require a different python version: 0.23.0 Re... | 2023-04-01T16:40:15 | 2023-05-12T11:59:26 | 2023-04-09T20:24:00 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.10.1
### Custom Code
No
### OS Platform and Distribution
Windows
### Mobile device
_No response_
### Python version
3.9
### Bazel v... | {
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"@shijy16,\r\nI tried to execute the mentioned code on both tensorflow v2.12 [CPU](https://colab.research.google.com/gist/tilakrayal/567f4b305c69b199c9db8448f6763eab/untitled1064.ipynb) and [GPU](https://colab.research.google.com/gist/tilakrayal/047904e5371c1ffd7bdfe92a024b490f/untitled1065.ipynb) & it was executin... | 2023-04-01T08:40:42 | 2024-04-20T01:47:34 | 2024-04-20T01:47:28 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.13.0-dev20230331
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3... | {
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"@SuryanarayanaY \r\nI was able to reproduce the issue on Coalb using TF v2.12 and tf-nightly. Please find the gist of [2.12](https://colab.research.google.com/gist/tiruk007/44dd95a1bb2324ccc3bc3afbc97838a1/untitled180.ipynb) and [tf-nightly](https://colab.research.google.com/gist/tiruk007/029818642e75ec9351c6c00c1... | 2023-04-01T08:36:16 | 2024-03-08T14:24:03 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.13.0-dev20230331
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.... | {
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"Hi @shijy16, \r\n\r\nI was able to replicate the issue in Ubuntu using tf-nightly(2.13.0-dev20230331). Please find the log below.\r\n```\r\n(tf) ynandi@sindhu-ubuntu-2005:~$ python 60199.py\r\n2023-04-03 13:20:37.981051: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to us... | 2023-04-01T08:30:49 | 2024-02-10T01:46:09 | 2024-02-10T01:46:03 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.13.0-dev20230331
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
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"@sachinprasadhs I was able to replicate the issue on colab using TF v[2.12](https://colab.research.google.com/gist/sushreebarsa/23002b3c2d4cbd311f739dcdd37e2157/60198.ipynb) and tf-[nightly](https://colab.research.google.com/gist/sushreebarsa/fa9c18ffb6f4829647d36d78942c05af/untitled784.ipynb#scrollTo=hIczSZUMnMVl... | 2023-04-01T08:28:35 | 2023-05-03T17:28:23 | 2023-05-03T17:28:21 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.13.0-dev20230331
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
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"@shijy16,\r\nI can see the **range_max = 3031324185113192368** which you are trying is a very big value. Could you please provide any usecase you are trying the big value. \r\n\r\n\r\nrange_max | An int that is >= 1. The sampler will sample integers from the interval [0, range_max).\r\n-- | --\r\n\r\n\r\n\r\nThank... | 2023-04-01T08:23:48 | 2023-04-11T18:15:22 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.13.0-dev20230331
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
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"@SuryanarayanaY \r\nI was able to reproduce the issue on Coalb using TF v2.12 and tf-nightly. Please find the gist of [tf-nightly](https://colab.research.google.com/gist/tiruk007/4ee179e7a10dc5bbdb4e8df74faf72b4/nightly.ipynb) and [2.12](https://colab.research.google.com/gist/tiruk007/36a4995d912f43acec5185fa2467d... | 2023-04-01T08:21:17 | 2024-03-08T10:59:43 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.13.0-dev20230331
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
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"Hi @shijy16 Thank you for reporting this issue!\r\n\r\nI'm facing a different error when tried to replicate the issue in Ubuntu 20.04 using tf-nightly(2.13.0-dev20230402). Please find the output log below.\r\n![image](https://user-images.githubusercontent.com/98147397/229462081-cc56c52f-3969-4bef-99c3-208370cc90f... | 2023-04-01T07:09:21 | 2024-04-20T01:47:37 | 2024-04-20T01:47:29 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.13.0-dev20230331
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
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"System Information:\r\n\r\nOS Platform and Distribution: Linux Ubuntu 18.04\r\nTensorFlow installed from: TensorFlow binary\r\nTensorFlow version: 2.5.0",
"Issue Description:\r\n\r\nWhen trying to convert a TensorFlow model to a TensorFlow Lite model using the tflite_convert command, I am getting an error messag... | 2023-04-01T04:59:00 | 2023-04-19T01:55:36 | 2023-04-19T01:55:33 | NONE | null | null | null | desc: | {
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"Sorry, I am probably not the person to review it",
"@gbaned from `git blame tensorflow/lite/tools/evaluation/stages/image_preprocessing_stage.cc`, the file was mainly touched by @srjoglekar246 and @thaink ",
"Hi @Ferev Can you please review this PR ? Thank you!",
"Hi @gbaned, is there anything I can do to ... | 2023-04-01T00:47:36 | 2024-06-07T16:06:04 | null | CONTRIBUTOR | null | false | {
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} | Currently, image preprocessing in `tensorflow/lite/tools/evaluation` only supports `jpeg` and `raw` images. This patch add `png` support.
Why we need `png`:
1. raw rgb files are larger
2. the jpeg used in tensorflow doesn't support lossless compression, which is needed for some picture quality models.
