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"@dmc1778,\r\nI was able to reproduce the issue on colab using TF v2.12, 2.13, tf-nightly. Please find the attached [gist](https://colab.research.google.com/gist/tilakrayal/3ce29b1cd34526d06a3ebd1a718519c0/untitled1322.ipynb). \r\n\r\nSince Segmentation faults can be considered as potential security vulnerabilities... | 2023-08-15T01:37:14 | 2023-09-20T18:17:02 | 2023-09-01T01:48:33 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
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"Hi @dmc1778 , \r\n\r\nI have replicated the reported behaviour with Tf2.10v. However when I have tested the same code with Tf2.12v and tf-nightly code executed successfully. Please refer to attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/ce477500dc8b53b2f48572cd3edea3c1/61574_2-12v_nightly_2-1... | 2023-08-15T01:34:29 | 2023-08-16T07:19:20 | 2023-08-16T07:19:17 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.10.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
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"@dmc1778 I was able to run the code successfully on colab using TF v2.11, 2.13 and tf-nightly. Please find the attached gist [here](https://colab.research.google.com/gist/sushreebarsa/407ab1c9b9756832e3f2589f08fecdec/61573.ipynb) and confirm the same?\r\nThank you!",
"Are you satisfied with the resolution of you... | 2023-08-15T01:32:49 | 2023-08-18T13:47:17 | 2023-08-18T13:47:15 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.10.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
_No... | {
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"Hi @dmc1778,\r\n\r\nI was able to reproduce the issue on colab using TF v2.13. Please find the attached [gist](https://colab.research.google.com/gist/Varsha-anjanappa/d8d876886edecdc29309f7465e0defa3/61572.ipynb).\r\nSince Segmentation faults can be considered as potential security vulnerabilities please read [SEC... | 2023-08-15T01:29:57 | 2023-09-20T18:16:54 | 2023-09-02T01:46:12 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No respo... | {
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"@dmc1778,\r\nI was able to reproduce the issue on colab using TF v2.12, 2.13, tf-nightly. Please find the attached [gist](https://colab.research.google.com/gist/tilakrayal/4bd91e6432216f32cfe67a1f2de921d8/untitled1323.ipynb). \r\n\r\nSince Segmentation faults can be considered as potential security vulnerabilities... | 2023-08-15T01:27:36 | 2024-01-18T08:47:56 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No respo... | {
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"@dmc1778 ,\r\n\r\nI have tested the code with tf-nightly(2.15.0-dev20230813) and it fails with **segmentation fault**. Attached logs below for reference.\r\n\r\n```\r\n(tf2.13) suryanarayanay@surya-ubuntu20:~$ python 61570_vm.py\r\n2023-08-16 06:32:05.242433: E tensorflow/compiler/xla/stream_executor/cuda/cuda_dnn... | 2023-08-15T01:25:50 | 2023-09-20T18:16:38 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
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"@dmc1778 I was able to reproduce the issue on colab using TF v2.11, 2.13, tf-nightly. Please find the attached [gist](https://colab.research.google.com/gist/sushreebarsa/9eabdac05e8baa8fe2b0dbdd04cd5f42/61568.ipynb#scrollTo=a77bz9T0wS_w). \r\nSince Segmentation faults can be considered as potential security vulner... | 2023-08-14T23:47:30 | 2023-09-20T18:16:26 | 2023-09-01T01:48:37 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No respon... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/61567 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/61567/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/61567/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/61567/events | https://github.com/tensorflow/tensorflow/issues/61567 | 1,850,713,084 | I_kwDOArmXAs5uT6P8 | 61,567 | Abort when running tensorflow.python.ops.gen_array_ops.mirror_pad_grad | {
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"Hi @dmc1778 ,\r\n\r\nI have tested the code with tf version 2.12 and tf-nightly and its working fine by raising exception. Please refer attached [gist](https://colab.research.google.com/gist/Varsha-anjanappa/529d41b5170fb6aed82e51302d02a3f1/61567.ipynb).\r\n\r\nPlease report the security related issues through pro... | 2023-08-14T23:40:39 | 2023-08-16T07:17:47 | 2023-08-16T07:17:45 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.10.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
_No... | {
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"@dmc1778,\r\nI tried to execute the mentioned code with tf-nightly and it was executed without the crash. Kindly find the gist [here](https://colab.research.google.com/gist/tilakrayal/2f3936290af09aeb21035c6b0f540429/61566.ipynb). Also most of the bugs will be resolved in the latest version. Thank you!",
"Are yo... | 2023-08-14T23:38:01 | 2023-08-18T13:49:41 | 2023-08-18T13:49:39 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.10.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
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"Hi @akhilgoe Can you please rebase your branch and resolve conflicts? Thank you!",
"Hi @gbaned...the conflicts have been resolved. Thanks!",
"Hi @akhilgoe Can you please check @d0k's comments and keep us posted ? Thank you!",
"Hi @penpornk, could you help to review/merge this PR?",
"Hi @akhilgoe Can you pl... | 2023-08-14T23:28:35 | 2023-12-06T13:03:31 | 2023-12-06T13:03:31 | CONTRIBUTOR | null | false | {
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} | This PR enables OneDNN library call for the matched XLA HLO Layer Norm pattern through custom_call instruction. In particular, this PR adds:
1. oneDNN ops rewriter pass that will rewrite custom oneDNN ops like Layer Norm and Softmax. Currently, this pass is located before the BF16 all-reduce to F32 promotion.
