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"Hi, @NoteDancing \r\n\r\nApologize for the delayed response and I was able to replicate the same issue on Google Colab with `Tensorflow==2.11` and it's giving me the same error what you're getting, for your reference I have added [gist-file ](https://colab.research.google.com/gist/gaikwadrahul8/4260c9fe4666543803d... | 2023-03-06T12:15:24 | 2023-03-23T12:38:00 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.11.0
### Custom Code
Yes
### OS Platform and Distribution
Windows 11
### Mobile device
_No response_
### Python version
3.7.16
### Baz... | {
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"@Kepnu4 Thanks for reporting the issue.\r\n\r\nThe supported for dynamic shapes by the TF Lite GPU Delegate is not available AFAIK. \r\n\r\nAlso, when tflite [analyzer](https://www.tensorflow.org/lite/api_docs/python/tf/lite/experimental/Analyzer) is used, I could observe the following:\r\n\r\n```\r\nSubgraph#0 ma... | 2023-03-06T11:38:16 | 2023-08-11T18:00:48 | 2023-08-09T01:52:35 | NONE | null | null | null | Hello,
Resize OP doesn't work in Metal delegate with dynamic shape input in TFLite. Here is the small example of network which works on cpu but doesn't work with metal delegate with following error:
```
2023-03-06 15:01:06.317779+0400 TFLiteBenchmark[77147:6040306] Initialized TensorFlow Lite runtime.
INFO: Initial... | {
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"Hi @panhu \r\n\r\nCan you provide more details regarding the issue?\r\n\r\nYou can replace layers in the middle of the model by layer assignment. \r\n\r\nPlease refer to the transfer learning and fine tuning [tutorial](https://www.tensorflow.org/guide/keras/transfer_learning#fine-tuning). Also, please refer to the... | 2023-03-06T10:10:49 | 2023-04-01T01:54:10 | 2023-04-01T01:54:07 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Others
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.9
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"@DNJ-JINI,\r\nThis is not the issue from the Tensorflow side. In order to be able to offer computational resources at scale, Colab needs to maintain flexibility to adjust usage dynamically. Colab Pro subscribers have greater limits than the free version of Colab. You can read more at the FAQ: https://research.goog... | 2023-03-06T09:09:26 | 2023-03-23T01:55:10 | 2023-03-23T01:55:08 | NONE | null | null | null | Resource exhausted error during training
I would like to train the deep learning task semantic segmentation.
Specifications: model with 31 million parameters
image size ( minimum 1024x1024), batch size 256 framework -tensorflow keras 2.7
Total image samples 30,000,
Label Mask samples 30,000
Does colab pro plus a... | {
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"@TheHellTower \r\nTensorFlow 2.10 was the last TensorFlow release that supported GPU on native-Windows. Starting with TensorFlow 2.11, you will need to install TensorFlow in WSL2 for GPU support. Could you please refer to the [doc](https://tensorflow.org/install/pip#windows-wsl2) for reference.\r\n\r\nThank you !"... | 2023-03-06T00:07:38 | 2023-08-15T06:24:33 | null | 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 2.11
### Custom Code
No
### OS Platform and Distribution
Windows 10 (Build 19045.2673)
### Mobile device
_No response_
### Python... | {
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"There is a problem in converting of file (unsupported format) using tf 2x version.\r\nhow to convert pytorch model (.pt) files to tflite for YOLOv6 ? ",
"Hi @abhishekbj97, Kindly let us know the steps you have followed to convert a pytorch model to tflite for better assistance.\r\n\r\nConverting a PyTorch model... | 2023-03-05T19:37:38 | 2023-03-09T09:27:42 | 2023-03-09T09:27:42 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
- TensorFlow installation (pip package or built from source):
- TensorFlow library (version, if pip package or github SHA, if built from source):
### 2. Code
Provide code to help us reproduce your issues using one of the fol... | {
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"@TheHellTower,\r\nThank you for reporting the doc issue. Could you please feel free to submit a PR for the requested change or share the code of the example where the requested change is to be made. Thank you!",
"> @TheHellTower, Thank you for reporting the doc issue. Could you please feel free to submit a PR fo... | 2023-03-05T08:54:26 | 2023-04-04T23:20:20 | 2023-04-04T23:20:17 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Others
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.6.0
### Custom Code
No
### OS Platform and Distribution
Windows 10 (Build 19045.2673)
