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"### Multi class error\r\n\r\nThe issue with this code is that it is using **categorical_crossentropy** loss function for a binary classification problem.**categorical_crossentropy**is meant for multi-class classification problems where each example can belong to one of several classes.\r\n\r\nFor a binary classifi... | 2023-03-25T17:27:15 | 2023-05-25T16:54:19 | 2023-05-25T16:54:16 | 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
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"@MaheshwariAnkit,\r\nI checked the error log and observed that the **Python** library was not being detected which means the issue is with the path setting. \r\nAnd also please make sure that all the required packages which was mentioned in the [setup.py](https://github.com/tensorflow/tensorflow/blob/r2.11/tensor... | 2023-03-25T13:25:22 | 2023-04-25T01:54:47 | 2023-04-25T01:54:44 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Windows 10
- TensorFlow installation (pip package or built from source): Built from cource
- TensorFlow library (version, if pip package or github SHA, if built from source): 2.11 and 2.12 both
### 2. Code
bazel build --co... | {
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"> In github repository u can find CI(continious integrity). It contains pipelines in workflows directory used for build, run, test and deploy of tensorflow code for projects. For windows you have '**windows-ci.yml**' pipelines which uses visual studio to build and run. For mac you have there is '**macos-ci.yml**' ... | 2023-03-25T03:19:04 | 2023-04-03T10:19:00 | 2023-03-25T14:39:54 | 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
2.8
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
##... | {
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"CC @reedwm."
] | 2023-03-25T00:58:48 | 2023-03-30T00:16:09 | 2023-03-30T00:16:08 | CONTRIBUTOR | null | false | {
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"The error in the given code is that the PyTorch version specified in the pip install command does not exist. The correct version for CUDA 11.1 (cu111) is **torch==1.9.1+cu111** , not **torch==2.0.0+cu118**. The correct pip install command should be:\r\n```\r\npip install torch==1.9.1+cu111 torchvision==0.10.1+cu11... | 2023-03-24T23:56:20 | 2023-05-18T21:44:01 | 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
2.12.0
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04.5
### Mobile device
_No response_
### Python version
3.8.10
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"@reedwm @kaixih Could you please review? Thanks!\r\n\r\n@kaixih Do you know if CudnnRnn has unit tests?",
"Yes, the `cudnn_rnn_ops_test.cc` is one C++ test which needs bazel build. And `cudnn_rnn_grad.py` is one python test."
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"merged_at": "2023-04-... | bfloat16 datatype is not yet supported by CudnnRnn, so for now these kernels will just cast to float.
Fixes https://github.com/tensorflow/tensorflow/issues/59728
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Fixes https://github.com/tensorflow/tensorflow/issues/59728
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"Hey! I wish to confirm if it occurred to you multiple times. I have faced that error, but it resolved when I restarted the colab instance. Please check whether your resources were caped when running this. In case of low disk space, colab does not allow further imports sometimes. Just reopening the instance solves ... | 2023-03-24T19:36:58 | 2023-07-19T05:40:18 | 2023-06-26T02:10:32 | NONE | null | null | null | when running
> _!pip install -q git+https://github.com/tensorflow/examples.git_
I get kicked this error
> error: subprocess-exited-with-error
× python setup.py egg_info did not run successfully.
│ exit code: 1
╰─> See above for output.
note: This error originates from a subprocess, and is ... | {
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"> Any numerical differences or conformance tests enabled by this?\r\n\r\nBefore/After patch have numerically identical output for small inputs. The patch fixes a bug where the intermediate values in the softmax calculation exceed std::numeric_limits<float>::max();.\r\nIn short, the patch improves numerical stabili... | 2023-03-24T18:12:25 | 2023-03-30T15:53:27 | 2023-03-30T15:53:27 | CONTRIBUTOR | null | false | {
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Exponential terms added to numerator and denominator in softmax equation to normalize any input values
Change-Id: If0704e95875d4600b5efd6aae0517492bb5240fe | {
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"The error message suggests that there is an issue with converting **None** values to a tensor. Specifically, the error occurs when trying to convert elements of **[1, 1, 1, None, 1]** to a **tensor**. The error message also points to a layer called **conv1_bn** of type **BatchNormalization** that encountered the e... | 2023-03-24T17:01:28 | 2023-04-15T01:53:59 | 2023-04-15T01:53:56 | NONE | null | null | null | ### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### 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
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"@tg2k \r\nSorry for the late reply, As per the documentation, TF v2.12.0 requires 8.6 cuDNN and 11.8 CUDA version.Could 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... | 2023-03-24T17:00:30 | 2023-08-08T19:07:31 | 2023-04-19T14:49:49 | 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
2.12.0
### Custom Code
No
### OS Platform and Distribution
Windows 11 + WSL2
### Mobile device
_No response_
### Python version
3.11
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"Closing since there won't be any more patches to r2.11 branch"
] | 2023-03-24T15:37:57 | 2023-08-22T14:14:26 | 2023-07-11T20:35:51 | CONTRIBUTOR | null | true | {
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"Hi @nickkchenn ,\r\n\r\nCould you please confirm the command used for build. I am getting the error below because of the {{ extra_options }}. Is it related to the the java environment? If I exclude {{ extra_options }} this then build starts compiling.\r\n\r\nFor me the command `bazel --host_jvm_args=-Djavax.net.ss... | 2023-03-24T14:11:53 | 2023-04-22T06:43:21 | 2023-04-14T01:52:08 | 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
2.11.1
### Custom Code
No
### OS Platform and Distribution
Linux EulerOS(CentOS)
### Mobile device
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"Hey @trickiwoo , \r\n\r\nYes, rounding functions have a finite range and hence gradient zero. Although there are approximations available (refer [here](https://stackoverflow.com/questions/46596636/differentiable-round-function-in-tensorflow)), I don't think that's what documentation would be referring to. \r\n\r\n... | 2023-03-23T22:59:20 | 2023-05-11T01:54:35 | 2023-05-11T01:54:15 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Documentation Bug
### 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
_No re... | {
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"@sachinprasadhs,\r\nI tried to execute the mentioned code on tensoflow v2.9 and nightly & it was failing due to `No OpKernel was registered` error. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/22ac50ef65e150184ddce505c2bccaba/invalidargumenterror_unsupported_data_type_for_tpu... | 2023-03-23T21:33:19 | 2023-03-24T23:15:49 | 2023-03-24T23:15:46 | NONE | null | null | null | **Environment**
```
OS: Kaggle/Colab
TensorFlow: 2.9.1
```
**Background**
I've a training dataset (`x`: image, `y`: caption). For training, I need to transform this caption to text embedding. And I want to do that inside the model, at training time. And not from data-loader (e.x `tf.data` API).