2. La... | {
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"Hi @dmc1778 ,\r\n\r\nI have tested the code with tf-nightly and its working fine by raising exception.Please refer attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/4682c5d6b95fc981565ed6f26a05d83d/61564_nightly.ipynb).\r\n\r\nSince the issue is already fixed in tf-nightly it's unlikely to cherr... | 2023-08-14T23:16:28 | 2023-08-16T07:18:40 | 2023-08-16T07:18:38 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.10.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
_No... | {
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"\r\n@dmc1778 I was able to reproduce the issue on colab using TF v2.11, 2.13, tf-nightly. Please find the attached [gist](https://colab.research.google.com/gist/sushreebarsa/ece164b3f6b17b41b24ff674bb62eb04/61563.ipynb\r\n). \r\nSince Segmentation faults can be considered as potential security vulnerabilities plea... | 2023-08-14T23:12:57 | 2023-09-20T18:16:13 | 2023-09-01T01:48:39 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No respon... | {
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"On 2.13.0:\r\n\r\n```\r\n2023-08-17 23:45:41.957299: I tensorflow/core/platform/cpu_feature_guard.cc:182] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\r\nTo enable the following instructions: AVX2 FMA, in other operations, rebuild TensorFlow with the app... | 2023-08-14T23:10:46 | 2023-09-20T18:16:01 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
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"Please always test with the latest version. Testing with versions from last year cause needless work as people now have to spend time to reproduce issues in nightly/last release.",
"@dmc1778 ,\r\nI tried to execute the mentioned code on tf-nightly and it was executed without any abort. Kindly find the gist of it... | 2023-08-14T23:08:43 | 2023-08-18T13:49:31 | 2023-08-18T13:49:29 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.10.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
_No... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/61560 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/61560/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/61560/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/61560/events | https://github.com/tensorflow/tensorflow/issues/61560 | 1,850,678,623 | I_kwDOArmXAs5uTx1f | 61,560 | Crash when running tensorflow.python.ops.gen_math_ops._histogram_fixed_width | {
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"Hi @dmc1778 ,\r\n\r\nI have tested the code with tf-nightly and it fails with **segmentation fault**. Attached logs below for reference.\r\n\r\n```\r\n(tf2.13) suryanarayanay@surya-ubuntu20:~$ python 61560_nightly.py \r\n2023-08-16 06:45:11.299878: E tensorflow/compiler/xla/stream_executor/cuda/cuda_dnn.cc:9498] U... | 2023-08-14T23:03:24 | 2023-09-20T18:15:50 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
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"Please always test with the latest version. Testing with versions from last year cause needless work as people now have to spend time to reproduce issues in nightly/last release.",
"@dmc1778 I was able to run the provided code successfully in the latest TF version 2.13 and tf-nightly. Could you please have a loo... | 2023-08-14T23:00:54 | 2023-08-18T13:49:48 | 2023-08-18T13:49:46 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.10.0
### Custom code
No
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
_No ... | {
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"> Please always test with the latest version. Testing with versions from last year cause needless work as people now have to spend ... | 2023-08-14T22:25:16 | 2023-09-20T18:15:35 | 2023-09-02T01:46:14 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
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"> Please always test with the latest version. Testing with versions from last year cause needless work as people now have to spend ... | 2023-08-14T22:16:47 | 2023-09-20T18:15:23 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
No
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
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"Please always test with the latest version. Testing with versions from last year cause needless work as people now have to spend time to reproduce issues in nightly/last release.",
"Hi @dmc1778 ,\r\n\r\nThe tested function not exists in latest version(2.13v) or in tf-nightly. Please refer attached [gist](https:/... | 2023-08-14T22:11:39 | 2023-08-18T13:46:58 | 2023-08-18T13:46:55 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.10.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No respon... | {
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"Please always test with the latest version. Testing with versions from last year cause needless work as people now have to spend time to reproduce issues in nightly/last release.",
"@dmc1778 This issue is replicating in TF v2.11, 2.13 and tf-nightly as well. Could you please have a look at [this](https://colab.r... | 2023-08-14T21:19:25 | 2023-09-20T18:18:55 | 2023-09-01T01:48:41 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
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"Hi @dmc1778,\r\n\r\nI have tested the code with tf version 2.12 and tf-nightly and its working fine by raising exception.Please refer attached\r\n[gist](https://colab.sandbox.google.com/gist/Varsha-anjanappa/0771e994f9d2c17c501a661b9e302c74/61554.ipynb) here.\r\nSince Segmentation faults can be considered as poten... | 2023-08-14T21:16:23 | 2023-08-18T03:15:28 | 2023-08-18T03:15:25 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.11.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
_No... | {
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} | This PR enables OneDNN library call for the matched XLA HLO Layer Norm pattern through custom_call instruction. In particular, this PR adds:
1. oneDNN ops rewriter pass that will rewrite custom oneDNN ops like Layer Norm and Softmax. Currently, this pass is located before the BF16 all-reduce to F32 promotion.
2. La... | {
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"@edwardyehuang,\r\nCould you please provide the complete standalone code to reproduce the issue and it helps us to analyse the issue in an effective way. Thank you!",
"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.",
"> @edw... | 2023-08-14T19:17:35 | 2023-09-12T01:46:54 | 2023-09-12T01:46:51 | CONTRIBUTOR | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf.2.11
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
### GCC/co... | {
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"Hi @naruto-raj ,\r\n\r\nThanks for reaching out. I tried building and training a CNN model with TF prebuilt binary of 2.12v with Protobuf 4.24.0 version but the code executes fine with no such segmentation problem as reported. Please refer to attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/2a5... | 2023-08-14T08:04:11 | 2023-08-31T07:21:21 | null | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
TF 2.12
### Custom code
No
### OS platform and distribution
Linux,Ubuntu
### Mobile device
_No response_
### Python version
3.8
### Bazel version
_No response_
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"@TimLai666 While reproducing the issue, I have faced the following outcome as a warning so could you use the latest version;\r\n```\r\nWARNING:absl:Found untraced functions such as _update_step_xla while saving (showing 1 of 1). These functions will not be directly callable after loading.\r\n```\r\nPlease find the... | 2023-08-14T07:51:15 | 2023-09-01T01:48:59 | 2023-09-01T01:48:42 | 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
Windows 11 22h2
### Mobile device
_No response_
### Python version
3.11
### Bazel version
_No response_
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"The training code used comes from github(https://github.com/tensorflow/models/tree/v2.11.0)",
"From the output you have provided, it does not look like a random convergence.\r\n\r\nAlso, as per the ResNet training with vanilla settings with a batch size of 4096 and 90 epochs, the benchmark result is what you are... | 2023-08-14T03:02:13 | 2024-01-09T06:02:00 | null | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf2.11
### Custom code
Yes
### OS platform and distribution
centos7.6
### Mobile device
_No response_
### Python version
3.7、3.8、3,。9
### Bazel version
5.3.0
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"Any help is appreciated \r\n\r\n@vatsalkachhia @SuryanarayanaY @tilakrayal @sun1638650145 @pjpratik ",
"found the issue\r\n\r\nit requires python 3.8",
"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/vie... | 2023-08-13T21:34:43 | 2023-08-13T23:03:11 | 2023-08-13T23:03:09 | NONE | null | null | null | I need to install TensorFlow 2.2.0
why? because this repo (https://github.com/GantMan/nsfw_model) is requesting it and now matter what I tried can't make it work with newer TensorFlows
How can I install TensorFlow 2.2.0 on Windows 10 and Python 3.10?