3. some dat... | {
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"@gbaned Could I humbly ask you to assign some CUDA GPU developer to review this bug? It has been causing silent corruption in masked LSTM and GRU code on GPU since TensorFlow 2.5 (the first TF to use cuDNN 8.1 or newer), and it can be replicated.",
"@sachinprasadhs,\r\nI was able to reproduce the issue on tensor... | 2023-03-31T20:47:35 | 2023-12-24T00:26:20 | 2023-06-18T14:15:19 | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
TF 2.12, TF 2.11, TF nightly, TF 2.8
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04, Colab
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"The issue is related to an unused variable in `external/boringssl/src/crypto/x509/t_x509.c:321:18`. Removing that variable fixes the issue. See attached.\r\n\r\nPatch: [issue_60191_patch.txt](https://github.com/tensorflow/tensorflow/files/11149628/issue_60191_patch.txt)\r\n\r\n",
"@feranick \r\nCould you please ... | 2023-03-31T18:32:20 | 2023-06-22T12:18:58 | 2023-06-22T12:18:56 | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.12.0
### Custom Code
No
### OS Platform and Distribution
macOS 13.3
### Mobile device
_No response_
### Python version
3.10
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"Hi @terryheo ,\r\n\r\nHope all is well with you and thanks for helping us review the previous TFLite related PRs.\r\n\r\nCould you please review this PR when you have a chance? Thanks again!",
"Hi @terryheo ,\r\n\r\nCould you please take a look at this PR when you have some time?\r\n\r\nThank you very much!",
... | 2023-03-31T16:01:40 | 2023-09-28T19:05:03 | 2023-09-28T19:05:02 | CONTRIBUTOR | null | false | {
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"Thanks @sagunb !",
"Looks like the following error shown in the PR checking logs wasn't caused by the code change in this PR:\r\n\r\n```bash\r\nexternal/llvm-project/llvm/include/llvm/IR/Attributes.h:91:14: fatal error: 'llvm/IR/Attributes.inc' file not found\r\n #include \"llvm/IR/Attributes.inc\"\r\n ... | 2023-03-31T14:56:16 | 2023-07-17T04:04:47 | 2023-07-17T04:04:46 | CONTRIBUTOR | null | false | {
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However, we can enable secure grpc++/grpc deps and ssl related features for TensorFlow on s390x via `openssl` by usin... | {
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"Hi @mescoulan-gpsw Thanks for reporting the issue.\r\n\r\nI was able to successfully build the benchmark model with r2.12 version on MacOS with Bazel 5.3.0 as per the instructions given [here](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/tools/benchmark#on-android). Please find the screensh... | 2023-03-31T14:28:44 | 2023-04-19T14:52:02 | 2023-04-19T01:55:35 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.8
### Custom Code
Yes
### OS Platform and Distribution
macos
### Mobile device
_No response_
### Python version
3.8
### Bazel version
_No r... | {
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"Hi @alien2327 ,\r\n\r\nThis is reported by other community member at #60031 and PR has been raised by a contributor for this which is under review. Please go through the issue and confirm if this is different to the other issue mentioned.\r\n\r\nThanks!",
"Hi, @SuryanarayanaY !\r\n\r\nThank you for let me know #... | 2023-03-31T12:50:06 | 2023-04-04T08:48:43 | 2023-04-04T08:48:40 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 22.04 (Docker)
### Mobile device
_No response_
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"Hi @terryheo Can you please review this PR ? Thank you!",
"Hi @jongkweh Can you please check @terryheo's comments and keep us posted ? 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 becaus... | 2023-03-31T12:37:20 | 2023-09-30T01:47:14 | 2023-09-30T01:47:05 | CONTRIBUTOR | null | false | {
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} | ## Purpose
This is to support binding non-bphwc4 metal buffer to tensor.
## Background
When binding metal buffer to tensor, the current implementation assumes the metal buffer to be in bphwc4 format.
In order to bind a metal buffer to tensor, the user needs to convert the metal buffer to bphwc4 format. (for CP... | {
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"@Weili17,\r\nIn order to expedite the trouble-shooting process, could you please provide a complete code you are using, it helps to analyse the issue in an effective way. Thank you!\r\n",
"> @Weili17, In order to expedite the trouble-shooting process, could you please provide a complete code you are using, it he... | 2023-03-31T08:09:13 | 2023-06-17T06:26:28 | 2023-06-17T06:26:25 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf2.8.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Pyt... | {
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"I should mention that I am using my own toolchain, but is it essentially just clang. Code here: https://github.com/p3achyjr/p3achyGo/blob/main/toolchain/BUILD\r\n\r\nI noticed that the generated CUDA toolchain file adds CUDA include paths, whereas I just add c/c++ include paths. Could this have something to do wit... | 2023-03-31T07:10:47 | 2023-04-27T01:54:34 | 2023-04-27T01:54:32 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.11
### Custom Code
Yes
### OS Platform and Distribution
Debian GNU/Linux 10
### Mobile device
_No response_
### Python version
3.7
### Bazel ... | {
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"editing sh file to new commands proposed by @TomMeowMeow automated the system path",
"The issue will move to closed status once the [#2214](https://github.com/tensorflow/docs/pull/2214) is merged. Thanks!",
"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAI... | 2023-03-31T06:15:19 | 2023-04-05T05:58:52 | 2023-04-05T05:58:50 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Documentation Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.12
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
Linux Ubuntu 22.04.2
### Python version... | {
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"Is there anything else to adjust/todo on this one? Seems like the internal CI builds are working at a glance. Thanks!",
"@terryheo Just checking if this can be merged. Thanks!",
"> @terryheo Just checking if this can be merged. Thanks!\r\n\r\nHi @samypr100 Sorry for the delay. This PR is processing internally,... | 2023-03-31T03:46:24 | 2023-06-12T18:16:30 | 2023-06-12T18:16:29 | CONTRIBUTOR | null | false | {
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This is a follow on PR to #59423 adding support for Python 3.11 wheel while still retaining a minimum of glibc 2.31 runtime.
* The minimum Numpy versions was increased to `1.23.2` as it's the first version with Python 3.11 support.
* **Python 3.7 support was dropped** due to the Numpy upgrade.