Now, inc... | {
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This is test PR to check the auto assignment of reviewers based on the title [TF:TRT] or [TF-TRT] or [TF TRT] all case insensitive. | {
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"To fix this, the expected output of the **_update** function should be printed before and after the interpreter is invoked, and the output of the interpreter should be captured and printed. This can be done using the following code:\r\n\r\n```\r\nargs = jnp.ones(2)\r\n\r\nexpected = _update(args)\r\nprint(\"Expect... | 2023-03-23T20:34:46 | 2023-08-02T01:50:01 | 2023-08-02T01:49:58 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Darwin Kernel Version 22.3.0
- TensorFlow installation (pip package or built from source): pip
- TensorFlow library (version, if pip package or github SHA, if built from source): 2.11.0
### 2. Code
#### Option A: Referenc... | {
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"I debugged this and the issue seems to be here:\r\n\r\nhttps://github.com/tensorflow/tensorflow/blob/10b6eaaf2c97ed0824002866d3af672679760e14/tensorflow/compiler/mlir/lite/flatbuffer_import.cc#L557-L567\r\n\r\nNotice that the static variable `stateful_variable_idx` gets incremented for every call to `GetSplat`. Th... | 2023-03-23T19:00:22 | 2023-07-20T14:34:41 | null | NONE | null | null | null | **System information**
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
Linux Debian 11
- TensorFlow installed from (source or binary):
Compiled from source
- TensorFlow version (or github SHA if from source):
744dad26ef526690319042030f776e6f7e62dbc8
**Standalone code to... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60088 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60088/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60088/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60088/events | https://github.com/tensorflow/tensorflow/issues/60088 | 1,638,094,403 | I_kwDOArmXAs5ho1ZD | 60,088 | Selectively build TFLite for iOS failure | {
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"Attached the toy model that you can use to reproduce this issue.\r\n\r\n[toy_tflite_model_20230308.tflite.zip](https://github.com/tensorflow/tensorflow/files/11054748/toy_tflite_model_20230308.tflite.zip)\r\n",
"\r\nHi @heguanyu I was successfully able to build the TFLite framework. Please refer the screenshot ... | 2023-03-23T18:37:09 | 2023-12-06T00:45:49 | null | 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
2.12.0
### Custom Code
No
### OS Platform and Distribution
MacOS Ventura 13.1
### Mobile device
N/A
### Python version
3.9.16
### Ba... | {
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"@HripsimeS,\r\nCould you please try to check the below sample workaround where we can plot training and the validation loss. Also Kindly find the [gist](https://colab.research.google.com/gist/tilakrayal/fd6ccd5a44fa5142b5e2854780fc2272/tflite-training-sinewave.ipynb) for the reference.\r\n```\r\n# Draw a graph of ... | 2023-03-23T16:27:26 | 2023-03-27T09:33:03 | 2023-03-27T09:33:00 | 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 can see for each epoch we get the information of training loss "loss" and validation loss "val_loss". I would like to plot them like:
loss ... | {
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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/60086/checks?check_run_... | 2023-03-23T16:15:17 | 2023-03-27T19:42:09 | 2023-03-27T19:42:06 | NONE | spam | false | {
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} | Updated dataset_creator.py
Added some features and code
Contributed
Used documentation of tensorflow | {
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"@trickiwoo \r\nI was able to replicate the issue in Colab using TF v2.12. Please find the gists [here](https://colab.research.google.com/gist/tiruk007/fdc546be405bbbdd29c0f220e1cd6026/untitled164.ipynb) for reference. It seems like we have to dig more into this issue, we will update soon here.\r\n\r\nThank you !",... | 2023-03-23T16:05:17 | 2023-05-17T09:43:22 | 2023-05-04T04:23:21 | 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
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### B... | {
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"Hi @trickiwoo, Apologies for the delay. We were able to replicate the issue in Colab using TF v2.11. Please find the gist [here](https://colab.sandbox.google.com/gist/synandi/40e7a6bb108d9a9b97bcbe76ab0c67da/60084.ipynb). It seems like we have to dig deep into the issue, we'll update here soon. Thank you!"