The error I am getting is and I am not able to fix it
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"Hi @dmc1778 ,\r\n\r\nI have replicated the issue with Tf2.13 and tf-nightly as well and got `Segmentation fault (core dumped)` as reported\r\nAttached logs below for reference.\r\n\r\n```\r\n(tf2.13) suryanarayanay@surya-ubuntu20:~$ python 61547_vm.py \r\n2023-08-14 04:44:45.094907: I tensorflow/core/platform/cpu_... | 2023-08-13T06:20:08 | 2023-09-20T18:18:46 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
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"@dmc1778 I tried the issue in colab with tf-nightly version and faced the following outcome;\r\n```\r\nWARNING:tensorflow:From /usr/local/lib/python3.10/dist-packages/tensorflow/python/ops/distributions/distribution.py:259: ReparameterizationType.__init__ (from tensorflow.python.ops.distributions.distribution) is ... | 2023-08-13T06:13:49 | 2023-09-19T01:58:51 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.11.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
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"@dmc1778 I was able to reproduce the issue on colab using TF v2.11, 2.13, tf-nightly. Please find the attached [gist](https://colab.research.google.com/gist/sushreebarsa/e6b3d4ed44288db60f61f0572f616591/61545.ipynb). \r\nSince Segmentation faults can be considered as potential security vulnerabilities please read ... | 2023-08-13T06:11:17 | 2023-08-29T01:47:22 | 2023-08-29T01:47:20 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.11.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
_No... | {
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"@dmc1778 After executing the code for multiple times as well, I was not able to replicate the issue reported. I have faced the error instead as below;\r\n```\r\nError:{{function_node __wrapped__SparseSplit_num_split_2_device_/job:localhost/replica:0/task:0/device:CPU:0}} Expected a non-negative size, got -11 [Op:S... | 2023-08-13T06:08:12 | 2023-08-22T07:42:26 | 2023-08-22T07:42:24 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.11.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
_No... | {
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"Hi @dmc1778 ,\r\n\r\nThe issue seems resolved already from TF2.12 onwards. I have tested the code and its raising intended error without abort in Tf2.12 and tf-nightly as well.Please refer attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/8e096b58e03a15983accd675cbe9a9a2/61543_2-12_nightly_2-11.... | 2023-08-13T05:59:59 | 2023-08-22T07:42:49 | 2023-08-22T07:42:46 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.11.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
_N... | {
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"@dmc1778 In TF v2.13 the session is crashing and in tf-nightly the session is not getting aborted. Could you please have a look at this [gist](https://colab.research.google.com/gist/sushreebarsa/c95f2b92e141f1fd7ba231149bce4780/61542.ipynb) and confirm?\r\nThank you!",
"> @dmc1778 In TF v2.13 the session is cras... | 2023-08-13T05:22:51 | 2023-08-18T09:14:31 | 2023-08-18T09:14:28 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.11.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
_No... | {
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"@mihaimaruseac @sachinprasadhs any update on this?",
"This is just a bug, unless you further analyze this to prove a security impact"
] | 2023-08-13T04:45:46 | 2023-09-14T20:52:28 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.11.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
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"@dmc1778 I wasn't able to replicate the issue, please find the [gist](https://colab.research.google.com/gist/sushreebarsa/5d51f0d6ce748160e74ad55f9f1790a8/61540.ipynb) here. \r\nThe result is as follows which is intended;\r\n```\r\nError:{{function_node __wrapped__DepthToSpace_device_/job:localhost/replica:0/task... | 2023-08-13T04:24:35 | 2023-09-11T06:13:47 | 2023-09-01T01:48:44 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.11.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
_No... | {
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"Hi @dmc1778 ,\r\n\r\nI tried to replicate the reported behaviour but for me it's working fine and code execution is success.Its working fine with Tf2.11 and tf-nightly as well. Ran the code multiple times and no error. Please refer to attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/839aab2129c... | 2023-08-13T04:15:00 | 2023-08-22T07:42:38 | 2023-08-22T07:42:35 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.11.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
_N... | {
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"@SuryanarayanaY I was able to replicate the issue on colab, could you please have a look at this [gist](https://colab.research.google.com/gist/sushreebarsa/d3670f02ad6199f9d77d97834909dc5a/61538.ipynb). Thank you!",
"@dmc1778 ,\r\n\r\nI am able to replicate the reported behaviour with tf-nightly.\r\n\r\n```\r\n... | 2023-08-13T04:11:20 | 2023-09-20T18:19:09 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No respo... | {
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"@dmc1778 I was able to replicate this issue on colab, please find the [gist](https://colab.research.google.com/gist/sushreebarsa/bf40e78a80ac6c76f2c10caeaa83837e/61537.ipynb) here. Could you report this issue through the proper channel as mentioned in [SECURITY.md](https://github.com/tensorflow/tensorflow/blob/ma... | 2023-08-13T03:08:38 | 2023-09-20T18:19:18 | 2023-09-01T01:48:46 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No respo... | {
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"@dmc1778 I was able to run the code successfully using TF v2.11, 2.13 and tf-nightly as well. Could you please have a look at this [gist](https://colab.research.google.com/gist/sushreebarsa/1b475de59ee1a050f03d406e1c0c2525/61536.ipynb) and confirm the same?\r\nThank you! ",
"This issue is stale because it has be... | 2023-08-13T03:05:27 | 2023-08-22T07:42:12 | 2023-08-22T07:42:09 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.11.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
_No... | {
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"Hi @dmc1778 ,\r\n\r\nThe issue seems fixed already in tf-nightly(2.15.0-dev20230813).\r\n\r\nI ran the code multiple runs and every time it is raising intended error without any check fail. Attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/9627a70359bd02f60d0d7c3be03e88f1/61535_nightly.ipynb#scr... | 2023-08-12T20:10:54 | 2023-08-22T07:42:06 | 2023-08-22T07:42:04 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.11.0
