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"Hello, @ajayaraman!\r\nSorry for the late response!\r\nPlease ensure that the version of 'keras_cv' you're using is compatible with your Keras version. If you're using an older version of 'keras_cv', consider upgrading to a newer version. Also please check the Python you're using as it requires Python version 3.6 ... | 2023-10-20T09:15:01 | 2023-12-13T01:49:47 | 2023-12-13T01:49:43 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
tf 2.14
### Custom code
No
### OS platform and distribution
Linux
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"Hi @BmanClark \r\n\r\nCould you please provide the steps you have followed for TFLite conversion inorder to reproduce the issue?\r\n\r\nThanks.\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.",
"Sorry, I've been busy w... | 2023-10-20T08:51:01 | 2024-05-14T01:48:46 | null | NONE | null | null | null | **System information**
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): On Windows 10 / WSL2, but targeting but Android
- TensorFlow installed from (source or binary): (using PyTorch and converting to tflite from there)
- TensorFlow version (or github SHA if from source):
Using TFLite 2.8.0, but there'... | {
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"Hi @antoche ,\r\n\r\nThanks for reporting. The issue exists in TF2.13v and got fixed in Tf2.14V onwards. Please refer to attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/1701a420793980bbda384b6a05815bcc/62180.ipynb).\r\n\r\nThank you!",
"I'm getting the issue in 2.12.0 as well. When was it in... | 2023-10-19T23:01:28 | 2023-12-21T01:48:57 | 2023-12-21T01:48:53 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
v2.13.0-rc2-7-g1cb1a030a62
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No response_
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"@DLumi Could you please check whether you are using the same TF version for training and inference?\r\nPlease provide a simple standalone code to replicate the issue reported here. \r\nThank you!",
"@sushreebarsa I'm sorry, but did you even read what I wrote in the issue template? \r\nThere you can find as simpl... | 2023-10-19T14:29:06 | 2023-11-25T01:48:10 | 2023-11-25T01:48:05 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.12.1 / 2.14.0
### Custom code
No
### OS platform and distribution
Win 10 22H2
### Mobile device
_No response_
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"Hello @ujjwalnur ! As per the documentation [here](https://www.tensorflow.org/api_docs/python/tf/map_fn), some arguments are deprecated in this api **tf.map_fn** which will be removed in the future versions. Please use **fn_output_signature** instead. \r\nThank you!\r\n",
"@sushreebarsa Your response does not h... | 2023-10-19T12:34:32 | 2023-11-29T15:20:10 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
tf2.14
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
### GCC/co... | {
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"Hi @nijat-ahmadli \r\n\r\nThis seems to be an issue with Android < 8 compatibility with latest TF Versions. Can you please provide the Android version you are using?\r\n\r\nPlease check this relevant issue #61951 \r\n\r\nThanks.",
"Hi @pjpratik Thanks for your reply.\r\nI am using following versions for the proj... | 2023-10-19T11:27:34 | 2023-11-02T18:40:25 | null | NONE | null | null | null | ### Describe the problem
Describe the problem clearly here. Be sure to convey here why it's a bug in TensorFlow or a feature request.
- TensorFlow Lite initialisation crashes when using versions 2.12 and above on any Android Emulator with API level between 21 and 25 included.