### Mobile device
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"@DeveshS215,\r\nI tried to execute the mentioned code and it was failing due to `SyntaxError: invalid syntax`. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/3aa1a8e614f036fa0e5dba1798617a1c/untitled1013.ipynb) and provide the complete code or the colab gist you are using. Than... | 2023-03-05T08:33:57 | 2023-03-16T17:44:50 | 2023-03-16T17:44:47 | NONE | null | null | null | I am working on a problem in which I have to create a custom layer in keras, which takes, output of a conv layer of a pre-trained model as an input. This custom layer work is to select K best feature maps based on shannon entropy for each images in that input tensor and then outputs the final tensor with k feature maps... | {
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" @jyingl3 @penpornk can you help to take a look? thanks",
"@jyingl3 I saw the PR is stuck with some internal checks Failed, if there is something need to be fixed in my PR, please let me know, thanks.",
"Thanks Zhoulong! Could you update tensorflow/tensorflow/core/common_runtime/next_pluggable_device/BUILD t... | 2023-03-05T07:07:04 | 2023-04-14T19:00:26 | 2023-04-14T19:00:26 | CONTRIBUTOR | null | false | {
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"@gaikwadrahul8 \r\nI tried to replicate the issue on wsl2 using tf-nightly but facing a different error . Please refer to the following screenshot and output log for reference:\r\n\r\n\r\n**Output l... | 2023-03-05T01:18:35 | 2023-05-07T05:18:18 | 2023-04-02T01:54:39 | 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
### Custom Code
Yes
### OS Platform and Distribution
WSL 2
### Mobile device
22.04
### Python version
3... | {
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"Hi @lu-wang-g Can you please review this PR ? Thank you!"
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### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
v2.12.0-rc0
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 18.04
### Mobile device
_No response_
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"@dengpanyin Thanks for reporting the issue.\r\n\r\nIn order to expedite the troubleshooting process, please share a stand alone code/snippet to reproduce the issue.\r\n\r\nThanks.",
"@pjpratik stand alone code is unavailable since this issue is not able to reproduce every time. We still want to understand the r... | 2023-03-03T18:51:56 | 2023-03-28T01:57:35 | 2023-03-28T01:57:33 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf2.9
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"my initial intention is to build the tensorflow so with c++ standard which use std::basic_string_view instead of absl::string_view. \r\nI just follow the comments from these releated issues， but did not success.\r\nhttps://github.com/tensorflow/tensorflow/issues/57127，https://github.com/tensorflow/tensorflow/issue... | 2023-03-03T10:01:07 | 2023-04-09T01:54:15 | 2023-04-09T01:54:12 | 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
tf 2.8.4
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No resp... | {
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"Hi ,\r\nI am a working professional and willing to participate in GSOC 2023 so want to solve this issue",
"@rbmdotdev \r\nThis issue is more related to tfjs. So, Could you please post this issue on [tensorflow/tfjs](https://github.com/tensorflow/tfjs/issues/new/choose) for quick assistance.\r\n\r\nThank you !",... | 2023-03-03T03:19:01 | 2023-03-07T20:04:01 | 2023-03-07T20:03:58 | 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
tfjs-react-native-0.8.0
### Custom Code
Yes
### OS Platform and Distribution
all
### Mobile device
all
### Python version
_No response_
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"This pull request is identical to 890a846; please cherry-pick that instead (see issue 59878).\r\n"
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"Hi @trickiwoo, I was able to replicate the issue in Colab. Please find the gist [here](https://colab.sandbox.google.com/gist/synandi/60f540565de45d1b0cc988ed7819375d/59884.ipynb). It seems like we have to dig more into this issue, we will update soon here. Thank you! ",
"@trickiwoo, Apologies for the delay. The ... | 2023-03-03T01:32:24 | 2023-05-02T19:43:37 | 2023-05-02T19:43:35 | 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
2.13.0-dev20230222
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04.4 LTS
### Mobile device
_No resp... | {
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"Hi @hqt567 Thanks for reporting the issue.\r\n\r\nCan you provide the information regarding the steps you have followed and the tutorial you have referred?\r\n\r\nIs it from www.tensorflow.org?\r\n\r\nThanks.",