### Custom code
No
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
_No ... | {
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"@dmc1778 I was able to run the code successfully using TF v2.11, 2.13 and tf-nightly. Could you please have a look at this [gist](https://colab.research.google.com/gist/sushreebarsa/48f980b8e884f3fdc57d982f337f5438/61534.ipynb). Thank you!",
"This issue is stale because it has been open for 7 days with no activ... | 2023-08-12T19:32:57 | 2023-08-22T07:41:55 | 2023-08-22T07:41:52 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.11.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
_No... | {
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"@dmc1778 I was able to replicate this issue on colab, please find the attached [gist](https://colab.research.google.com/gist/sushreebarsa/c69fc9c0cde97f7378518fc5ee8fe8ab/61533.ipynb) here. \r\nSince Segmentation faults can be considered as potential security vulnerabilities please read [SECURITY.md](https://gith... | 2023-08-12T19:28:30 | 2023-09-20T18:19:27 | 2023-08-29T01:47:22 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
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https://api.github.com/repos/tensorflow/tensorflow/issues/61532 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/61532/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/61532/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/61532/events | https://github.com/tensorflow/tensorflow/issues/61532 | 1,848,171,084 | I_kwDOArmXAs5uKNpM | 61,532 | segmentation fault when running tensorflow.python.eager.context.add_function | {
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"@dmc1778 I was able to replicate the issue on colab using TF v2.11, 2.13 and tf-nightly, please find the error log as below;\r\n```\r\n\r\n\r\nAug 14, 2023, 8:24:58 PM | WARNING | WARNING:root:kernel e2934124-9e47-46b5-b3bd-6324982ca4e7 restarted\r\n-- | -- | --\r\nAug 14, 2023, 8:24:58 PM | INFO | KernelRestarter... | 2023-08-12T18:32:22 | 2023-09-20T18:19:35 | 2023-08-29T01:47:24 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
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https://api.github.com/repos/tensorflow/tensorflow/issues/61531 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/61531/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/61531/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/61531/events | https://github.com/tensorflow/tensorflow/issues/61531 | 1,848,146,075 | I_kwDOArmXAs5uKHib | 61,531 | Segmentation fault when running tensorflow.python.framework.kernels.get_registered_kernels_for_op | {
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"@dmc1778 ,\r\n\r\nI have replicated the behaviour in tf-nightly and got segmentation fault. Attaching logs below for reference.\r\n\r\n```\r\n(tf2.13) suryanarayanay@surya-ubuntu20:~$ python 61531_nightly.py \r\n2023-08-14 07:07:51.716502: E tensorflow/compiler/xla/stream_executor/cuda/cuda_dnn.cc:9498] Unable to ... | 2023-08-12T17:41:26 | 2023-09-19T01:59:46 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.11.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
_No... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/61530 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/61530/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/61530/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/61530/events | https://github.com/tensorflow/tensorflow/issues/61530 | 1,848,121,652 | I_kwDOArmXAs5uKBk0 | 61,530 | Abort when running tensorflow.python.ops.array_ops.quantize_and_dequantize_v2 | {
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"@SuryanarayanaY I was able to replicate the issue reported here in [this](https://colab.research.google.com/gist/sushreebarsa/60141b6c105e378fec90b70be9cca633/untitled823.ipynb#scrollTo=l9Ywbr3SL-Hn) gist. Thank you! ",
"> @SuryanarayanaY I was able to replicate the issue reported here in [this](https://colab.re... | 2023-08-12T16:55:59 | 2024-02-27T16:38:04 | 2024-02-23T00:51:49 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
22.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No respon... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/61529 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/61529/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/61529/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/61529/events | https://github.com/tensorflow/tensorflow/issues/61529 | 1,847,873,342 | I_kwDOArmXAs5uJE8- | 61,529 | quantized range of fake_quant_with_min_max_args is -2**num_bits + 1 to 2 ** num_bits. | {
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"@bfs18 I was able ti run the code successfully using colab, could you please have a look at this [gist](https://colab.research.google.com/gist/sushreebarsa/f3a5afe835c60b19c7ae22bbe4da783b/61529.ipynb#scrollTo=XJRwhkCxST9R) and confirm the outcome?\r\nThank you!",
"> \r\n\r\nHi @sushreebarsa , the result is the ... | 2023-08-12T09:04:02 | 2023-08-29T20:54:15 | 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
ubuntu 22.04
### Mobile device
_No response_
### Python version
_No response_
### Bazel ve... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/61528 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/61528/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/61528/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/61528/events | https://github.com/tensorflow/tensorflow/pull/61528 | 1,847,327,865 | PR_kwDOArmXAs5XwOgg | 61,528 | Support for asynchronous execution in TensorFlow DLPack interface | {
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"I believe you are fundamentally misunderstanding the original issue in #61420. They are not looking for an example network, and I doubt using python async mechanisms will address the issue. It has to do with the internal workings of `tensorflow.experimental.dlpack.to_dlpack` and `tensorflow.experimental.dlpack.f... | 2023-08-11T19:34:30 | 2023-08-16T18:02:36 | 2023-08-16T18:02:33 | NONE | null | false | {
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} | This pull request addresses the issue #61504 and adds the following functions:
Asynchronous processing: The code uses multiprocessing to asynchronously process the input tensors. This allows the code to process multiple tensors in parallel, which can improve the performance of the code.