### Source code / logs
Include any ... | {
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"Hi @gab48 ,\r\n\r\nThough the argument `reshuffle_each_iteration=None` in the function, it defaults to `True` only which is documented in the argument description of this function. Please refer to argument description below as per document source [link](https://www.tensorflow.org/api_docs/python/tf/data/Dataset#sh... | 2023-10-19T10:17:57 | 2023-11-10T01:48:12 | 2023-11-10T01:48:12 | NONE | null | null | null | ### Issue type
Feature Request
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.14.0
### Custom code
Yes
### OS platform and distribution
Windows 11
### Mobile device
_No response_
### Python version
3.11.4
### Bazel version
_No response_
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"+1 \r\nI was having the same issue last week with CONV_2D op after quantization, any hints on the issue are appreciated. @sushreebarsa \r\nThank you,",
"Hello, @Marouan-st! The provided drive link is not accessible to me. Could you please provide the access or share the colab gist to replicate the issue reporte... | 2023-10-19T09:39:50 | 2023-11-02T18:18:19 | null | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution : Ubuntu 22.04.3 LTS
- TensorFlow installation: pip install tensorflow (virtual env: venv)
- TensorFlow library: pip package -> tensorflow 2.14.0
### 2. Code
Colab to build the models and reproduce the issue:
[Reproduce the issue](https://colab.rese... | {
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"Hello, @9527-csroad!\r\nTo use the Tesla T4 GPU in TensorFlow, please specify the `device:GPU device` type when creating a model or running a session with latest TF version as you are using an older version which is not actively supported. \r\nThank you!",
"Thanks for your reply, @sushreebarsa . Which version sh... | 2023-10-19T09:36:17 | 2024-02-05T01:14:26 | 2024-02-05T01:14:23 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf-gpu 2.4.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 18.04
### Mobile device
Ubuntu 18.04
### Python version
3.8
### Bazel version
_No response_
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"I am able to reproduce\r\n\r\n```sh\r\n./benchmark_model --graph=split_v.tflite\r\nINFO: STARTING!\r\nWARN: Duplicate flags: num_threads\r\nINFO: Log parameter values verbosely: [0]\r\nINFO: Graph: [split_v.tflite]\r\nINFO: Loaded model split_v.tflite\r\nINFO: Initialized TensorFlow Lite runtime.\r\nINFO: Applying... | 2023-10-19T06:26:51 | 2023-10-19T21:40:58 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.14.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 18.04.6
### Mobile device
_No response_
### Python version
Python 3.8.3
### Bazel version
bazel 5.3.0
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"I was able to reproduce this issue in 2.14.\r\n\r\n<img width=\"746\" alt=\"image\" src=\"https://github.com/tensorflow/tensorflow/assets/118897289/acd98354-bf15-4b1f-85d0-873ec21a243b\">\r\n\r\n\r\n@pkgoogle Could you please look into this?\r\n\r\nThanks.",
"I was able to reproduce off of nightly:\r\n\r\n```\r\... | 2023-10-19T06:23:32 | 2023-10-27T18:40:22 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.14.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 18.04.6
### Mobile device
_No response_
### Python version
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### Bazel version
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"I was able to reproduce this issue in 2.14.\r\n\r\n<img width=\"746\" alt=\"image\" src=\"https://github.com/tensorflow/tensorflow/assets/118897289/f99130a9-f836-4dc5-85cd-c30f8e6b8088\">\r\n\r\n@pkgoogle Could you please look into this issue?\r\n\r\nThanks.",
"I was able to reproduce on nightly:\r\n\r\n```\r\n.... | 2023-10-19T06:20:18 | 2023-10-27T18:46:49 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.14.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 18.04.6
### Mobile device
_No response_
### Python version
Python 3.8.3
### Bazel version
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"@SiriusHsh Thank you for raising this issue!\r\nCould you please check the following things;\r\na. Using the latest TF version\r\nb. Try using different benchmark tools of other TFlite versions and\r\nc. Switching to GPU instead of CPU\r\nPlease let us know if it helps?\r\nThank you!",
"This issue is stale beca... | 2023-10-19T06:16:31 | 2023-11-27T18:41:49 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.14.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 18.04.6
### Mobile device
_No response_
### Python version
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### Bazel version