"Thank You\r\nI am based on the following problems in the middle of the tutorial\r\nIs it from https:... | 2023-03-03T01:09:00 | 2023-04-04T01:55:16 | 2023-04-04T01:55:12 | NONE | null | null | null | I try to generate the ESP32 example project, get the generated tfmicro library and example model, in the Tensorflow directory, run:
make -f tensorflow/lite/micro/tools/make/Makefile TARGET=esp generate_hello_world_esp_project
bash: /c/Users/lenovo/.profile: is a directory
lenovo@LAPTOP-9T3UKCR6 MINGW64 /d/Embe... | {
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"Hi @rsuderman Can you please review this PR ? Thank you!",
"Hi @Tai78641 Can you please resolve conflicts? Thank you!",
"rebased"
] | 2023-03-02T21:06:17 | 2023-05-30T15:58:51 | 2023-05-26T04:56:59 | CONTRIBUTOR | null | false | {
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Change-Id: I9b6f0220238d10d99125fef1f1db8ac58fabe71a
Signed-off-by: Tai Ly <tai.ly@arm.com> | {
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"@david507huang,\r\n In the mentioned comment I did not see the inclusion of Select tf ops.\r\nCould you please try to add the below snippet in your code and let us know the outcome. \r\n\r\n```\r\nconverter.target_spec.supported_ops = [\r\n tf.lite.OpsSet.TFLITE_BUILTINS_INT8, # enable TensorFlow Lite ops.\r\n t... | 2023-03-02T20:27:02 | 2023-04-01T01:54:17 | 2023-04-01T01:54:14 | 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):
pip package
- TensorFlow library (version, if pip package or github SHA, if built from source):
- TensorFlow 2.11.0, pip package
### 2. Code
Prov... | {
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"\"Me too\"\r\n",
"Backporting the relevant support from the master branch seems to do the trick:\r\n\r\n[naurwlock.patch](https://github.com/tensorflow/tensorflow/files/10877485/naurwlock.patch)\r\n\r\nI have also created a [pull request](https://github.com/tensorflow/tensorflow/pull/59885).",
"@plopresti Than... | 2023-03-02T19:58:49 | 2023-03-17T08:07:26 | 2023-03-17T08:07:23 | 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
2.12
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.10
### Bazel v... | {
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"This is my model. You can do conversion with my code and reproduce my result.\r\nhttps://drive.google.com/file/d/1nTVfurH8gEjSU8WOx7XHsCqMJwT5g2IT/view?usp=sharing",
"Hi @ShashmurinSergey, I was able to replicate the issue in Colab using TF v2.10, TF v2.11 and tf-nightly(2.13.0.dev20230305). Please find the gis... | 2023-03-02T14:47:58 | 2023-07-24T19:00:56 | null | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 20.04):
- TensorFlow installation (pip package or built from source): pip
- TensorFlow library (version, if pip package or github SHA, if built from source): 2.10.0
### 2. Code
```
converter = tf.lite.TFLiteConverter.from_saved_model... | {
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"@pmatsibekker Thanks for reporting the issue.\r\n\r\nWe see that you are using 1.x version which is not supported anymore.\r\n\r\nI was able to run the code without any error on TF 2.11. Please find the gist [here](https://colab.research.google.com/gist/pjpratik/912de7b163af0087ae00eea2e15061a1/59869.ipynb) and le... | 2023-03-02T12:33:29 | 2023-05-24T23:18:47 | 2023-03-03T02:19:43 | 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
v1.12.1-88869-g80170ee25b4 2.12.0-rc0
### Custom Code
No
### OS Platform and Distribution
WIndows 11
### Mobile device
_No response_
### Python ... | {
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"@sampathrajapaksha,\r\nCould you please elaborate about your Feature. Also, please specify the Use Cases for this feature. Thank you!",
"@tilakrayal \r\nThis is related to TF pruning. Even though TF provides the model pruning capability, it lacks retraining pruning models. \r\nI have pruned a model up to 80% . ... | 2023-03-02T12:21:42 | 2023-03-21T01:54:03 | 2023-03-21T01:54:03 | 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
2.11
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No resp... | {
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"* i have NOT reproduced with tf nightly",
"Hi, @boocheck \r\n\r\nApologize for the delay and if you're using single machine with multiple GPU's (in your case 2 GPU's) then you'll have to go with [tf.distribute.MirroredStrategy](https://www.tensorflow.org/api_docs/python/tf/distribute/MirroredStrategy) and you ca... | 2023-03-02T09:23:44 | 2023-04-06T01:53:29 | 2023-04-06T01:53:26 | 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
2.4.1
### Custom Code
Yes
### OS Platform and Distribution
centos 7
### Mobile device
_No response_
### Python version
3.8