Error handling: The code h... | {
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"Hi @weihanmines Can you please rebase your branch and resolve conflicts? Thank you!",
"> Hi @weihanmines Can you please rebase your branch and resolve conflicts? Thank you!\r\n\r\nyes, I will.",
"> Hi @weihanmines Can you please rebase your branch and resolve conflicts? Thank you!\r\n\r\nrebased."
] | 2023-08-11T19:28:17 | 2023-09-27T10:19:48 | 2023-09-27T10:19:47 | CONTRIBUTOR | null | false | {
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"@ndeepesh,\r\nCould you please provide the complete standalone code to reproduce the issue and it helps us to analyse the issue in an effective way. Thank you!",
"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 @tilakra... | 2023-08-11T18:32:31 | 2023-09-13T01:47:37 | 2023-09-13T01:47:35 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
TF 2.11, TF 2.4
### Custom code
No
### OS platform and distribution
Red Had
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No response_
### GCC/compi... | {
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"Hi @cpodczerwinski ,\r\n\r\nCould you please submit minimal reproducible code snippet here. Thanks!\r\n ",
"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 issue was closed because it has been inactive for 7 days sinc... | 2023-08-11T17:32:02 | 2023-08-29T01:47:31 | 2023-08-29T01:47:25 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.13
### Custom code
No
### OS platform and distribution
Windows 11
### Mobile device
_No response_
### Python version
3.11.3
### Bazel version
N/A
### GCC/compiler version
N/A
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"@mattbarrett98 I tried to replicate the issue and faced the output as follows;\r\nFirstly when calling numpy();\r\n```\r\n1.753767936\r\n2.954133504\r\n```\r\nSecondly when calling the numpy() on a model variable;\r\n```\r\n2.958012416\r\n2.958012416\r\n```\r\nPlease find the attached [gist](https://colab.research... | 2023-08-11T15:09:17 | 2023-08-30T10:10:40 | 2023-08-30T10:10:38 | NONE | null | null | null | ### Issue type
Performance
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.12.0
### 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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"@RohanEmpire Please have a look at the [model conversion overview](https://www.tensorflow.org/lite/models/convert) of TFlite to know how to convert TF models to TFlite ones. This [guide](https://www.tensorflow.org/lite/inference_with_metadata/lite_support) also describes well on the processing of inputs and output... | 2023-08-11T14:02:25 | 2023-08-29T01:47:34 | 2023-08-29T01:47:27 | NONE | null | null | null | I took a pretrained model (SSD MobileNet 320x320) for object detection from the TensorFlow Zoo and configured/tuned it according to my data. I trained a TensorFlow model which detects 2 labels.
I have used the latest checkpoint to save the model, then froze it, and finally performed TF Lite conversion. I did this be... | {
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"The Py+CPP Test Suite failure cannot be related to this PR."
] | 2023-08-11T10:36:53 | 2023-08-15T08:32:29 | 2023-08-14T19:56:38 | CONTRIBUTOR | null | false | {
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"Hi @kuangzy2011 \r\n\r\nThe tflite-runtime has a fraction the size of the full tensorflow package and includes the bare minimum code required to run inferences. \r\n\r\nTo resolve the custom operators, we need to define own custom implementation of an unsupported TensorFlow operator in TensorFlow Lite.\r\n\r\nWe n... | 2023-08-11T09:46:28 | 2023-10-27T08:40:10 | 2023-09-12T13:29:47 | NONE | null | null | null | **System information**
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Ubuntu 20.04
- TensorFlow installed from (source or binary): source
- TensorFlow version (or github SHA if from source): 2.13.0
**Provide the text output from tflite_convert**
I did some test with pointnet++(https://github.com/c... | {
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"@JinJiefeng,\r\nI tried to execute the mentioned code on latest tensorflow v2.15 and observed that the output for both [GPU](https://colab.research.google.com/gist/tilakrayal/a56345f3301d4a0b4c357c38e21c6e67/untitled1872.ipynb) and [CPU](https://colab.research.google.com/gist/tilakrayal/6953a05fcd5d76f12a689787d29... | 2023-08-11T07:59:42 | 2024-05-11T05:50:33 | 2024-05-11T01:48:15 | NONE | null | null | null | ### Issue type
Performance
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
v2.13.0-rc2-7-g1cb1a030a62 2.13.0
### Custom code
No
### OS platform and distribution
20.04.1-Ubuntu
### Mobile device
_No response_
### Python versio... | {
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Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
tf 2.13
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.10.12
### Bazel ver... | {
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Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.8
### Custom code
No
### OS platform and distribution
Windows
### Mobile device
na
### Python version
3.8
### Bazel version
na
### GCC/compiler version
?
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"Hi @Ferev Can you please review this PR ? Thank you!",
"Hi @Ferev Can you please review this PR ? Thank you!",
"Hi @Ferev Can you please review this PR ? Thank you!",
"Hi @Ferev Can you please review this PR ? Thank you!",
"Hi @Ferev Can you please review this PR ? Thank you!",
"Hi @Ferev Can you please ... | 2023-08-10T17:02:53 | 2024-01-05T22:47:03 | 2024-01-05T22:46:33 | CONTRIBUTOR | null | false | {
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} | The link to the colab notebook about training is broken and it is now updated with `train.py` in the hello world example.