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"I am able to reproduce:\r\n\r\n```sh\r\n./benchmark_model --graph=maximum.tflite\r\nINFO: STARTING!\r\nWARN: Duplicate flags: num_threads\r\nINFO: Log parameter values verbosely: [0]\r\nINFO: Graph: [maximum.tflite]\r\nINFO: Loaded model maximum.tflite\r\nINFO: Initialized TensorFlow Lite runtime.\r\nERROR: Invali... | 2023-10-19T03:28:57 | 2023-10-19T21:39:42 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.14.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 18.04.6
### Mobile device
_No response_
### Python version
Python 3.8.3
### Bazel version
bazel 5.3.0
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"I was able to reproduce this on 2.14.\r\n\r\n<img width=\"746\" alt=\"image\" src=\"https://github.com/tensorflow/tensorflow/assets/118897289/217679ae-139d-4bfe-9c08-19a98ef007a8\">\r\n\r\n@pkgoogle Could you please look into this issue?\r\n\r\nThanks.",
"I was able to reproduce on nightly:\r\n\r\n```\r\n./bench... | 2023-10-19T03:23:05 | 2023-10-27T18:49:53 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.14.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 18.04.6
### Mobile device
_No response_
### Python version
Python 3.8.3
### Bazel version
bazel 5.3.0
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"I was able to reproduce this issue on r2.14.\r\n\r\n<img width=\"746\" alt=\"image\" src=\"https://github.com/tensorflow/tensorflow/assets/118897289/e1956661-acb0-463a-aa8c-36f6dc1f1d94\">\r\n\r\n@pkgoogle Could you please look into this issue?\r\n\r\nThanks.",
"I was able to reproduce on nightly:\r\n\r\n```\r\n... | 2023-10-19T03:18:32 | 2023-10-27T18:42:18 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.14.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 18.04.6
### Mobile device
_No response_
### Python version
Python 3.8.3
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"I was able to reproduce this on 2.14.\r\n\r\n<img width=\"746\" alt=\"image\" src=\"https://github.com/tensorflow/tensorflow/assets/118897289/e7d720df-37f9-4a95-b47e-8b90b829ccd0\">\r\n\r\n@pkgoogle Could you please look into this issue?\r\n\r\nThanks.\r\n",
"I was able to reproduce on nightly:\r\n\r\n```\r\n./b... | 2023-10-19T03:12:22 | 2023-10-27T18:44:23 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.14.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 18.04.6
### Mobile device
_No response_
### Python version
Python 3.8.3
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"I am able to reproduce:\r\n\r\n```sh\r\n./benchmark_model --graph=densify.tflite\r\nINFO: STARTING!\r\nWARN: Duplicate flags: num_threads\r\nINFO: Log parameter values verbosely: [0]\r\nINFO: Graph: [densify.tflite]\r\nINFO: Loaded model densify.tflite\r\nINFO: Initialized TensorFlow Lite runtime.\r\nERROR: Invali... | 2023-10-19T03:08:24 | 2023-10-19T21:38:19 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.14.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 18.04.6
### Mobile device
_No response_
### Python version
Python 3.8.3
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"I was able to reproduce as noted above, @alankelly, can you please take a look? Thanks."
] | 2023-10-19T03:03:34 | 2023-10-24T17:43:53 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.14.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 18.04.6
### Mobile device
_No response_
### Python version
Python 3.8.3
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"I was able to reproduce in both 2.14 and nightly as well.\r\n\r\n<img width=\"995\" alt=\"image\" src=\"https://github.com/tensorflow/tensorflow/assets/118897289/3923ff7e-e267-46ba-91d2-c671cc682eac\">\r\n\r\n@pkgoogle Could you please look at this issue?\r\n\r\nThanks.\r\n",
"I was able to reproduce on nightly ... | 2023-10-19T02:49:08 | 2023-10-30T16:47:14 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.14.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 18.04.6
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
bazel 5.3.0
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"Please don't use \"add file\"/\"update file\"/\"fix file\"/etc. commit messages. These are hard to reason about when looking at the history of the file/repository. Instead, please write explanatory git commit messages.\r\n\r\nThe commit message is also the title of the PR if the PR has only one commit. It is thus ... | 2023-10-18T17:39:26 | 2023-10-22T20:27:28 | 2023-10-22T20:27:25 | CONTRIBUTOR | spam | false | {
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} | Break up the code into smaller functions.
Split the convert_graph_def() function into functions for importing the GraphDef, running the pass pipeline, and converting the MLIR module to text. Add unit tests.