### Bazel version
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"Hi @Caolongjie, Apologies for the delay. \r\n\r\nAnything under` tf.python.*` is private, intended for development only, rather than for public use.\r\nImporting from tensorflow.python or any other modules (including import tensorflow_core...) is not supported, and can break unannounced.So, it is suggested not to... | 2023-03-02T05:39:50 | 2023-03-17T13:50:12 | 2023-03-17T13:50:10 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.6
### Custom Code
No
### OS Platform and Distribution
windows
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_N... | {
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"I would like to work on this issue \r\n ",
"@shelper Would you like to create a PR?\r\n\r\nThanks.",
"i am not a bazel guy, played with it a little bit, but i didnt figure out how to access this api_level variable in this bazel file. \r\nI do have api_level defined in my root WORKSPACE file as below, but just ... | 2023-03-02T01:48:09 | 2023-04-02T01:54:44 | 2023-04-02T01:54:42 | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
latest/nightly
### Custom Code
No
### OS Platform and Distribution
Android
### Mobile device
_No response_
### Python version
_No res... | {
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"Hi @yijie-yang Can you please review this PR ? Thank you!"
] | 2023-03-02T01:33:13 | 2023-04-03T18:44:56 | 2023-04-03T18:44:56 | CONTRIBUTOR | null | false | {
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"cc @eric-k256 @dominicsymes",
"Hello @jpienaar , seems something failed in `feedback/copybara` and I don't have access to that. Could you help me double check? Tks!\r\n",
"I'm seeing\r\n\r\n```\r\nmlir/tosa/tests/tfl-to-tosa-pipeline.mlir:358:45: error: undefined variable: VAL_0\r\n// CHECK: %[[VAL_3:.*]] = \"... | 2023-03-02T01:22:21 | 2023-03-11T02:54:29 | 2023-03-11T02:54:28 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-03-... | - Align legalization of quantized add/subtract. Previous legalization optimized out a left shift that led to rounding differences when double_rounding was being used by the TFLite runtime. [[Link to the TFL Reference](https://github.com/tensorflow/tensorflow/blob/3a5142f28393e98af720128b31feebc4a6e47a84/tensorflow/lite... | {
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"cc @matthiaskramm",
"@gaikwadrahul8,\r\nI was able to reproduce the issue on tensorflow v2.11 and tf-nightly. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/a6272839ae621a7b289186743d654b08/stablehlo_read_variable.ipynb).",
"Interesting. This uses a different entry point (`... | 2023-03-01T23:05:39 | 2023-03-17T07:14:36 | null | CONTRIBUTOR | null | null | null | ### Tensorflow Version
2.13.0-dev20230301 - TF Nightly
### Current Behaviour?
StableHLO / MHLO seems to not be able to convert the `ReadVariableOP` which is a big problem because it prevents to convert any `tf.function` to StableHLO/MHLO which is not first frozen.
You can find a colab here: https://colab.re... | {
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`core/public/version.h`, `tools/pip_package/setup.py`, and
`tensorflow/tensorflow.bzl`. Also review the execution notes below:
```
Major: 2 -> 2
Minor: 12 -> 12
Patch: 0 -> 0
No lingering old version strings "2.12.0-rc0" found in source directo... | {
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"@MartinKlefas \r\nSorry for the late reply. Could you please try to install using `pip install tflite-model-maker` with python 3.8. I was able to install the tflite-model-maker with python 3.8. Please refer to the below screenshot:\r\n![Screenshot (124)](https://user-images.githubusercontent.com/111861663/2232982... | 2023-03-01T21:36:38 | 2024-06-05T12:17:57 | 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
Windows 10 home 19045
### Mobile device
_No response_
### Python version
3.10.9
### ... | {
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"Hi @heguanyu Thanks for reporting the issue.\r\n\r\nCan you please provide the steps followed along with the toy model to reproduce the issue.\r\n\r\nThanks.\r\n",
"Hi @pjpratik , please find the toy model attached. \r\n\r\nReproduce is simple\r\n\r\n1. Fetch tensorflow repo\r\n2. Run ./configure and enable iOS ... | 2023-03-01T20:07:31 | 2023-04-10T01:51:45 | 2023-04-10T01:51:42 | 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
2.11.0
### Custom Code
No
### OS Platform and Distribution
MacOS Monterey 12.6.2
### Mobile device
N/A
### Python ... | {
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"@frgossen any idea what caused the rollback here?",
"There was a missing dependency to TSL, which we fixed. The rollback was automatic and likely did not see that fix. Will try rolling it forward. ",
"https://github.com/tensorflow/tensorflow/commit/d094920c58070e179fd8e7737073923dc7cd6fa7\r\n"
] | 2023-03-01T17:23:42 | 2023-03-02T19:04:20 | 2023-03-02T19:04:20 | NONE | null | null | null | Merged PR #59820 is rolled back in 43ee0d82fe2939f7f77172085a9f3e6d76e56a32.