] | 2023-03-23T16:02:58 | 2023-04-20T09:27:42 | 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
2.11
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"@AIML-ankit Could you please confirm if you are using TF v2.12 which is the latest version?\r\nAs per the tested build configuration listed [here](https://www.tensorflow.org/install/source_windows#tested_build_configurations) please let us know if the build from source on windows is not failing now!\r\nFor install... | 2023-03-23T12:29:57 | 2023-04-21T01:53:44 | 2023-04-21T01:53:42 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Windows
- TensorFlow installation (pip package or built from source): Build from source on Windows
- TensorFlow library (version, if pip package or github SHA, if built from source): 2.12
bazel version - 5.3
python version - ... | {
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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/60082/checks?check_run_... | 2023-03-23T11:15:51 | 2023-03-27T17:32:21 | 2023-03-27T17:32:20 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-03-... | This bug was originally fixed by #56455
Regression was introduced in 50b4baf where addition result is truncated to smaller type. Thus, overflow checks do not work.
We performed continuous hybrid fuzzing with Sydr + libFuzzer/AFL++, and found an endless cycle in `decode_wav` fuzz target.
Seed: [timeout-26f66b05... | {
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"@shkarupa-alex ~My guess is that you're on an arm64 device (M1, M2) and you're trying to use TF 2.12 under Rosetta using the main `tensorflow` package. The main `tensorflow` package only distributes binary wheels that require AVX2 instructions, which Rosetta does not support. In my experience, trying to run Tensor... | 2023-03-23T05:48:08 | 2023-04-18T06:21:16 | 2023-04-18T06:21:13 | CONTRIBUTOR | 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
2.12
### Custom Code
No
### OS Platform and Distribution
MacOS 13.1
### Mobile device
_No response_
### Python version
3.8.6
### Bazel version
... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60080 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60080/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60080/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60080/events | https://github.com/tensorflow/tensorflow/issues/60080 | 1,636,872,196 | I_kwDOArmXAs5hkLAE | 60,080 | Tensorflow version is 2.11.1 in v2.12.0 tag | {
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"Looks like TF 2.12.0 tag is created from r2.11 branch instead of r2.12. Because r2.12 branch shows correct version in setup.py.",
"@npanpaliya \r\nThe version of TF in v2.12.0 tag is updated to 2.12.0. Please check this [link](https://github.com/tensorflow/tensorflow/blob/v2.12.0/tensorflow/tools/pip_package/set... | 2023-03-23T05:22:48 | 2023-03-24T05:41:00 | 2023-03-24T05:40:57 | 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
TF 2.12
### Custom Code
Yes
### OS Platform and Distribution
Linux RHEL 8.6
### Mobile device
_No response_
### Python version
_No response_
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OS Platform and Distribution (e.g., Linux Ubuntu 18.04):
TensorFlow Source Code 2.9
2. Code
When following /home/ts/tensorflow_src/tensorflow/lite/experimental/acceleration/compatibility/README.md to change delegate compatibility database,
When convertting from json to flatbuffer `fl... | {
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"@petered Thank you for reporting an issue!\r\nCould you please provide a complete standalone code to replicate this issue?\r\nThank you!",
"Out of curiosity. Do you know if it changes anything with/without GPU? \r\n\r\n@sushreebarsa this should be enough for you to reproduce ...\r\n\r\n```python\r\nimport tensor... | 2023-03-23T02:02:36 | 2023-05-08T17:06:34 | 2023-05-08T17:06:32 | 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
2.9.1
### Custom Code
No
### OS Platform and Distribution
Windows
### Mobile device
_No response_
### Python versio... | {
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Currently, building with cmake for metal delegate seems to be broken.
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"Fixed issues found by PyLint",
"Hi @pjannaty Can you please review this PR ? Thank you!",
"Hi @pjannaty Can you please review this PR ? Thank you!",
"Hi @pjannaty Can you please review this PR ? Thank you!",
"Hi @pjannaty Can you please review this PR ? Thank you!",
"Hi @drivanov, @pjannaty I'm going to... | 2023-03-23T01:45:25 | 2023-11-02T08:34:31 | 2023-11-02T08:34:27 | CONTRIBUTOR | null | false | {
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} | To facilitate the conversion of variable ops (used in the experimental `disable_graph_freezing` mode) the converter annotates the graph with the shape of the variable ops.
This PR fixes the mapping between captured input names and variables so that the graph can be annotated correctly.
the problem with the previous... | {
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"@bfontain @rainwoodman @pjannaty ",
"FYI: @RuijiaoSun ",
"Thanks for the PR. The changes looked good to me. \r\n\r\nI'll pull it internally to give the XLA part of the logic a try on TPUs.",
"Good news! The tests for the XLA code path passed on our V3 TPU machines. \r\n"
] | 2023-03-23T01:36:02 | 2023-04-05T23:08:02 | 2023-04-05T23:08:02 | CONTRIBUTOR | null | false | {
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To start, I've implemented a relayout using this new all-to-all for certain cases only. There should be many more applications for all-to-all that we can implement in the future.