*... | {
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"it seems that the labels in the validation set are not in the correct format for the model's output. MobileNetV2 outputs a 1001-dimensional vector, where each element represents the probability of the input image belonging to a specific class. The validation set labels are just integers representing the class inde... | 2023-03-31T00:51:24 | 2023-06-24T02:07:39 | 2023-06-24T02:07:36 | 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)**: Ubuntu 20.04
- **TensorFlow installed from (source or binary)**: binary
- **TensorFlow version (use command ... | {
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"@mihaimaruseac, can you review?",
"@meteorcloudy this is causing the internal build to fail: [cl/520986273](http://cl/520986273). Can you take a look?",
"Yes, will do!",
"Great to have this merged.\r\nFrom https://github.com/tensorflow/tensorflow/issues/60167#issuecomment-1490907122, this is only a partial f... | 2023-03-30T17:11:30 | 2023-04-13T08:58:39 | 2023-04-12T09:53:50 | MEMBER | null | false | {
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"A recent commit (https://github.com/tensorflow/tensorflow/commit/51a8992bb9daba2364ac4bb931af1010d554f0fa) used non-standard GNU `realpath --relative`. Quick workaround is to use GNU realpath (in coreutils). On my mac, I used macport to install realpath to `/opt/local/libexec/gnubin`, then add `/opt/local/libexe... | 2023-03-30T13:35:30 | 2023-07-17T07:50:13 | 2023-04-05T01:12:13 | NONE | null | null | null | ### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
faf4a8eb61d6344997e1860de30e6eae434b4411
### Custom Code
No
### OS Platform and Distribution
MacOS 13.3 (22E252) Apple M1 Pro
### Mobile device
N/A
### Pyth... | {
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"@tracerxia \r\nSorry for the late reply. Could you please make sure to follow the instructions mentioned [here](https://www.tensorflow.org/install/source) and check the [tested build configuration](https://www.tensorflow.org/install/source#gpu) as well. Please let us know if it helps?\r\n\r\nThank you!",
"This i... | 2023-03-30T11:12:18 | 2023-04-15T01:53:51 | 2023-04-15T01:53:49 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
v2.8.0
### Custom Code
Yes
### OS Platform and Distribution
linux ubuntu 2204
### Mobile device
linux ubuntu 2204
### Python version
3... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60177 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60177/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60177/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60177/events | https://github.com/tensorflow/tensorflow/issues/60177 | 1,647,400,832 | I_kwDOArmXAs5iMVeA | 60,177 | TF2 keras model.fit() VS model.evaluate print different loss and AUC | {
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"The **model.evaluat**e method is being called with **train_data** as the input, which suggests that it is being evaluated on the entire training set, whereas **model.fit** is being called with a **train_dataset** that has been batched and shuffled. This difference in the input data may cause the difference in AUC ... | 2023-03-30T11:08:35 | 2023-03-31T07:10:28 | 2023-03-31T06:16:36 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.11
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.7.3
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"Hello @varunshankar! Could you please have a look at [this](https://www.tensorflow.org/install/source_windows) page which explains well about the tested build configuration for different compatible versions. The compatible python version for TF v2.12. is 3.8 - 3.11 .\r\nThank you!",
"2.11.1 contains a critical ... | 2023-03-30T10:43:46 | 2023-08-09T01:52:34 | 2023-08-09T01:52:32 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.11.1
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
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"@freddan80,\r\nCould you please confirm whether you are facing the issue with protobuf 3.19.4 or protobuf 3.20.3? Also there is an issue which was already raised for the similar issue #59931 which was already assigned to the developer for the investigation. Thank you!",
"Hi @tilakrayal \r\nprotobuf ... | 2023-03-30T10:39:22 | 2023-04-11T13:27:57 | 2023-04-11T13:27:54 | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Documentation Feature Request
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
TF 2.11
### Custom Code
No
### OS Platform and Distribution
Ubuntu 22.04
### Mobile device
_No response_
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"The behavior you are observing is expected, and it is not a logging issue. When we cache a dataset to disk with **dataset.cache(\"some_folder\")**, TensorFlow only partially caches the dataset to disk. The caching mechanism works by storing the elements of the dataset in memory as they are consumed, and then perio... | 2023-03-30T10:22:23 | 2023-04-27T01:54:37 | 2023-04-27T01:54:34 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
v2.12.0-rc1-12-g0db597d0d75 2.12.0
### Custom Code
No
### OS Platform and Distribution
Windows 11
### Mobile device
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"```\r\nimport tensorflow as tf\r\nprint(\"Num GPUs Available: \", len(tf.config.list_physical_devices('GPU')))\r\ntf.config.list_physical_devices('GPU')\r\ntf.config.list_physical_devices()\r\n\r\n```\r\nOutput :\r\n```\r\nNum GPUs Available: 1\r\n[PhysicalDevice(name='/physical_device:CPU:0', device_type='CPU'),... | 2023-03-30T08:56:53 | 2023-04-15T01:53:54 | 2023-04-15T01:53:52 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.12.0
### Custom Code
Yes
### OS Platform and Distribution
Windows 11
### Mobile device
_No response_
### Python version
3.11.2
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"Thanks for opening the issue, Tensorflow 2.9 was release in May 2022, which is within the 1 year release window.\r\n@learning-to-play , Do we have any plan to release 2.9.4 for the CVEs listed in the issue? Thanks!",
"There aren't any plans to release TensorFlow 2.9.4. Please see [RELEASE.md](https://github.com/... | 2023-03-30T06:33:53 | 2023-04-11T16:26:09 | 2023-04-11T05:25:04 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.9.3
### Custom Code
No
### OS Platform and Distribution
RHEL 8
### Mobile device
_No response_
### Python version
3.10
### Bazel version
... | {
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"@ftesser,\r\nI was facing a different assertion error while executing the mentioned code. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/740c36db1b70b0946d60e7984a61f254/untitled1059.ipynb). Thank you!",
"> @ftesser, I was facing a different assertion error while executing th... | 2023-03-30T06:29:27 | 2023-09-22T06:29:19 | 2023-04-17T09:07:43 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
tf 2.12.0
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 22.04.2 LTS
### Mobile device
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"Hi @lu-wang-g Can you please review this PR ? Thank you!"