Please follow up with the reviewer and close this issue once its resolved. | {
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"Hi @ezhulenev Can you please review this PR ? Thank you!",
"@ezhulenev, friendly ping :) Would you have some time to review this PR? Thank you!",
"Hi @ezhulenev Can you please review this PR ? Thank you!",
"TFTR @ezhulenev!",
"@ezhulenev @gbaned this PR has been approved for a while now. Is there something... | 2023-03-01T15:41:37 | 2024-06-06T08:02:17 | null | CONTRIBUTOR | null | false | {
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} | Some tensorflow/core/grappler/optimizers/arithmetic_optimizer_test.cc tests check for expected tensor content values that are in little-endian format. This commit adds supporting functions so that big-endian platforms will convert to little-endian before checking. | {
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"@LJKS,\r\nCould you please elaborate about the mentioned Feature. Also, please specify the Use Cases for this feature which helps us to analyse. Thank you!",
"tf.scan applies a function (arg: fn) in a stateful manner. It splits the input tensor (arg: elem) along axis 0 into n elements, where n=tf.shape(elem)[0].... | 2023-03-01T14:15:44 | 2023-05-11T01:11:25 | null | 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
2.11
### Custom Code
No
### OS Platform and Distribution
all
### Mobile device
-
### Python version
3.9
### Bazel version
-
### ... | {
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"@josemalope \r\n\r\nCould you please try to install TensorFlow 2.11 as per the [tested build configurations](https://www.tensorflow.org/install/source#gpu) and also try to update the GPU drivers. \r\n\r\nPlease refer to the similar [issue_1](https://github.com/tensorflow/tensorflow/issues/53341) & [issue_2](https... | 2023-03-01T12:58:15 | 2023-04-05T01:48:02 | 2023-04-05T01:48:00 | 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
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"@maifeeulasad,\r\nApologies for the delay!\r\nCould you please provide the complete code to reproduce the issue which helps us to analyse the issue in an effective way. Thank you",
"This issue was closed because it has been inactive for 7 days since being marked as stale. Please reopen if you'd like to work on t... | 2023-03-01T12:05:19 | 2023-04-04T01:55:19 | 2023-04-04T01:55:15 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.11.0
### Custom Code
Yes
### OS Platform and Distribution
Kaggle kernel
### Mobile device
_No response_
### P... | {
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"Hi @HJL8055. Thanks for reporting the issue.\r\n\r\nSorry for the delayed response.\r\n\r\nAs per the [documentation](https://www.tensorflow.org/lite/performance/quantization_spec#symmetric_vs_asymmetric), the zero point of the weights in fully-connected layers is enforced to be zero to avoid the runtime cost of ... | 2023-03-01T09:18:39 | 2023-03-17T09:25:32 | 2023-03-17T09:25:32 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
Ubuntu 20.04.1
- TensorFlow installation (pip package or built from source):
Pip package
- TensorFlow library (version, if pip package or github SHA, if built from source):
2.11.0
### 2. Code
Provide code to help... | {
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"@mengran1234,\r\nThanks for opening the issue. In order to expedite the trouble-shooting process, could you please provide a minimal code snippet you are trying to execute. Thank 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.... | 2023-03-01T05:38:56 | 2023-03-18T01:58:13 | 2023-03-18T01:58:11 | 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 or 2.11
### Custom Code
Yes
### OS Platform and Distribution
android
### Mobile device
android
### Python version
3.7
### Bazel version
... | {
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"@gaikwadrahul8 \r\nI was able to reproduce the issue on Colab using TF 2.11 and tf-nightly. Please find the gist of [2.11](https://colab.research.google.com/gist/tiruk007/cc8ffbbf3cc69f51227cc4ae93b7c078/untitled149.ipynb) and [tf-nightly](https://colab.research.google.com/gist/tiruk007/739b3634108ad660e60f8769fe1... | 2023-03-01T02:59:00 | 2023-05-30T01:59:08 | 2023-05-30T01:59:06 | 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 2.9 and 2.13.0-dev20230219
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python... | {
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"Hi @buptzyb This PR is in draft, any update on this? Please. Thank you!",
"Hi @buptzyb This PR is in draft, any update on this? Please. Thank you!",
"> Hi @buptzyb This PR is in draft, any update on this? Please. Thank you!\r\n\r\nHi, after discussing with reviewers, the changes will be split into several PRs ... | 2023-03-01T02:34:06 | 2023-10-25T09:24:31 | 2023-10-25T09:24:31 | CONTRIBUTOR | null | true | {
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} | Multiple Stream TensorFlow is developed based on the official TensorFlow. It leverages the features of modern GPUs to accelerate deep learning training and inference. This Multi-Stream implementation has successfully helped several customers migrate their TF models to the GPU and go online.