Add unit tests for the convert_graph_def() function to ensure that it is working as expected. Add docstring... | {
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"@vladbelit could you PTAL ",
"We have a similar change going out soon (nightly jobs), though there are still a couple of details being hashed out with regards to CI",
"Hi @SamuelMarks Can you please rebase your branch and resolve conflicts? Thank you!",
"This could probably be closed - the Linux x86/ARM 3.1... | 2023-10-18T16:51:40 | 2023-11-03T13:18:09 | 2023-11-03T13:18:09 | CONTRIBUTOR | null | false | {
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} | I saw 5f7f05a so I guess we're close to Python 3.12 support. Committing this up so I can see what passes/fails and fix accordingly. | {
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"merged_at": "2023-10-... | Fixes https://github.com/tensorflow/tensorflow/issues/58676.
When running eager op as a function, `tf.data` ops are getting repeatedly cached leading to high memory usage as reported in the above issue. The fix is to recognize such ops and prevent them from getting cached again. | {
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"Hi @rsuderman, Can you please review this PR ? Thank you!",
"Hi @jpienaar, Can you please review this PR ? Thank you!",
"Hi @jpienaar, Can you please review this PR ? Thank you!",
"Hi @jpienaar, Can you please review this PR ? Thank you!",
"@NatashaKnk would you review this please?\r\nthis is another patch... | 2023-10-18T15:32:09 | 2024-06-07T16:30:45 | null | CONTRIBUTOR | null | false | {
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} | This patch adds EqualizeRanks of muliply inputs in case their ranks are different. A lit test is added to test for this case.
Change-Id: Icef0a591126c42d7bb269eab630725440fd69643 | {
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"@penpornk ",
"Hi @penpornk, Can you please review this PR ? Thank you!",
"Hi @penpornk, would you mind taking a look at this PR and let me know if any changes are needed? Thank you :) ",
"> Thank you for the PR and sorry for the delay! Could you please paste some microbenchmarks/end-to-end model performance ... | 2023-10-18T15:15:44 | 2024-02-01T20:20:40 | 2024-02-01T20:20:39 | CONTRIBUTOR | null | false | {
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"I really need your help to solve this problem!\r\n",
"It is the final linkage step that raise an error stating can't find -lnativewindow",
"Hi @wqy123456 ,\r\n\r\nCould you please try adding `--copt=-DMESA_EGL_NO_X11_HEADERS=1` to the command and let us know if it helps. For more details please refer similar i... | 2023-10-18T14:13:31 | 2023-10-20T07:46:07 | 2023-10-20T07:46:05 | NONE | null | null | null | System information
OS Platform and Distribution: Ubuntu 20.04
TensorFlow installed from (source or binary): source
TensorFlow version: 2.12.0
Bazel version (if compiling from source): 5.3.0
GCC/Compiler version (if compiling from source): 9.4.0
Describe the problem
Building libtensorflowlite_gpu_delegate.s... | {
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"@hfwanguanghui Could you please make sure that you are using the correct version of CMake?\r\nAs you are using Linux so please confirm if you have used right command for CMake as below,\r\n```\r\ncmake -S tensorflow/lite -B build -DCMAKE_TOOLCHAIN_FILE=path/to/toolchain.cmake\r\n\r\n```\r\nThe toolchain file that ... | 2023-10-18T12:48:09 | 2024-05-28T08:57:33 | 2023-11-15T01:49:20 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf.2.8
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"Hi @rsuderman, Can you please review this PR ? Thank you!",
"Hi @jpienaar, Can you please review this PR ? Thank you!",
"Hi @rdzhabarov, Can you please review this PR ? Thank you!",
"Hi @jpienaar, Can you please review this PR ? Thank you!",
"Hi @jpienaar, Can you please review this PR ? Thank you!"
] | 2023-10-18T10:29:02 | 2024-06-07T16:30:24 | null | CONTRIBUTOR | null | false | {
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} | Hi,
This PR adds check for getApproximateAttr when converting TFL -> TOSA legalization and adds GELU approximation transform.