## Supported relayout cases
I've add... | {
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"@SamuelMarks,\r\nFrom tensorflow v2.12, removed redundant packages **tensorflow-gpu and tf-nightly-gpu**. These packages were removed and replaced with packages that direct users to switch to **tensorflow or tf-nightly respectively**. \r\n\r\nPlease take a look at the official release doc for the reference.\r\nhtt... | 2023-03-22T22:23:50 | 2023-04-12T01:53:35 | 2023-04-12T01:53:32 | 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
2.12.0
### Custom Code
No
### OS Platform and Distribution
Ubuntu 22.10
### Mobile device
_No response_
### Python... | {
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"CC @fcoUnda @learning-to-play ",
"Closing this -- it's not needed."
] | 2023-03-22T21:20:54 | 2023-03-22T22:39:03 | 2023-03-22T22:39:02 | CONTRIBUTOR | null | false | {
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"@suyash-narain \r\nCould you please provide detailed steps of the tflite imagenet evaluation tool to replicate the issue reported here ?\r\n\r\nThank you!",
"> @suyash-narain Could you please provide detailed steps of the tflite imagenet evaluation tool to replicate the issue reported here ?\r\n> \r\n> Thank you... | 2023-03-22T21:04:00 | 2023-04-14T01:54:16 | 2023-04-14T01:54:13 | 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 be... | {
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"Hi @trickiwoo, apologies for the delay.\r\nI was able to replicate the issue in Colab using TF v2.11. Please find the gist [here](https://colab.sandbox.google.com/gist/synandi/411295c65f63287aa3070ca3944eb389/60071.ipynb). It seems like we have to dig deep into the issue, we'll update here soon. Thank you! ",
"... | 2023-03-22T20:59:57 | 2023-06-30T17:53:49 | 2023-06-30T17:53:47 | 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
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
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"Do not merge yet"
] | 2023-03-22T20:19:28 | 2023-03-23T15:53:29 | 2023-03-23T15:53:25 | COLLABORATOR | null | false | {
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"This error typically occurs when using an older version of TensorFlow with code that was written for a newer version. In this case, it looks like the code is trying to access the **GraphKeys** attribute of the **tensorflow** module, which was removed in **TensorFlow 2.0**.\r\n\r\nTo fix this error, you can try rep... | 2023-03-22T18:54:15 | 2023-05-04T01:52:44 | 2023-05-04T01:52:42 | 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 2.11.*
### Custom Code
Yes
### OS Platform and Distribution
windows 10 64b
### Mobile device
Google colab
### Python version
3.9.16
### Baz... | {
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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/60068/checks?check_run_... | 2023-03-22T16:06:46 | 2023-03-23T15:29:43 | 2023-03-23T15:29:35 | NONE | spam | false | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60067 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60067/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60067/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60067/events | https://github.com/tensorflow/tensorflow/issues/60067 | 1,635,951,195 | I_kwDOArmXAs5hgqJb | 60,067 | Calling tf.reduce_mean() along the ragged dimension of a tf.RaggedTensor created using from_uniform_row_length returns a tensor with the wrong shape. | {
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"@tilakrayal Do you mind if I take on this issue? Looks like a good beginner issue to me",
"@melissamullen I am able to reproduce this from the master build. Let me see what's the right approach here",
"@melissamullen,\r\nThank you for raising the issue. I tried to execute the given code and it was executed as ... | 2023-03-22T15:03:16 | 2023-04-08T01:50:02 | 2023-04-08T01:49:59 | 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
2.13.0-dev20230322
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 22.04.1 LTS
### Mobile device
_No resp... | {
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"Please don't use \"update <file>\" commit messages. These make it harder to understand at a glance at commit history what the changes are.\r\n\r\nhttps://cbea.ms/git-commit/"
] | 2023-03-22T14:15:39 | 2023-03-27T17:20:04 | 2023-03-27T17:20:03 | CONTRIBUTOR | null | false | {
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1) Increased the no. of operations per run from 30 to 1000 to pick more issues and PRs.
2) Add Override stale .
3) Prevent to remove stale label when issue PRs update.
4) Changed the version of stale from v5 to v7. | {
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"**NoneTensorSpec** is not a public API in TensorFlow, so it is not directly accessible from the public API. However, you can access it through the private module **_tensor_spec**, like this:\r\n\r\n```\r\nfrom tensorflow.python.framework import tensor_spec as _tensor_spec\r\nimport tensorflow as tf\r\n\r\nspec = t... | 2023-03-22T13:56:04 | 2023-04-05T03:21:27 | 2023-04-05T03:21:27 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### 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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"> \r\n\r\nThanks a lot for the help, but unfortunately the problem is still exisit. The averaged checkpoint have changed almost every name of the variables (1. change the '/' to '.S' ; 2. add '.ATTRIBUTES/VARIABLE_VALUE' to each variable again). Here is the var_list of single checkpoint and the averaged checkpoint... | 2023-03-22T10:23:59 | 2023-04-24T07:48:59 | 2023-04-24T07:48:57 | NONE | null | null | null | HELP NEEDED !!!