For more details please v... | {
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"Hi @WenTheProgrammer, \r\nIt seems like you havent filled the issue [template](https://github.com/tensorflow/tensorflow/issues/new/choose), please fill the template for better assistance.\r\n\r\nIt's possible that the issue is related to the difference in color channel ordering between OpenCV and TensorFlow. In Op... | 2023-02-28T23:22:38 | 2023-03-04T21:01:39 | 2023-03-04T21:01:37 | NONE | null | null | null | I apologize for posting a very simple question here as I could not solve the issue myself or find an answer elsewhere.
I was trying to make a prediction using a model and a 3D array with 3 channels as inputs. When this 3D array was saved as an image file, I was able to make a proper prediction using my model:
`imag... | {
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"Hi @trickiwoo. Thanks for reporting this issue.\r\n\r\nI was able to reproduce this in 2.11 and TF Nightly 2.13.0-dev20230301. Please find the gist [here](https://colab.research.google.com/gist/pjpratik/8cc469edd8c5b0fc13783e2a8bcefabb/59838.ipynb#scrollTo=3Wms-TQ7ExEI).\r\n\r\n@SuryanarayanaY Could you please loo... | 2023-02-28T22:46:56 | 2023-03-06T16:56:22 | 2023-03-06T16:56:18 | 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-dev20230222
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No re... | {
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"Please see the comment https://github.com/tensorflow/tensorflow/issues/59773#issuecomment-1443459494 and adjust this PR so that it removes the line mentioned there. That will re-enable the running of the test in question on the AARCH64 github actions and allow confirmation that your fix addresses the issue.",
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added error checking to AvgPoolGrad kernel (core/kernels/avgpooling_op.cc)
with a newly added test case in pooling_ops_test.py
This PR does the exact same for oneDNN AvgPoolGrad kerne... | {
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"@biantsh Thanks for reporting this issue.\r\n\r\nI was able to reproduce this issue on TF 2.13 and TF Nightly 2.15.0-dev20230824. Please find the gist of 2.13 [here](https://colab.research.google.com/gist/pjpratik/ecb71c98424c0e3ed6f67fadbcd38638/59833.ipynb) and nightly [here](https://colab.research.google.com/gi... | 2023-02-28T11:10:10 | 2023-08-25T06:48:44 | null | NONE | null | null | null | ### 1. System information
- **OS Platform and Distribution (e.g., Linux Ubuntu 16.04):**
Linux Ubuntu 20.04
- **TensorFlow installation (pip package or built from source):**
Pip package
- **TensorFlow library (version, if pip package or github SHA, if built from source):**
2.11.0
### 2. Code
... | {
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"@AyanmoI Can you please resolve conflicts? Thank you!",
"> @AyanmoI Can you please resolve conflicts? Thank you!\r\n\r\nRebased and resolved conflicts.",
"@AyanmoI Can you please resolve conflicts? Thank you!",
"This will be spilt into 2 PRs, one of which is https://github.com/tensorflow/tensorflow/pull/6004... | 2023-02-28T10:34:58 | 2023-03-21T21:27:50 | 2023-03-21T21:27:44 | CONTRIBUTOR | null | false | {
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} | cuDNN currently supports and the rewriter matches 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 - ... | {
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"Hi @cheshire Can you please review this PR ? Thank you!",
"@i-chaochen can you address merge conflicts?",
"> @i-chaochen can you address merge conflicts?\r\n\r\nThanks @reedwm for the notice, it's done!",
"Hi @reedwm Can you please review this PR ? Thank you!"