] | 2023-03-30T02:08:36 | 2023-06-08T20:18:33 | 2023-05-09T16:52:54 | CONTRIBUTOR | null | false | {
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"One additional thing I noticed when debugging: If I am to multiply the quantization or dequantization scale by a constant, the issue goes away and the engine can be built. For example, changing [these lines](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/compiler/tf2tensorrt/convert/ops/quantizati... | 2023-03-29T23:41:13 | 2023-03-31T06:00:42 | 2023-03-31T06:00:39 | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.9
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
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"Related issue is https://github.com/bazelbuild/bazel/issues/14848#issuecomment-1183500102",
"I'll send a fix for this soon",
"@nluehr Can you check if https://github.com/tensorflow/tensorflow/pull/60180 fixes the performance regression for you?",
"I confirmed that with the fix from https://github.com/tensorf... | 2023-03-29T21:00:11 | 2023-05-10T21:06:49 | 2023-05-10T21:06:44 | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
master at commit bdacdadc5
### Custom Code
No
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
_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/60166\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-03-29T20:12:29 | 2023-07-08T02:08:19 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Performance
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.11.0
### Custom Code
Yes
### OS Platform and Distribution
Google colab
### Mobile device
_No response_
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"Hi, Estimator `tf.estimator.BestExporter` is deprecated from Tensorflow 2.12 since it uses Tensorflow V1 behavior.\r\nCould you please migrate from Estimator to Keras API which will enable you to perform the tasks such as [model building](https://www.tensorflow.org/guide/keras/custom_layers_and_models), gradient a... | 2023-03-29T16:54:22 | 2023-12-13T17:05:54 | 2023-12-13T17:05:50 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.12
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 22.04.2
### Mobile device
_No response_
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"When using **tf.autodiff.ForwardAccumulator** with **@tf.function**, the forward-pass is executed during tracing, which means that the **ForwardAccumulator** instance is not being executed during the graph execution. To fix this, you can wrap the **ForwardAccumulator** instance with **tf.custom_gradient**.\r\n```\... | 2023-03-29T14:59:40 | 2023-03-30T08:31:45 | 2023-03-30T08:31:42 | NONE | null | null | null | I'm new to Tensorflow. I'm trying to compute a Jacobian-Vector Product using tf.autodiff.ForwardAccumulator with a train function looks something like the code below. The jvp looks fine under eager execution. However, the jvp becomes a list of Nones when activate graph execution using @tf.function.
What could be the ... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60163 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60163/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60163/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60163/events | https://github.com/tensorflow/tensorflow/issues/60163 | 1,645,951,281 | I_kwDOArmXAs5iGzkx | 60,163 | How to solve the backpropagation problem of tf.signal.rfft? | {
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"Hi @Evan-0715, the code provided above does not raise any error. Please find the gist [here](https://colab.sandbox.google.com/gist/synandi/03334bfe2386f6dc345e3e063a7d7d57/60163.ipynb). Kindly share complete reproducible code so that we can replicate the issue from our end. Thank you! ",
"```\r\nimport numpy as ... | 2023-03-29T14:35:28 | 2023-04-05T12:20:18 | 2023-04-04T03:49:17 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Feature Request
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.11
### Custom Code
Yes
### OS Platform and Distribution
Windows 10
### Mobile device
_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/60162\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-03-29T10:50:13 | 2023-03-29T10:51:06 | 2023-03-29T10:50:49 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf2.8
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
mate
### Python version
3.10
### Bazel version
_No... | {
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"@tpopp could you take a look?",
"Checking, should I review this again or not (it is marked as draft)?",
"Hi @tpopp! @RoboTux is ooo until April 11th. He asked me to let you know he wanted to have a look at the CI failures before taking it out of draft. Cheers and have a nice weekend!",
"> Hi @tpopp! @RoboTux... | 2023-03-29T09:13:36 | 2024-03-06T00:40:36 | 2024-03-06T00:40:35 | CONTRIBUTOR | null | false | {
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} | By default Tensorflow build aims to only build what is relevant for the host targets. However, due to some missing guards here and there code for other architecture may end up being built. For instance, when building tensorflow/compiler/mlir:tf-opt on AArch64 code specific to x86 also ends up being built. This commit f... | {
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"cc: @penpornk @cantonios "
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This also aligns with change present in this PR: https://github.com/tensorf... | {
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"@Ruparani777,\r\ntensorflow/python/keras code is a legacy copy of Keras since the TensorFlow v2.7 release, and will be deleted in the v2.12 release. Please remove any import of `tensorflow.python.keras` and use the public API with from `tensorflow import keras or import tensorflow as tf`; **tf.keras**\r\n\r\nAlso ... | 2023-03-29T06:19:42 | 2023-04-09T08:42:08 | 2023-04-09T08:42:05 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.8
### Custom Code
Yes
### OS Platform and Distribution
Windows
### Mobile device
_No response_
### Python version
3.9
### Bazel version
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"* Additional Info.\r\nI am using TensorFlow Lite C API with podspec dependency 'TensorFlowLiteC', 'TensorFlowLiteC/Metal' (version is 2.11.0)\r\nThe interpreter option is default and delegate option is as followed.\r\n - allow_precision_loss = true\r\n - wait_type = TFLGpuDelegateWaitTypePassive\r\n - enable_qu... | 2023-03-29T05:15:17 | 2023-04-07T20:56:32 | 2023-04-07T20:56:29 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Others
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.11.0
### Custom Code
No
### OS Platform and Distribution
macOS Ventura 13.2.1
### Mobile device
iPhone12
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"Hi @sssssshift, We see that the issue [template]( https://github.com/tensorflow/tensorflow/issues/new/choose) has not been filled, could you please do so as it helps us analyze the issue [tf version, steps followed before you ran into this error or stand alone code/colab gist to reproduce the issue faced]. Thank y... | 2023-03-29T03:29:10 | 2023-03-29T15:39:23 | 2023-03-29T15:39:12 | NONE | spam | null | null | Please go to Stack Overflow for help and support:
https://stackoverflow.com/questions/tagged/tensorflow
If you open a GitHub issue, here is our policy:
1. It must be a bug, a feature request, or a significant problem with the
documentation (for small docs fixes please send a PR instead).