Hi, everyone. I found a scrit to load serials of checkpoints for a model and save average weights of them in TensorFlow1.
https://github.com/tensorflow/tensor2tensor/blob/master/tensor2tensor/utils/avg_checkpoints.py
Which is very useful to improve the performance of the model. But in TensorFlo... | {
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"It seems like there are two import statements for **CTCModel** from different locations:\r\n```\r\nfrom keras_ctcmodel.CTCModel import CTCModel as CTCModel\r\nfrom CTCModel import CTCModel\r\n```\r\nYou should remove one of the import statements, depending on where the **CTCModel** class is defined in your project... | 2023-03-22T09:55:11 | 2023-04-11T01:53:11 | 2023-04-11T01:53:07 | 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
2.11.1
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"Hi @Eva-An, please try MSVC 2019 (set BAZEL_VC=C:\\Program Files(x86)\\Microsoft Visual Studio\\2019\\Enterprise\\VC). "
] | 2023-03-22T08:22:03 | 2023-06-01T20:29:27 | null | 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
master branch, commit: 48246a6
### Custom Code
No
### OS Platform and Distribution
Windows Server 2022
### Mobile device
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https://api.github.com/repos/tensorflow/tensorflow/issues/60061 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60061/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60061/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60061/events | https://github.com/tensorflow/tensorflow/issues/60061 | 1,634,961,778 | I_kwDOArmXAs5hc4ly | 60,061 | Linking external/org_tensorflow/tensorflow/libtensorflow_cc.so.2.13.0 failed: (Exit 1): gcc failed: error executing command | {
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"Here is a log with the linker errors. It looks like we will need to make sure libtensorflow_cc exports all of these undefined TF symbols via `roots`.\r\nFor the missing mlir symbols, TF hides symbols matching `*mlir*` using the linker scripts to prevent duplication bugs, so we should have tf serving depend on mlir... | 2023-03-22T02:34:16 | 2023-10-25T09:41:08 | null | COLLABORATOR | 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
Head
### Custom Code
No
### OS Platform and Distribution
Linux
### Mobile device
_No response_
### Python version
... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60060 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60060/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60060/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60060/events | https://github.com/tensorflow/tensorflow/issues/60060 | 1,634,900,272 | I_kwDOArmXAs5hcpkw | 60,060 | tf2.11 tf.profiler.experimental doesn't generate trace.json.gz. Possible to have a python script to get the json.gz from xplane.pb? | {
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"loop @aice-support",
"@sushreebarsa \r\nany update for this question?",
"I have replicated the reported behaviour. With Tf 2.10v I found many files along with xplane.pb being built but with TF2.12 and tf-nightly there is only one file i.e. xplane.pb. I have attached minimal code snippet for replicating the beh... | 2023-03-22T01:05:52 | 2024-05-18T02:41:10 | 2023-06-02T00:59:43 | 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
tf2.11
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.9
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https://api.github.com/repos/tensorflow/tensorflow/issues/60059 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60059/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60059/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60059/events | https://github.com/tensorflow/tensorflow/issues/60059 | 1,634,880,016 | I_kwDOArmXAs5hckoQ | 60,059 | QuantizeAndDequantizeV4 throws TypeError in gradient computation in forward mode | {
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"@trickiwoo Though i was able to replicate the issue [here](https://colab.research.google.com/gist/sushreebarsa/5af7133e302705296c699040acddd4de/60059.ipynb), please confirm if this is a duplicate ticket of [this](https://github.com/tensorflow/tensorflow/issues/59960) issue. If so please close this thread as we wil... | 2023-03-22T00:32:52 | 2023-05-10T18:57:40 | 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
2.11
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python... | {
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"Hi @tatwaichong Can you please resolve conflicts? Thank you!",
"Hi @tatwaichong Any update on this PR? Please. Thank you!",
"I believe this is waiting an upstream change to be submitted and would be integrated along with that.",
"This was landed successfully as part off the LLVM integrate."
] | 2023-03-21T19:01:27 | 2023-05-12T21:16:59 | 2023-05-12T21:04:57 | CONTRIBUTOR | null | false | {
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} | Tosa supports fp16 and fp32 accumulator type for fp16 input, but no way to tell for average pooling whether accumulator should be fp16 or fp32 from input type.
note that this PR needs to collaborate with https://reviews.llvm.org/D146317 that add a new accumulator attribute type. | {
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"Note I also opened an Issue at Keras since I am not sure where its fit better.",
"@benHeid,\r\nThank you for opening this issue. Development of keras moved to another [repository](https://github.com/keras-team/keras/issues). \r\n\r\nCould you please feel free to close this issue, as this issue is already trackin... | 2023-03-21T09:03:59 | 2023-09-22T18:10:52 | 2023-03-21T13:28:50 | 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 2.13 (nightly)
### Custom Code
No
### OS Platform and Distribution
Windows
### Mobile device
_No response_
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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/60056/checks?check_run_... | 2023-03-21T08:20:39 | 2024-06-05T08:25:06 | null | NONE | null | false | {
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} | There is a check in `saved_model.go` that does not allow empy tag set, however there are models without tags that work perfectly in the library without providing them (they are optional in the Python library too, for example).