] | 2023-02-28T10:00:03 | 2023-06-07T07:55:13 | 2023-06-07T07:55:13 | CONTRIBUTOR | null | false | {
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/cc @cheshire | {
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"@sushreebarsa \r\nI was able to reproduce the issue on colab using TF v2.11. please find the gist [here](https://colab.research.google.com/gist/tiruk007/caeaad719fbe8e97bf1a307ca73845de/untitled144.ipynb) for reference .\r\n\r\nThank you !",
"I observe the same behavior in `float32` and `float64` in Tensorflow, ... | 2023-02-28T08:42:03 | 2023-05-11T01:54:41 | 2023-05-11T01:54:20 | 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 2.9
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
###... | {
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"Thanks for working on this!\r\n\r\nCan you fork a new directory, like tf_sig_build_dockerfiles_rocm, instead of changing this directory? Afterwards, add ownership details to the top of the README, similar to how subdirectories in the SIG Build repo work.\r\n\r\nI know that will introduce more work for you because ... | 2023-02-28T05:37:02 | 2023-05-05T14:04:31 | 2023-05-05T14:04:25 | CONTRIBUTOR | null | false | {
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} | This PR adds ROCM support to the tensorflow-build container framework.
The idea is to slot ROCM along side the CUDA container in an unobtrusive way.
The only change on the CUDA side will be needing to explicitly set the --config=cuda for the bazel build command, which is probably more proper anyway and matches the m... | {
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"Hi @adamcrume, \r\nAs per the official Tensorflow GitHub page, the `Libtensorflow Windows GPU` is temporarily unavailable. Kindly check this [reference](https://github.com/tensorflow/tensorflow/blob/90fda24ac68fffb9d6c3ca8db0268d47b6404735/README.md#official-builds). Thank you! ",
"That's... what I said?",
"Hi... | 2023-02-28T03:46:40 | 2023-07-18T18:26:07 | null | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
tf 2.11
### Custom Code
No
### OS Platform and Distribution
Windows
### Mobile device
_No response_
### Python version
_No response_
### Bazel... | {
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"CC @fcoUnda @learning-to-play"
] | 2023-02-27T21:54:54 | 2023-03-01T19:58:26 | 2023-03-01T19:58:25 | CONTRIBUTOR | null | false | {
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The current string split fuzzer are not hitting the logic of the string split operations, because the first argument they pass to the operation is set to be a string rather than a vector of stri... | {
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"@To3No7,\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 post this issue on keras-team/keras [repo](https://github.com/keras-team/keras/issues).\r\nTo know more please refer:\r\nhttps://discuss.tensorflow.... | 2023-02-27T20:40:21 | 2023-03-18T01:58:16 | 2023-03-18T01:58:13 | 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
TensorFlow version: 2.11.0 as well as 2.13.0-dev20230227
### Custom Code
Yes
### OS Platform and Distribution
Colab & Ubuntu 22.04
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"Hi @nluehr This PR is in draft, any update on this? Please. Thank you!",
"@nluehr Nice, thanks! Internally we're talking about what we can do to bring this convenience to users. Using the new wheels somehow looks like a big improvement over [TensorFlow's miniconda-based instructions](https://www.tensorflow.org/i... | 2023-02-27T17:42:41 | 2023-10-02T17:17:55 | 2023-07-12T18:37:50 | CONTRIBUTOR | null | false | {
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For example, after... | {
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"Hello @tilakrayal @pjpratik any ideas? Thanks in advance.",
"Hi @pjindal91 Thanks for reporting the issue.\r\n\r\nSorry for the delayed response.\r\n\r\nYou can try to build with target architecture `PYTHON=python3 tensorflow/lite/tools/pip_package/build_pip_package_with_cmake.sh aarch64` in your case.\r\n\r\nI ... | 2023-02-27T13:05:52 | 2023-03-31T01:56:32 | 2023-03-31T01:56:30 | 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
Tensorflow lite master branch
### Custom Code
No
### OS Platform and Distribution
Ubuntu 18.04.6 LTS
### Mobile device
Nvidia Jetson na... | {
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"Hi @Tessil Can you please resolve conflicts? Thank you!",
"Hi @Tessil Can you please resolve conflicts? Thank you!",
"This PR is stale because it has been open for 14 days with no activity. It will be closed if no further activity occurs. Thank you.",
"This PR was closed because it has been inactive for 14 d... | 2023-02-27T10:01:05 | 2024-05-25T01:49:16 | 2024-05-25T01:49:03 | CONTRIBUTOR | null | false | {
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This PR adds, if needed, a `tosa.slice` operator before kernel-based operators to ensure only the actual used size is passed as input to these operators so that the pre-condition on OH/OW is respected (example in [tosa.conv2d](https://www.mlplatform.org/tosa/tosa_spec.html#_conv2d)). | {
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Note that we believe TF used to cache the value, so this is considered to be a regression fix.