Thanks. | {
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"@marcmk6,\r\n\r\nGroups windows of elements by key and reduces them.\r\n\r\nThis transformation maps each consecutive element in a dataset to a key using `key_func` and groups the elements by key. It then applies reduce_func to at most `window_size_func(key)` elements matching the same key. All except the final wi... | 2023-08-10T15:24:14 | 2023-12-09T01:48:31 | 2023-12-09T01:48:28 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
tf-nightly 2.15.0.dev20230810
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No re... | {
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"Hi @Chris0215 \r\n\r\nThe examples covering other on-device training use cases is on roadmap.\r\n\r\nOn Android, TensorFlow Lite on-device training can be performed using either Java or C++ APIs. The train function can be invoked using TensorFlow Lite’s [runSignature](https://colab.research.google.com/github/tenso... | 2023-08-10T07:53:12 | 2023-08-29T01:47:29 | 2023-08-29T01:47:29 | NONE | null | null | null | **System information**
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): web
- TensorFlow installed from (source or binary): colab
- TensorFlow version (or github SHA if from source):colab
Hi I’m new to tensorflow and I’m trying to make LSTM or GRU model to be enable to re-train on-device(Android) with t... | {
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"@rahul-fnu \r\nIn order to expedite the trouble-shooting process, please provide a code snippet to reproduce the issue reported here. Thank you!",
"@sushreebarsa This is exactly what I run after importing tensorflow: `tensorflow_profiler.experimental.client(\"grpc://localhost:3222\", \"profiles\", 30000)`",
"R... | 2023-08-10T04:03:47 | 2023-09-15T01:47:43 | 2023-09-15T01:47:41 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.11.0.5
### Custom code
No
### OS platform and distribution
Linux CentOS 7.9.2009
### Mobile device
_No response_
### Python version
3.10
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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/61511/checks?check_run_... | 2023-08-09T19:29:25 | 2023-08-09T19:30:07 | 2023-08-09T19:30:07 | NONE | null | false | {
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"+@yehudaorel, @agramesh1 ",
"@zhezherun thank you for raising this issue, I was able to reproduce the issue using tensorflow==2.13.0 binary release:\r\n\r\n**TF_ENABLE_ONEDNN_OPTS=1**\r\n```\r\nonednn_verbose,info,oneDNN v2.7.3 (commit N/A)\r\nonednn_verbose,info,cpu,runtime:threadpool,nthr:224\r\nonednn_verbose... | 2023-08-09T11:02:05 | 2023-12-12T18:14:04 | 2023-12-12T18:14:01 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
No
### OS platform and distribution
Linux
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
### GCC/compiler ver... | {
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"Hi @lidamsoukaina ,\r\n\r\nAt present all the TF Ops are not implemented to workable on TFlite. Hence you are getting this error. ",
"@lidamsoukaina ,\r\n\r\nPlease find the list of Ops supported with TFlite [here](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/builtin_ops.h).",
"@Suryana... | 2023-08-09T08:30:33 | 2023-09-09T01:57:27 | 2023-09-09T01:57:08 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"Hi @mirial65 ,\r\n\r\nI am able to execute the code on google colab with tensorflow version 2.12. Each epocs executes multiple batch size. It is recommended to upgrade your tf version. Please find the [gist](https://colab.research.google.com/gist/Varsha-anjanappa/49522b4014ac944bf7ed72691850e5cd/61507.ipynb).\r\n... | 2023-08-09T07:58:04 | 2023-08-25T01:47:44 | 2023-08-25T01:47:42 | NONE | null | null | null | ### Issue type
Others
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.3.0
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
3.8
### Bazel version
_No response_
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"What is difference between TF 2 and 1.15?",
"@NeighborhoodCoding The source code I want to test is written in tensorflow 1.15.\r\nThere was many syntactic change in TF2 compared to TF1.15",
"@KeondoPark,\r\nTensorFlow 1.x is not actively supported. Could you please update TensorFlow to the latest stable versio... | 2023-08-09T01:19:25 | 2023-08-26T01:45:54 | 2023-08-26T01:45:52 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf 1.15
### Custom code
No
### OS platform and distribution
Linux and Ubuntu 18.05
### Mobile device
target platform: Raspberry pi 4
### Python version
3.7
### Bazel version
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"This pull request fixes #61420 ",
"@cantonios I have addressed all the issues and now i believe asynchronous function should work as expected\r\nI have also updated the files to be displayed in the correct format and added functions to implement asynchronous function without dependencies on external libraries li... | 2023-08-08T23:26:06 | 2023-08-10T10:32:32 | 2023-08-09T20:44:49 | NONE | null | false | {
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} | The pre_process_network function takes an input tensor and performs 3 matmuls on it. The output of the function is a tensor of the same shape as the input tensor.
The mid_process_network_async function takes an input tensor and performs 3 matmuls on it. The output of the function is a tensor of the same shape as the... | {
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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/61503/checks?check_run_... | 2023-08-08T22:18:09 | 2023-08-10T05:58:54 | 2023-08-10T05:58:53 | CONTRIBUTOR | null | false | {
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#61289 | {
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"@penpork Thank you very much.\r\n\r\n"
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Changes include fixing potential nullptr dereference checks, out-of-bounds memory accesses, removing unused variables etc. | {
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"Hi @Tai78641 Can you please resolve conflicts? Thank you!",
"rebased and resolved merge conflicts",
"Hi @jpienaar, Can you please review this PR ? Thank you!",
"Hi @jpienaar, Can you please review this PR ? Thank you!",
"Hi @Tai78641 Can you please resolve conflicts? Thank you!",
"Hi @jpienaar Can you pl... | 2023-08-08T20:53:10 | 2024-01-17T16:57:12 | 2024-01-17T16:53:52 | CONTRIBUTOR | null | false | {
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} | Fixes required by Rescale shift attr data type changing to DenseI8ArrayAttr (from DenseI32ArrayAttr)
this needs to be coordinated with https://reviews.llvm.org/D157439 which changes tosa dialect's shift attribute types
Change-Id: I6f27d32b60847a296994687d8b6807065958f218 | {
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"Hi @Tai78641 Can you please resolve conflicts? Thank you!"