Apparently the check was added in #36466, though instead of throwing an error on an empty ... | {
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"@Fabiran \r\nCould you please provide a reproducible code or a toy example to reproduce the issue reported here ?\r\n\r\nThank you!",
"Hi, @tiruk007, here is my data [N6.csv](https://github.com/tensorflow/tensorflow/files/11049537/N6.csv) and code.\r\n## model process\r\nimport time\r\nimport numpy as np\r\nimpo... | 2023-03-21T06:03:18 | 2023-04-14T01:52:18 | 2023-04-14T01:52:15 | NONE | null | null | null | **System information**
- OS Platform : window10
- TensorFlow installed from (source or binary): pip
- TensorFlow version (or github SHA if from source):2.3.3
- board: Arduino Nano 33 ble sense
I tried to run TensorFlow Lite for Microcontrollers with Arduino Nano 33 ble sense, the model is my custom LSTM. And... | {
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"Hi @mayankagarwals\r\nApologies for the delay. At the moment you can use TF v2.11 whl file available [here](https://www.tensorflow.org/install/pip#package_location). As far as I know, `tensorflow-2.13.0-cp38-cp38-macosx_12_0_x86_64.whl` is not available in the official document. Hence, you are getting the above ... | 2023-03-21T03:42:03 | 2023-03-24T12:44:22 | 2023-03-24T12:44:19 | 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
2.13
### Custom Code
No
### OS Platform and Distribution
macOS Monterey
### Mobile device
_No response_
### Python version
3.9
### Bazel versio... | {
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"@suyash-narain \r\nCould you please try to convert the model by using `hub.load()` or `hub.KerasLayer()` as per [Doc1](https://www.tensorflow.org/hub/migration_tf2#summary_of_the_new_api) & [Doc2](https://tfhub.dev/tensorflow/efficientnet/b7/classification/1) then try to evaluate tf-lite model. Please find the gi... | 2023-03-21T01:54:12 | 2023-04-11T17:49:04 | null | NONE | null | null | null |
### System information
- **Have I written custom code (as opposed to using a stock example script
provided in TensorFlow)**: No
- **OS Platform and Distribution (e.g., Linux Ubuntu 16.04)**: Linux Ubuntu 20.04
- **Mobile device (e.g. iPhone 8, Pixel 2, Samsung Galaxy) if the issue
happens on a mo... | {
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"### Potential workaround\r\n\r\nIt looks like removing `--config=monolithic` from the build command fixes the issue.\r\n\r\n(I am not 100% sure because there is another error, but it seems it is now a completely different error regarding python installation/dirs...)",
"Still wondering how it was supposed to work... | 2023-03-21T01:25:54 | 2023-03-25T10:50:05 | 2023-03-25T10:50:03 | 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
r2.12
### Custom Code
No
### OS Platform and Distribution
Ubuntu 22.04.2 LTS
### Mobile device
_No response_
### Py... | {
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"Hi @trickiwoo,\r\n\r\nAs TensorArray is a wrapper class for dynamic sized,, per-time-step, Tensor arrays. Also from documentation this class is meant to be used with dynamic iteration primitives such as `while_loop` and `map_fn`. \r\n\r\nIt supports gradient `back-propagation` via special \"flow\" control flow dep... | 2023-03-20T21:09:04 | 2023-04-12T01:53:38 | 2023-04-12T01:53:35 | 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
2.11
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### B... | {
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"@cheshire There were some issues rebasing the other [PR](https://github.com/tensorflow/tensorflow/pull/60002) branch. So I created a this PR with the same changes and closed the other PR. Please approve this PR. Sorry about the confusion. I am resolving the build issue in the tests. This is due to introduction of... | 2023-03-20T20:52:49 | 2023-03-28T08:58:14 | 2023-03-28T08:41:27 | 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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"@DEKHTIARJonathan ",
"Thank you.\r\n\r\nI merged master branch few minutes ago. Now, there hasn't be any conflict yet.",
"There is a silent conflict in the latest merge commit. [These lines](https://github.com/tensorflow/tensorflow/blob/10cbe6ef7ad60cdeef873e6a99be86b0ad80693c/tensorflow/compiler/tf2tensorrt/c... | 2023-03-20T20:14:52 | 2023-04-14T17:51:16 | 2023-04-14T17:50:04 | CONTRIBUTOR | null | false | {
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"@aboubezari thanks for the PR! Good catch.\r\n\r\nWould you mind adding one tiny unittest that shows without your fix it fails and with your fix it works?\r\nThat way I can merge it and make sure it doesn't happen again",
"> @aboubezari thanks for the PR! Good catch.\r\n> \r\n> Would you mind adding one tiny uni... | 2023-03-20T16:17:26 | 2023-05-04T19:50:17 | 2023-04-28T16:13:09 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-04-... | ## Issue
When there are multiple invocations of `SqueezeTensor` in a layer, the converter will complain:
```
Repeated layer name: TRTEngineOp_000_000/PartitionedCall/model/tf.detection_output/DetectionOutput-shuffle:SHUFFLE (layers must have distinct names))
```
This happens despite passing `op_instance` to `Sque... | {
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"LGTM. Thanks."
] | 2023-03-20T16:04:17 | 2023-04-04T17:51:52 | 2023-03-29T22:14:00 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-03-... | On Ampere+ GPUs bfloat16 convolutions perform better in NHWC than NCHW (similar to fp16 for Volta+ GPUs).