2. The form be... | {
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"@bluesteven \r\nBeginning with Tensorflow **2.11**, support for GPU on native windows has changed. You will need to install TensorFlow in **WSL2** or install tensorflow-cpu within windows machines or try the **TensorFlow-DirectML-Plugin**. \r\nhttps://www.tensorflow.org/install/pip#windows-native\r\nhttps://www.te... | 2023-03-29T02:39:34 | 2023-04-14T01:51:59 | 2023-04-14T01:51:57 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.11.0
### Custom Code
Yes
### OS Platform and Distribution
Windows 11
### Mobile device
_No response_
### Python ... | {
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"merged_at": "2023-03-... | This PR enables the optimized implementation for FP32 using the new Eigen LeakyRelu functor leading to approximately 55% performance gain on average. | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60154 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60154/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60154/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60154/events | https://github.com/tensorflow/tensorflow/issues/60154 | 1,644,721,198 | I_kwDOArmXAs5iCHQu | 60,154 | [Feature Request] MatrixSquareRoot for tflite | {
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"Hi, Thanks for the feature request. \r\nRight now, we don't have all the tensorflow ops under TFLite builtin ops. \r\nWe will update in the document when it is available. \r\nTill then you can use the SELECT_TF_OPS to enable Tensorflow ops as below.\r\n\r\n```\r\nconverter.target_spec.supported_ops = [\r\n tf.lit... | 2023-03-28T22:08:22 | 2023-07-27T20:45:57 | null | NONE | null | null | null | Tensorflow lite currently will not compile graphs containing `tf.linalg.sqrtm`. If you try, you get
```
Some ops in the model are custom ops, See instructions to implement custom ops: https://www.tensorflow.org/lite/guide/ops_custom
Custom ops: MatrixSquareRoot
Details:
tf.MatrixSquareRoot(tensor<3x3xf32>) -... | {
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"**use **tf.cond** to conditionally execute the loop based on the input length**\r\nIn the code, the for loop is iterating over a **tf.Tensor** object created by **tf.range(tf.shape(inputs)[1])**. This tensor has a symbolic shape, which means that its size is not known until runtime. TensorFlow's AutoGraph cannot h... | 2023-03-28T19:51:01 | 2023-03-29T19:43:51 | 2023-03-29T19:43:48 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.11
### Custom Code
No
### OS Platform and Distribution
MaxOS 12.3.1
### Mobile device
-
### Python version
3.10
### Bazel version
_No r... | {
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"It seems that some normalization is applied to weighted_metrics that is not applied to the losses. So if the same function is passed to loss and weighted_metrics, it seems the resulting values will be same except for a scale/shift. \r\n\r\nSince in my example, the same weight was applied to every sample, the scali... | 2023-03-28T19:12:57 | 2023-03-30T00:53:02 | 2023-03-30T00:52:59 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.12.0-dev20221213
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.7.6
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"Hi @UnivexDont Thanks for reporting the issue.\r\n\r\nCan you please provide the steps you have followed in order to reproduce the issue?\r\n\r\nThanks.",
"> \r\n1. clone tensorflow \r\n2. cd tensorflow && ./configure Then notice me install Bazel.\r\n3. brew install bazel 5.3.0\r\n4. ./configure step by step The... | 2023-03-28T17:56:08 | 2023-03-31T09:31:34 | 2023-03-31T09:31:31 | NONE | null | null | null | Please go to Stack Overflow for help and support:
https://stackoverflow.com/questions/tagged/tensorflow
If you open a GitHub issue, here is our policy:
1. `bazel build --config=ios_arm64 -c opt --cxxopt=--std=c++17 \
//tensorflow/lite/ios:TensorFlowLiteC_framework
❯ bazel build --incompatible_run_shell_com... | {
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"TensorFlow not found using pip I think Tensorflow does not currently have support for Python 3.7 and if you have Python 3.7 currently installed this might be the cause of the error message Could not find a version that satisfies the requirement tensorflow (from versions: ) No matching distribution found for tensor... | 2023-03-28T17:40:33 | 2023-03-29T16:07:58 | 2023-03-29T15:00:51 | NONE | null | null | null | Please go to Stack Overflow for help and support:
https://stackoverflow.com/questions/tagged/tensorflow
If you open a GitHub issue, here is our policy:
1. It must be a bug, a feature request, or a significant problem with the
documentation (for small docs fixes please send a PR instead).