] | 2023-08-08T20:41:38 | 2023-08-18T16:08:02 | 2023-08-18T16:07:25 | CONTRIBUTOR | null | false | {
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} | Fix issues due to TOSA axis attribute type changing from I64Attr to I32Attr to match the TOSA spec.
this needs to be coordinated with https://reviews.llvm.org/D157424 which changes tosa dialect axis attribute to I32Attr
Change-Id: If8bfc4c4af30712226b36f79dcd600e47d0f168d | {
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"@mihaimaruseac could you please approve?",
"Is this a cherrypick from master?\r\n"
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Also remove use of python venv that is no longer useful. | {
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"Please also update the test in https://github.com/tensorflow/tensorflow/blob/88e5914db537d91e779b6e6a56c593146c441bc3/tensorflow/compiler/mlir/lite/tests/end2end/unroll_batch_matmul.pbtxt\r\n\r\nthanks.",
"@sirakiin thanks for taking a look. I updated the mentioned test and rebased the PR onto the latest master.... | 2023-08-08T15:25:53 | 2024-06-05T08:22:10 | null | CONTRIBUTOR | null | false | {
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} | This changes the unrolling of `tf.BatchMatMul` in the TFLite converter to use a `tf.Unpack` operation instead of a `tf.Split` operation followed by multiple `tf.Reshape` operations which simplifies the resulting graph.
The difference can be observed with the following code:
```python
import tensorflow as tf
que... | {
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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/61496\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-08-08T01:42:25 | 2023-08-08T02:34:37 | 2023-08-08T02:34:35 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.8
### Custom code
Yes
### OS platform and distribution
linux centos
### Mobile device
_No response_
### Python version
3.8
### Bazel version
_No response_
### GCC/compiler vers... | {
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"Hi @pcoramasionwu, thanks for reporting the issue.\r\n\r\nI'm not quite sure what you mean by \"if I provide tensorflowlite.dll.if.lib and tensorflowlite_flex.dll.if.lib as Linker dependencies\", where are these files coming from? and how did you provide them as Linker dependencies? If you are using command prompt... | 2023-08-07T23:58:50 | 2023-08-10T20:38:06 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf 2.11
### Custom code
No
### OS platform and distribution
Windows 10
### Mobile device
_No response_
### Python version
_No response_
### Bazel versio... | {
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"rebased and resolved merge conflicts",
"Hi @rsuderman Can you please review this PR ? Thank you!",
"Hi @jpienaar, Can you please review this PR ? Thank you!",
"Hi @jpienaar, Can you please review this PR ? Thank you!",
"Hi @jpienaar, Can you please review this PR ? Thank you!",
"Hi @rdzhabarov, Can you p... | 2023-08-07T21:23:14 | 2024-05-07T17:49:50 | 2024-05-07T17:49:09 | CONTRIBUTOR | null | false | {
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} | Change all references to Tosa Div Op to Tosa IntDiv Op.
This is due to Tosa renaming Div Op to IntDiv in order to align with TOSA spec
This needs to be coordinated with llvm PR: https://github.com/llvm/llvm-project/pull/80047
Change-Id: Iee5aace5c66b1cc2e2008005766ace446ad3e215 | {
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"Hi @rsuderman Can you please review this PR ? Thank you!",
"Thank you for the review @jpienaar, I have posted replies to your comments.",
"Hi @jpienaar, Can you please review this PR ? Thank you!",
"Hi @jpienaar, could you review this PR please? Thanks!",
"Hi @jpienaar, Can you please review this PR ? Than... | 2023-08-07T15:38:04 | 2024-06-07T16:10:57 | null | CONTRIBUTOR | null | false | {
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"@SuryanarayanaY I was able to replicate this issue on colab, please find the [gist](https://colab.research.google.com/gist/sushreebarsa/9f28b8e2cbd814bbf962b191bfe58cf5/61492.ipynb#scrollTo=ah8YR0tL_DdN) here. Thank you!",
"Hi @christian-steinmeyer ,\r\n\r\nI have checked the code with keras_core which is now ... | 2023-08-07T15:13:10 | 2023-12-23T10:46:24 | 2023-12-23T10:46:21 | CONTRIBUTOR | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
3.10.6
### Bazel version
_No response_
### GCC/compiler v... | {
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"Thanks, I've added notes to Release.md.",
"I've also rebased and bumped the compat horizon.",
"@cantonios are there still some internal tests failing?"
] | 2023-08-07T12:31:45 | 2023-09-11T23:28:08 | 2023-09-11T23:28:07 | CONTRIBUTOR | null | false | {
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(This is a rebased version of the approved https://github.com/benbarsdell/tensorflow/pull/2)
cc @bfontain @nluehr @pjannaty | {
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"@tellts,\r\nCould you please provide the tensorflow version you are trying and also this issue doesn't look like the issue from the tensorflow side. \r\n\r\nAlso this kind of error emerges from your python interpreter. So the best solution is to set your python interpreter in your project env directory or set the ... | 2023-08-07T11:39:20 | 2023-12-29T07:39:09 | 2023-12-29T07:39:05 | NONE | null | null | null | Windows 10 Russian locale (utf-8) Microsoft Windows [Version 10.0.19045.3208]. Python 3.10.8 (i tried with other versions too). Tensorflow-cpu (I do not see the version in Paycharm, I installed it today. And before, without Paycharm, I tried several other versions and got the same error.).