This PR updates the Grappler layout optimizer to take this into consideration. | {
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"Regarding the model accuracy for model_3 : (1, 10, 1) x (1, 10, 3) , I think updating this condition for 3d shapes will resolve it.\r\n\r\nhttps://github.com/tensorflow/tensorflow/blob/1b8f5c396f0c016ebe81fe1af029e6f205c926a4/tensorflow/lite/delegates/gpu/common/model_builder.cc#L814\r\n\r\nIt would be helpful if ... | 2023-03-20T14:18:05 | 2023-03-29T03:11:38 | null | NONE | null | null | null | **System information**
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Ubuntu 22.04
- TensorFlow installed from (source or binary): source
- TensorFlow version (or github SHA if from source): r2.8
- TfliteGpuDelegate backend: cl
**Standalone code to reproduce the issue**
While running the multipli... | {
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"@njuhang \r\nCould you please try `-DTFLITE_ENABLE_XNNPACK=OFF` to disable XNNPACK which is enabled by default. Please refer to this [documentation](https://www.tensorflow.org/lite/guide/build_cmake#available_options_to_build_tensorflow_lite) for further assistance.\r\n\r\nThank you !",
"This issue is stale bec... | 2023-03-20T11:56:44 | 2023-04-10T19:48:14 | 2023-04-10T19:48:14 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Feature Request
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.10.0
### Custom Code
Yes
### OS Platform and Distribution
ubuntu 20.04
### Mobile device
Qualcomm
### Python version
3.8
### ... | {
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"Its really a Bug?\nI think its functionnal issue. ",
"Hi @trickiwoo, \r\nThanks for reporting the issue!\r\nI was able to replicate the issue in Colab using TF v2.11 and tf-nightly(2.13.0-dev20230319). Please find the gists [here(2.11)](https://colab.sandbox.google.com/gist/synandi/057fe7f51c5b1d54d3245f9f46cb4... | 2023-03-20T05:15:05 | 2024-04-14T02:10:45 | 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
2.11
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python... | {
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"Let me check this @danik292 ",
"> Let me check this @danik292 \n\nYou wish check my profile? ",
"Can you help me with how you did the local setup and what commands you ran to come across this issue? ",
"Yes I will send you link on video with how to reproduce",
"Hi @danik292 Thanks for reporting the issue.\... | 2023-03-19T18:44:47 | 2023-03-21T13:52:50 | 2023-03-21T13:52:47 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Preformence bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
code
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No respon... | {
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"what issue is this for?"
] | 2023-03-19T17:24:20 | 2023-03-20T21:55:28 | 2023-03-20T18:30:34 | CONTRIBUTOR | null | false | {
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"```tensorflow 1.14.0``` is not compatible with auto installed ```protobuf``` version.\r\nStep 1: ```pip uninstall protobuf```\r\nStep 2: ```pip install protobuf==30.20.0```\r\n\r\nor any other lower version:\r\nhttps://pypi.org/project/protobuf/#history"
] | 2023-03-18T12:44:40 | 2023-03-20T10:23:36 | 2023-03-19T05:15:00 | NONE | null | null | null | I'm using python ```version 3.7.8```
while installing specific version of tensorflow i.e, ```1.14.0``` using pip command ```pip install tensorflow==1.14.0```
it is showing
```
using cached tensorflow-1.14.0-cp37-cp37m-win_amd64.whl
....
```
and unable to ```import tensorflow``` properly.
It shows error:
``... | {
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"Hi @shijy16 ,\r\nThanks for reporting the issue!\r\nI was able to replicate the issue in Colab using TF v2.11 and tf-nightly(2.13.0-dev20230320). Please find the gists [here(2.11)](https://colab.research.google.com/gist/tiruk007/cb271c3ff011e74b136b1dd4903b15b7/untitled162.ipynb) and [here(tf-nightly)](https://col... | 2023-03-18T10:42:39 | 2023-04-20T15:15:49 | 2023-04-18T15:55:08 | 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 2.13.0-dev20230317
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.10... | {
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"Hi @shijy16,\r\nThank you for reporting the issue!\r\nI was able to replicate the issue in Ubuntu 20.04. Please find the screenshot below. We are trying to dig deep into the issue, we'll update here soon. \r\n![image](https://user-images.githubusercontent.com/98147397/226864853-69cfb444-8b9c-471f-bea5-d797af6165f8... | 2023-03-18T10:29:13 | 2023-05-30T01:59:05 | 2023-05-30T01:59:02 | 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 2.13.0-dev20230317
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
... | {
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"@shijy16 Thank you for reporting this issue!\r\n@SuryanarayanaY While reproducing the issue on colab using TF v2.11, I faced the following error log as the session crashed. Please find the [gist](https://colab.research.google.com/gist/sushreebarsa/92ef432386ec054e604a1ac8678b6571/60069.ipynb) here.\r\n\r\n\r\nMar... | 2023-03-18T10:22:30 | 2024-04-20T01:47:40 | 2024-04-20T01:47:31 | 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 2.13.0-dev20230317
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
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"@7elmie,\r\nIn order to expedite the trouble-shooting process, could you please provide a complete code snippet you are trying to execute. \r\n\r\nAlso could you please take a look at the below code and try to execute where it is defining the **RETURN_IF_ROCTRACER_ERROR**.\r\nhttps://github.com/tensorflow/tensorfl... | 2023-03-17T18:38:05 | 2023-07-14T08:39:37 | 2023-07-14T08:39:34 | 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
tf 2.8
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
###... | {