2. The form be... | {
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"Tensorflow Version\r\n2.13.0-dev20230208\r\npython 3.8 version\r\nOS : WSL\r\nCUDA/cuDNN version\r\n12.0/8.8.1.3\r\nNvidia RTX 2060 (6GB)\r\nimport tensorflow as tf\r\nimport numpy as np\r\nds = tf.data.Dataset.from_tensors([1]).repeat(-1)\r\ndef gen():\r\n for _ in ds:\r\n yield _\r\nds = tf.data.Dataset.from... | 2023-03-28T17:06:53 | 2023-04-06T05:35:18 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.13.0-dev20230208
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No re... | {
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"The **enable_v2_behavior()** function was introduced in TensorFlow 2.0 and is no longer needed in TensorFlow 2.0 and later versions.",
"enable_v2_behavior () is called or # 2) the TF2_BEHAVIOR=1 environment variable is set.",
"Hi @trickiwoo, I was able to replicate the issue using TF-nightly(2.13.0-dev2023020... | 2023-03-28T16:57:37 | 2023-07-14T19:42:37 | 2023-07-14T19:42:34 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.13.0-dev20230208
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No re... | {
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"Try this below\r\n\r\nimport tensorflow as tf\r\nimport numpy as np\r\n\r\ninit = np.random.rand(20).astype(np.float32) # Convert to float32\r\n\r\nresource = tf.Variable(init, dtype=tf.float32)\r\nresource_var = resource.handle\r\nindices = np.array([1, 3, 5], dtype=np.int32)\r\n\r\n# Make sure the updates tenso... | 2023-03-28T16:41:15 | 2024-02-10T01:46:11 | 2024-02-10T01:46:05 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.13.0-dev20230208
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No re... | {
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//tensorflow/python/tools:saved_model_cli_test
I've removed the hard coded string and changed it so that the default value from llvm is used... | {
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"@akuegel @cheshire Based on https://github.com/tensorflow/tensorflow/pull/60139#issuecomment-1486799319, I created this new PR.",
"@akuegel Possible to merge this now? Hopefully no more issues :)"
] | 2023-03-28T16:19:28 | 2023-03-29T22:46:27 | 2023-03-29T22:46:27 | CONTRIBUTOR | null | false | {
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BMM1 - BMM2
BMM1 - Scale - Bias - Mask - Softmax - BMM2
BMM1 - Scale - Bias - Mask - Softmax - Dropout - BMM2
BMM1 - Scale - Mask - Softmax - BMM2
BMM1 - Scale - Mask - Softmax - Dropout - BMM2
BMM1 - Softmax - Dropout - BMM2
This PR... | {
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"@sparrow84001 \r\nCould you please make sure to follow the instructions mentioned [here](https://www.tensorflow.org/install/pip#windows-wsl2) and check the [tested build configuration](https://www.tensorflow.org/install/source#gpu) as well. I was able to find the GPU. Please find the below screenshots for referenc... | 2023-03-28T16:13:32 | 2024-06-05T12:48:58 | null | NONE | null | null | null | I am using wsl2
GPU Quadro p1000
When installing TensorFlow 2.12 through pip and conda (https://www.tensorflow.org/install/pip) after installing that build was cpu (onednn) don't use cuda (cudnn) and the error said 1) Don't have cuda driver 2)Don't open tensorrt lib
I have tried 3 times but every time build cp... | {
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This PR disables TestCudnnConvInt8x32Bias which currently fails on SM 6.0 GPUs, such as P100. | {
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"@Giamy98 \r\nWe see that the issue [template]( https://github.com/tensorflow/tensorflow/issues/new/choose) has not been filled, could you please do so as it helps us analyze the issue [tf version, steps followed before you ran into this error or stand alone code/colab gist to reproduce the issue faced] and Could y... | 2023-03-28T11:27:53 | 2023-07-28T11:15:13 | 2023-07-28T11:15:11 | NONE | null | null | null | I have this error after installing Tensorflow, when I try to import it.
ImportError Traceback (most recent call last)
File ~\anaconda3\lib\site-packages\tensorflow\python\pywrap_tensorflow.py:62
61 try:
---> 62 from tensorflow.python._pywrap_tensorflow_internal import *
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"Hi @diogoff, I was able to replicate the issue in Colab using TF v2.1. Please find the gist [here](https://colab.sandbox.google.com/gist/synandi/7e784fe9c6f992441574968e3d9c153d/60140.ipynb).\r\n\r\nAs a workaround, if you don't want to keep the output of the LSTM layer at each timestep, you can set `return_sequen... | 2023-03-28T10:56:09 | 2023-04-03T08:46:05 | 2023-04-03T08:46:02 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.11.0
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 22.04 LTS on Windows WSL2
### Mobile device
_No response_
### Python version
... | {
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"@cheshire @akuegel Opened this new PR",
"> I attached comments to the places I had to adjust because of ClangTidy and Linter. It might be easier for you if you revert the revert PR, then you have all those fixes already and can add additional fixes for the build time issues on top.\r\n\r\nThe reopened PR seemed ... | 2023-03-28T08:44:45 | 2023-03-28T16:22:47 | 2023-03-28T16:22:47 | CONTRIBUTOR | null | false | {
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} | cuDNN currently supports the following patterns for Multi-headed attention:
BMM1 - BMM2
BMM1 - Scale - Bias - Mask - Softmax - BMM2
BMM1 - Scale - Bias - Mask - Softmax - Dropout - BMM2
BMM1 - Scale - Mask - Softmax - BMM2
BMM1 - Scale - Mask - Softmax - Dropout - BMM2
BMM1 - Softmax - Dropout - BMM2
This PR... | {
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"已收到，我会尽快回复你！\n ——刘劲字"
] | 2023-03-28T06:27:14 | 2023-05-01T16:26:11 | 2023-03-30T15:20:52 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-03-... | Fix typo in line 441. Change "wci_tensor->dims()" to "wcf_tensor->dims()".