cc @nluehr @pjannaty | {
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"There are too many failures with this change. It looks like we do rely on the assumption that taking a subslice past the end returns an empty slice. Maybe removing the check on `start` will reduce the number of failures? Otherwise we need to fix all the affected tests.",
"Hi @avoskoboinyk-lohika Any update on... | 2023-02-27T08:55:14 | 2023-07-23T01:59:46 | 2023-07-23T01:59:41 | NONE | null | false | {
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"@gaikwadrahul8 \r\nI was able to reproduce the issue on Colab using TF v2.11. Please find the gist [here](https://colab.research.google.com/gist/tiruk007/b093f4f3040b6544b918eb96d7467f65/untitled143.ipynb) for reference.\r\n\r\nThank you !",
"Hi, @sayakpaul \r\n\r\nApologize for the delay and I was able to repli... | 2023-02-27T05:43:50 | 2023-05-16T18:21:29 | 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
2.10.0
### Custom Code
Yes
### OS Platform and Distribution
Colab
### Mobile device
_No response_
### Python version
_No response_
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"Hi @EnariSaarBolt \r\nPlease provide the version of `libhexagon_nn_skel` and kindly refer to this similar issue [here](https://github.com/tensorflow/tensorflow/issues/39539). Also refer to the note below mentioned in [TensorFlow Lite Hexagon delegate](https://www.tensorflow.org/lite/android/delegates/hexagon) an... | 2023-02-26T23:26:45 | 2023-05-10T13:24:26 | 2023-03-18T01:58:15 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.10.0
### Custom Code
Yes
### OS Platform and Distribution
Windows 10
### Mobile device
QCS6125
### Python version
_No response_
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"Hi @terryheo Can you please review this PR ? Thank you!",
"This PR is stale because it has been open for 14 days with no activity. It will be closed if no further activity occurs. Thank you."
] | 2023-02-26T19:50:47 | 2023-04-18T23:13:01 | 2023-04-18T17:21:59 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-04-... | I have updated broken link for `lib_task_api `from `https://github.com/tensorflow/examples/tree/master/lite/examples/object_detection/android/lib_task_api` to the working link `https://github.com/tensorflow/examples/tree/eb925e460f761f5ed643d17f0c449e040ac2ac45/lite/examples/object_detection/android/lib_task_api` so pl... | {
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"@milincheta Thanks for reporting the issue.\r\n\r\nAs the error suggest, the Android SDK version 29 might be required for installation. \r\n\r\nHowever, as this is not a bug or feature request related to tensorflow, we encourage you to post it in stack overflow or forum.\r\n\r\nThanks.",
"@pjpratik I think its ... | 2023-02-26T16:44:57 | 2023-07-22T01:55:08 | 2023-07-22T01:55:06 | NONE | null | null | null | Just following the steps on a fresh installation of Android studio on ubuntu get the following error when trying to run: Could not find compile target android-29 for modules :start | {
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"@Rury04,\r\nI suspect that you are trying to install the tensorflow on the windows machine. Then there is a high possibility for getting the above error because of the below reasons.\r\nThere are at least 3 possible scenarios:\r\n\r\n- You need to install the MSVC 2019 redistributable\r\n- Your CPU does not suppor... | 2023-02-26T14:21:20 | 2023-04-08T01:50:14 | 2023-04-08T01:50:12 | 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
2.10
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.9
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