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"I got the same problem while compiling [v2.12.0-rc1](https://github.com/tensorflow/tensorflow/tree/v2.12.0-rc1).\r\n\r\nI find new DataType `kFP8` added between 8.5.3 and 8.6.0 of TensorRT. (API Reference: [8.5.3](https://docs.nvidia.com/deeplearning/tensorrt/archives/tensorrt-853/api/c_api/namespacenvinfer1.html#... | 2023-03-17T11:15:01 | 2023-04-14T17:50:05 | 2023-04-14T17:50:02 | 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
Latest master branch (3.17), tf-nightly 2.13
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 22.... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60030 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60030/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60030/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60030/events | https://github.com/tensorflow/tensorflow/issues/60030 | 1,629,090,604 | I_kwDOArmXAs5hGfMs | 60,030 | About Android calling TensorFlow Lite crash problem | {
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"Hi @polarbbb Thanks for reporting the issue.\r\n\r\nCan you confirm the model is in `Assets` folder. Please check this relevant thread [#55123](https://github.com/tensorflow/tensorflow/issues/55123) and see if t helps.\r\n\r\nIf not, can you please provide the steps you have followed to encounter issue.\r\n\r\nTh... | 2023-03-17T10:43:59 | 2023-04-05T01:47:48 | 2023-04-05T01:47:46 | NONE | null | null | null |
### 1. Problem overview
I recently reported an error when importing the Tensorflow Lite model using Android Studio, but I did not find the problem after searching. I hope you can help me. The following is the detailed information
### 2. System information
-implementation 'org.tensorflow:tensorflow-lite:2... | {
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"@yinghuang Thank you for raising the issue!\r\nCould you please confirm if the issue is not replicating in 2.9.0 version of TF and only replicating on 2.10?\r\nThank you!\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.",... | 2023-03-17T08:48:16 | 2023-04-11T01:53:14 | 2023-04-11T01:53:11 | 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
2.10
### Custom Code
Yes
### OS Platform and Distribution
win10
### Mobile device
_No response_
### Python version
_No response_
### Bazel ver... | {
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"@seems666,\r\nWhen I was trying to execute the mentioned code on tensorflow v2.11, the code was executed only one time and also the output was generated.\r\n\r\n\r\nAlso **tf.ke... | 2023-03-17T06:45:23 | 2023-03-18T10:29:38 | 2023-03-18T10:29:35 | 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
tf 2.5
### Custom Code
Yes
### OS Platform and Distribution
Windows 10 21H2 9044.2604
### Mobile device
_No response_
### Python version
3.7
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"Hi @milpuz01 Can you please resolve conflicts? Thank you!",
"> Some more comments. I'll post more tomorrow. Sorry for the delay!\r\n\r\nThanks @penpornk. I have tried to address all your comments in https://github.com/tensorflow/tensorflow/pull/60026/commits/450f4feac896baa6b7d75d82b02973f73cf990b6",
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This patch introduces changes to MKL layout pass where a liner analytical model is used to decide ba... | {
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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/60025/checks?check_run_... | 2023-03-16T23:49:00 | 2023-03-24T14:12:44 | 2023-03-24T14:08:05 | CONTRIBUTOR | null | false | {
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"Hi @YuliyaPylypiv,\r\nThank you for raising this issue! Could you please let us know the steps followed to install Tensorflow?",
"Hi @synandi, I used pip to install TensorFlow `pip3 install tf-nightly`",
"The issue is resolved with `v1.12.1-91194-g44c02012675 2.13.0-dev20230317` version\r\n\r\n```\r\npython -c... | 2023-03-16T22:57:01 | 2023-04-03T23:37:16 | 2023-04-03T23:37:13 | 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.dev20230316
### Custom Code
No
### OS Platform and Distribution
macos 13.0.1 x86
### Mobile device
_No response_
### Python version
3.9.... | {
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"Hi @suyash-narain \r\n\r\nTensorflow lite provides [TFLite Model Task Evaluation](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/tools/evaluation/tasks#tflite-model-task-evaluation) where we can perform the evaluation of image classification and object detection models.\r\n\r\nFor checking th... | 2023-03-16T22:12:11 | 2023-03-17T23:21:08 | 2023-03-17T23:21:06 | 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
- **Mobile device (e.g. iPhone 8, Pixel 2, Samsung Galaxy) if the issue
happens on a mobil... | {
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"@aecelaya,\r\nIf your model contains custom objects or custom layers then you need to define **get_config** and **from_config** methods in the Model. Then during model.save() you need to pass an argument to custom_objects with dictionary of custom objects.\r\n\r\nPlease refer to attached [source](https://www.tenso... | 2023-03-16T21:46:24 | 2023-09-22T06:37:10 | 2023-03-19T20:37:35 | 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 2.11.0
### Custom Code
Yes
### OS Platform and Distribution
Colab Notebook
### Mobile device
_No response_
### Python version
_No respon... | {
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"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @sirakiin Can you please review this PR ? Thank you!"
] | 2023-03-16T20:47:24 | 2023-12-22T20:55:33 | 2023-12-20T06:37:51 | CONTRIBUTOR | null | false | {
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"Is https://github.com/tensorflow/tensorflow/issues/59631 the right issue?",
"> Is https://github.com/tensorflow/tensorflow/issues/59631 the right issue?\r\n\r\nYes, this is a cherry-pick so I didn't change commit message. It's a breakage on CMake build.",
"Thanks for fixing it @terryheo ! Is it possible to mer... | 2023-03-16T16:14:48 | 2023-04-05T03:13:11 | 2023-04-05T03:13:10 | MEMBER | null | false | {
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