Fixes https://github.com/tensorflow/tensorflow/issues/60114. | {
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"@eslam69 Thank you for reporting this issue!\r\nPlease feel free to raise a PR to fix this. Thank you!",
"Sorry about the miscommunication, but TensorFlow currently only suppoorts 3.8+, soon 3.9+.\r\n\r\nI'll update the doc-tools setup.py to make that clear.",
"Are you satisfied with the resolution of your iss... | 2023-03-28T06:03:15 | 2023-03-31T04:43:59 | 2023-03-30T20:15:43 | NONE | null | null | null | Currently, the TensorFlow documentation tools requires using the `dataclasses` module. However, the `dataclasses` module is not included in the standard library in Python 3.6 and earlier, which can cause compatibility issues for users of these versions of Python.
https://github.com/tensorflow/docs/blob/master/setup.py... | {
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"This specific issue is caused by `OpRegistrationData` type being defined as [struct OpRegistrationData](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/framework/op_def_builder.h#L67) but declared in failing translation unit as [class OpRegistrationData](https://github.com/tensorflow/tensorflo... | 2023-03-27T23:55:56 | 2023-04-25T03:04:35 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.12
### Custom Code
No
### OS Platform and Distribution
Microsoft Windows Server 2019 Datacenter
### Mobile device
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"Hi @James-Tipping ,\r\n\r\nThe API is working as intended.\r\n```\r\ntf.keras.utils.timeseries_dataset_from_array(\r\n data,\r\n targets,\r\n sequence_length,\r\n sequence_stride=1,\r\n sampling_rate=1,\r\n batch_size=128,\r\n shuffle=False,\r\n seed=None,\r\n start_index=None,\r\n en... | 2023-03-27T22:59:29 | 2023-05-19T01:55:15 | 2023-05-19T01:55:14 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Feature Request
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.10.0 (Tensorflow-macos)
### Custom Code
Yes
### OS Platform and Distribution
MacOS 13.2.1
### Mobile device... | {
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"@reedwm could you take a look?",
"> Please add a test.\r\n> \r\n> Also maybe move the amax logic to a new function\r\n\r\nThe following \"changing data type of C to BF16\" part is also in the body of F8ConvertD."
] | 2023-03-27T18:32:17 | 2023-04-08T03:02:50 | 2023-04-08T03:02:50 | CONTRIBUTOR | null | false | {
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"Have you tried using ResNet50V2 I got a similar issue when I ran your code but when I tried it with ResNet50V2 I did not get a memory leak\r\n\r\n```\r\nimport numpy as np\r\nimport psutil\r\nimport tensorflow as tf\r\n\r\n\r\nmodel = tf.keras.applications.ResNet50V2() # VGG19 seems to not leak.\r\n\r\n# tf.confi... | 2023-03-27T15:36:35 | 2024-06-11T13:45:03 | null | NONE | null | null | null | The following minimal example reproduces the memory leak I ran into. (No GPU, just CPU.)
`memleak.py`:
```python3
import numpy as np
import psutil
import tensorflow as tf
model = tf.keras.applications.ResNet50() # VGG19 seems to not leak.
# tf.config.threading.set_inter_op_parallelism_threads(0) and tf.... | {
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"Below is the specific screenshot when I ran the code\r\n\r\n",
"@Hongzhe12345,\r\nThere might be some network issues which downloading the file and also the shape mis-match which cannot be solved excep... | 2023-03-27T13:44:48 | 2023-04-12T01:53:30 | 2023-04-12T01:53:27 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.11
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04, Linux 5.4.0
### Mobile device
_No response_
### Python version
3.8
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"@cheshire, friendly ping :) Would you have some time to review this PR? Thank you!",
"Hi @cheshire Can you please review this PR ? Thank you!",
"TFTR @cheshire!"
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Fixes //tensorflow/compiler/xla:literal_test on Ubuntu... | {
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"@pfaeffli \r\nI tried to replicate the issue on the virtual linux machine using TFv2.12 but facing a different error. Please find the below screenshot for reference:\r\n\r\nCould you please provide deta... | 2023-03-27T07:54:29 | 2023-04-14T01:52:05 | 2023-04-14T01:52:03 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.9
### Custom Code
Yes
### OS Platform and Distribution
tensorflow/tensorflow:2.11.0
### Mobile device
_No response_... | {
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"Hi @megleo, \r\n\r\nHexagon is a specialized processor designed by Qualcomm for mobile devices. TensorFlow Lite supports Hexagon delegate, which can be used to accelerate the inference process on devices that do not support GPUs or have limited GPU capabilities. Please refer to this document on [Hexagon Delegate](... | 2023-03-27T07:09:29 | 2023-04-14T01:52:05 | 2023-04-14T01:52:05 | NONE | null | null | null | **System information**
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Android 10
- TensorFlow installed from (source or binary): source
- TensorFlow version (or github SHA if from source):2.9.2
**GPU is not supported on qualcomm adreno 702 GPU device.
On qualcomm adreno 702 GPU device,[ the ten... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60126 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60126/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60126/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60126/events | https://github.com/tensorflow/tensorflow/issues/60126 | 1,641,368,793 | I_kwDOArmXAs5h1UzZ | 60,126 | Build failure - stablehlo "File name too long" | {
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"CC: @joker-eph ",
"`/home/uday/.cache/bazel/_bazel_uday/77f8878d03275bdd27457b5be533415a/external/stablehlo/temp12753699981416543916: /home/uday/.cache/bazel/_bazel_uday/77f8878d03275bdd27457b5be533415a/external/stablehlo/stablehlo/testdata/vmap_dot_general_batch_dimensions_lhs_float32_8_4_3_3_4__rhs_float32_4_8... | 2023-03-27T04:56:52 | 2023-07-24T09:25:12 | null | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
git 1dce1ddd62b4d9f7434bffa347defe0ad286bfab Mar 26
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 22.04.... | {
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"Hi @0-chan-kor \r\n\r\nCan you please elaborate about your feature and please specify the use cases for this feature. Also provide few samples where int4 is used in kernels.\r\n\r\nThanks!",
"@pjpratik Thank you for answer.\r\n\r\nIn order to speed up various vision models (detection, landmark, segmentation, etc... | 2023-03-27T04:39:12 | 2023-07-27T20:46:27 | null | NONE | null | null | null | Hi, all.