Windows PowerShell ... | {
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"This appears to only be a problem with gcc/ld builds. When using clang/lld the build succeeds.",
"Hi @cheshire Can you please review this PR ? Thank you!",
"TF has a canonical build configuration, and OSS CI is passing, why should this change be required?",
"@cheshire It fails when building with gcc toolchai... | 2023-08-07T11:24:48 | 2024-02-29T11:08:47 | 2023-09-08T13:43:26 | CONTRIBUTOR | null | false | {
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"https://github.com/tensorflow/tensorflow/blob/2bade54ecda9cf8fe3c66487931ebda0babc9d10/.bazelrc#L111\r\n\r\nMaybe adding `build --host_features=-force_no_whole_archive` after this line is enough?",
"interested to hear if that fixes ^, otherwise it's likely another `--features` flag that needs a new `--host_featu... | 2023-08-07T09:06:18 | 2023-08-17T12:42:25 | null | MEMBER | null | null | null | https://buildkite.com/bazel/bazel-at-head-plus-disabled/builds/1741#01899b1f-bbb1-4dc9-8ffa-1b1b129810b3
```
(06:36:48) ERROR: /var/lib/buildkite-agent/builds/bk-docker-bl1p/bazel-downstream-projects/tensorflow/tensorflow/lite/experimental/microfrontend/BUILD:97:21: Linking tensorflow/lite/experimental/microfrontend/... | {
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"This is not a broken link. The purpose of these g3doc files are to help build up our website. Check out https://www.tensorflow.org/lite/guide/ops_compatibility & you'll find the link is working just fine."
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"@mengran1234 As per the documentation [here ](https://www.tensorflow.org/lite/performance/coreml_delegate)in coreml_delegate, the ResizeBilinear is a supported ops. Could you please let us know if this is what you are looking for? \r\nThank you!",
"> @mengran1234 As per the documentation [here ](https://www.tens... | 2023-08-07T03:15:33 | 2023-08-14T15:07:18 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.10 or 2.11
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
no
### GCC/compil... | {
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"I ran it again and got this `In file included from /mnt/c/Users/Lucas/Documents/WWP/ML/edge_inference/build/xnnpack/src/amalgam/gen/fma3.c:7:\r\n/usr/include/math.h:37:10: fatal error: /mnt/c/Users/Lucas/Documents/WWP/ML/edge_inference/build/xnnpack/src/bits/types.h: Cannot allocate memory\r\n 37 | #include <bit... | 2023-08-06T18:24:47 | 2023-09-19T13:35:22 | 2023-08-25T01:47:44 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
cloned the master branch
### Custom code
Yes
### OS platform and distribution
windows 11 wsl 2 with Ubuntu 20.04.6 LTS
### Mobile device
_No response_
### Py... | {
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"I think a reason why this was left out is probably explained here:\r\nhttps://stats.stackexchange.com/questions/271701/why-is-step-function-not-used-in-activation-functions-in-machine-learning",
"Hi, needed help creating a PR with the upstream repo from my fork - not sure which branch to create the PR to. Any he... | 2023-08-05T11:48:09 | 2023-08-22T01:47:18 | 2023-08-22T01:47:18 | NONE | null | null | null | Some of the implementations like Single Layer Perceptron needs discrete outputs like 0 or 1. Adding this could make the model building ease. | {
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"@gzmkl please review.",
"@penpornk I have reviewed the code change which is fine. Thanks! --GZ",
"Hi @penpornk Can you please review this PR ? Thank you!",
"Hi @penpornk Can you please review this PR ? Thank you!",
"Hi @penpornk Can you please review this PR ? Thank you!",
"Hi @penpornk Can you please ... | 2023-08-05T01:01:43 | 2024-02-15T19:38:01 | 2024-02-15T19:37:58 | CONTRIBUTOR | null | false | {
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"Hi @API92 ,\r\n\r\nThanks for reporting the issue. I have replicated the reported error with intel-tensorflow and attached the [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/54451b7df0eb418cb83e2f2739101cf0/61482_mkl_maxpool_cache.ipynb) here.\r\n\r\nI have cross checked the same code with TF built bi... | 2023-08-04T22:24:18 | 2024-01-26T18:24:12 | null | CONTRIBUTOR | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.13
### 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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"@ghashi Does the issue replicate in TF v2.13 as well? Please let us know. Thank you!",
"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.",
"I tried to use tensorflow 2.13, but it was not possible.\r\n\r\nAfter installing tens... | 2023-08-04T19:42:31 | 2023-08-23T23:25:45 | null | NONE | null | null | null | ### 1. System information
#### model generation
- OS Platform and Distribution: macOS 12.6.5 (21G531)
- Python 3.7
- Numpy Version: 1.21.6
- TensorFlow Version: 2.9.3
- Model Maker Version: 0.4.2 (and 0.3.4)
- portaudio: stable 19.7.0
#### model execution
- pod TensorFlowLiteTaskAudio: 0.4.3
- iPhone 8 - ... | {
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"Hi @dre-hh ,\r\n\r\nAs you can see this [issue](https://github.com/python-poetry/poetry/issues/8271). Yes tensorflow's metadata does not express tensorflow-macos dependency. As a workaround you can explicitly add tensorflow-macos which solves the issue - \r\npoetry add tensorflow-macos==2.13.0 \r\n\r\nThank you!!... | 2023-08-04T15:23:34 | 2023-08-25T08:13:24 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
No
### OS platform and distribution
macOS-13.3-arm64-arm-64bit
### Mobile device
_No response_
### Python version
3.11
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"Hi @penpornk, @tilakrayal , @sachinprasadhs, @TensorFlow-MKL, @huiyan2021,\r\nCan i get any suggestions/help/answer regarding the question?",
"@vineel96 \r\nIn TF1.x, model.fit() always run in graph model, while in TF2.x eager mode is enabled by default. You can disable eager mode by **tf.compat.v1.disable_eager... | 2023-08-04T12:25:08 | 2023-08-16T04:47:42 | null | NONE | null | null | null | I ran HuggingFace BERT model which uses tensorflow 2.13v with oneDNN support on intel machine and recorded its execution logs by setting TF_CPP_MAX_VLOG_LEVEL=2 & ONEDNN_VERBOSE=1 in file.
**Observation :** I have observing logs that are produced after model creation and its weight loading. Since model.fit() always ... | {
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