Since it is an inquiry rather than an issue, I will not write a template.
Looking at the kernel side code of tflite, I saw that int4 for filter is supported in several op kernels; conv2d, depthwise-conv2d, fully-connected.
Could you tell me if there are plans to support int4 quantization in the tflite c... | {
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"Related: [#57714](https://github.com/tensorflow/tensorflow/issues/57714)",
"@SuryanarayanaY \r\nI was able to reproduce the issue on colab using TF2.12 and tf-nightly-2.13.0-dev20230328. Please find the gist of [2.12](https://colab.research.google.com/gist/tiruk007/0f943cabe45e4fefea259388f975107b/untitled172.ip... | 2023-03-27T03:25:37 | 2024-02-14T01:47:28 | 2024-02-14T01:47:25 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.13.0-dev20230208
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No re... | {
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"Hi @trickiwoo\r\nThank you for reporting the issue! \r\nI was able to replicate the issue using the latest tf-nightly(2.13.0.dev20230327). Please find the screenshot below.\r\n\r\nWe are investigating thi... | 2023-03-27T03:11:54 | 2024-02-10T01:46:15 | 2024-02-10T01:46:07 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.13.0-dev20230208
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No re... | {
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"Related: #60121 ",
"@trickiwoo This issue is related to security vulnerabilities which need to be reported [here](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md#reporting-vulnerabilities). Could you please refer to this [comment](https://github.com/tensorflow/tensorflow/issues/60121#issuecommen... | 2023-03-27T03:00:03 | 2023-04-12T06:58:27 | 2023-04-12T01:53:29 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.13.0-dev20230208
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No re... | {
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"https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md#reporting-vulnerabilities\r\n\r\n(if you want to be credited in advisories and Google VRP board)\r\n\r\nAlso, responsible disclosure.",
"@sachinprasadhs,\r\nI was able to reproduce the issue on tensorflow v2.11, v2.12 and tf-nightly. Kindly find th... | 2023-03-27T02:53:54 | 2023-04-03T00:24:06 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.13.0-dev20230208
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.9
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"I'd like to help work on this issue.",
"Hi @p3achyjr ,\r\n\r\nPlease find the source code for TensorSlice below for reference.\r\n\r\nhttps://github.com/tensorflow/tensorflow/blob/877805a728950a5527ed40ea82ee15b17449e49c/tensorflow/core/framework/tensor.cc#L1023-L1043",
"It looks ok to me at first glance? It l... | 2023-03-27T02:11:19 | 2023-05-02T17:41:33 | 2023-05-02T17:41:30 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.11.0
### Custom Code
Yes
### OS Platform and Distribution
Debian GNU/Linux 10
### Mobile device
_No response_
### Python version
3.9
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"```\r\nfrom scipy.signal import hilbert\r\nimport tensorflow as tf\r\nimport numpy as np\r\n\r\ndef is_complex(x):\r\n return x.dtype == tf.complex64 or x.dtype == tf.complex128\r\n\r\ndef highpass_filter(x, N=None, axis=-1):\r\n x = tf.convert_to_tensor(x)\r\n if is_complex(x):\r\n raise ValueErro... | 2023-03-26T13:55:00 | 2023-03-29T14:29:25 | 2023-03-29T14:25:26 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.8
### Custom Code
Yes
### OS Platform and Distribution
Windows 10
### Mobile device
_No response_
### Python version
3.9
### Bazel ve... | {
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"If you need to use a more recent version of protobuf than the one provided by tensorflow-macos, you can try installing it separately and then setting the **PROTOCOL_BUFFERS_PYTHON_IMPLEMENTATION** environment variable to **python** before importing tensorflow.",
"@MuppetJack Thank you for raising an issue!\r\nBe... | 2023-03-26T13:01:51 | 2023-03-29T14:22:09 | 2023-03-29T14:22:06 | NONE | null | null | null | I am using tensorflow-macos and it is raising an issue with protobuf 4.22 compatibility. I need that more recent version of protobuf for other Python libraries.
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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/60117/checks?check_run_... | 2023-03-26T05:08:37 | 2023-06-15T10:49:54 | 2023-03-26T14:32:47 | NONE | spam | false | {
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"@HripsimeS,\r\nLooks like this is a duplicate of the issue [#60087](https://github.com/tensorflow/tensorflow/issues/60087). Could you please close this issue, since it is already being tracked there? Thank you!\r\n\r\n"
] | 2023-03-26T04:06:41 | 2023-03-27T07:11:50 | 2023-03-27T07:11:50 | NONE | null | null | null | Hello. I am using the following notebook to train my dataset with efficientdet-lite0 model.
https://www.tensorflow.org/lite/models/modify/model_maker/object_detection
I see for each epoch we get the information of training loss "loss" and validation loss "val_loss". I would like to plot them on the same graph if po... | {
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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/60115\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-03-25T23:42:07 | 2023-10-03T21:32:23 | 2023-06-12T18:16:31 | 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)**: Linux x86 & ARM
- **Mobile device (e.g. iPhone 8, Pixel 2, Samsung Galaxy) if the issue
happens on a mobile ... | {
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"Hey @zsoltszakaly , \r\n\r\nYep, this is clearly a typo. I have fixed it locally but don't seem to have push access to create a branch. \r\n@synandi @sushreebarsa How do I go about this\r\n",
"Hi @zsoltszakaly,\r\nThank you for reporting the issue! I have raised a PR. The issue will move to closed status once th... | 2023-03-25T17:57:46 | 2023-03-30T15:20:56 | 2023-03-30T15:20:53 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf2.11
### Custom Code
Yes
### OS Platform and Distribution
Linux Debian 10
### Mobile device
N/A
### Python version
N/A
### Bazel version
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