Thanks,
Saoirse | {
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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/62148/checks?check_run_... | 2023-10-18T09:37:38 | 2023-11-06T04:53:51 | 2023-11-06T04:53:51 | CONTRIBUTOR | null | false | {
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As per TensorFlow [bitcast](https://www.tensorflow.org/api_docs/python/tf/bitcast#:~:text=Bitcast%20is%20implemented%20as%20a%20low%2Dlevel%20cast%2C%2... | {
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"@algat There could be the following reasons for this specific build failure such as;\r\na. The dependencies would be missing - the libraries such as Flatbuffers, and XNNPACK should be installed properly\r\nb. Incompatible dependencies - the version would be mismatched sometimes which will cause this failure\r\nc. ... | 2023-10-18T08:25:53 | 2023-11-30T01:49:33 | 2023-11-30T01:49:20 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.14
### Custom code
No
### OS platform and distribution
Mac Ventura
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
### G... | {
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"@sachinprasadhs,\r\nI was able to reproduce the issue on tensorflow v2.14 and [tf-nightly](https://colab.research.google.com/gist/tilakrayal/627c4a38027beada5fb0a4da7bc8e915/untitled1396.ipynb) But whereas in tensorflow v2.13, the colab was unable to get a crash and it was executed with the error. Kindly find the ... | 2023-10-18T05:32:47 | 2023-10-19T18:34:37 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
v1.12.1-100714-gd8e55c05473 2.15.0-dev20231005
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS (x86_64)
### Mobile device
_No response_
### Python version
_No r... | {
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"Hi @RangaSamudrala ,\r\n\r\nThe `AdjustContrastV2` Op has no gradient registered. Hence you are getting the error. You can have a look into [source](https://www.tensorflow.org/api_docs/python/tf/raw_ops) here to find the list of Ops and have gradient support or not.",
"This issue is stale because it has been op... | 2023-10-17T21:50:07 | 2023-11-02T01:47:26 | 2023-11-02T01:47:24 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
google collaboration
### Mobile device
_No response_
### Python version
3.10.12
### Bazel version
_No response_
### GCC/co... | {
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"merged_at": "2023-10-... | Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.0.6 to 2.0.7.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a href="https://github.com/urllib3/urllib3/releases">urllib3's releases</a>.</em></p>
<blockquote>
<h2>2.0.7</h2>
<ul>
<li>Made body stripped from HTTP requests changing the request m... | {
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2. To Check for errors. For example, check that the shift amount is not greater than 31 or less than -31. If it is, return an error instead of converting the multiplier to zero.
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"@GwiHwan-Go I tried to replicate the issue reported in both TF [v2.14](https://colab.research.google.com/gist/sushreebarsa/4303b9fd7d7e08b6e3d08631d24c9fcd/62142.ipynb#scrollTo=n-zt9Xm8Z7oy) , tf-[nightly](https://colab.research.google.com/gist/sushreebarsa/3260a844f3a8be89da01fce7e053ffbd/untitled890.ipynb#scroll... | 2023-10-17T17:58:27 | 2024-02-23T03:51:27 | 2024-02-23T00:52:44 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
v1.12.1-100714-gd8e55c05473 2.15.0-dev20231005
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS (x86_64)
### Mobile device
_No response_
### Python version
_No r... | {
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"@GwiHwan-Go I tried with the latest TF version 2.14 and the result is as shown in the below;\r\n```\r\ntf.Tensor(\r\n[ 1.6422114 0.17947054 -1.2081759 -1.3383625 0.62573224 1.6191798\r\n -0.49271154], shape=(7,), dtype=float32)\r\n[ ]\r\n\r\n```\r\nCould you please have a look at the [gist](https://colab.res... | 2023-10-17T14:32:50 | 2023-11-17T01:49:17 | 2023-11-17T01:49:13 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
v1.12.1-100714-gd8e55c05473 2.15.0-dev20231005
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.3 LTS (x86_64)
### Mobile device
_No response_
### Python version
_No r... | {
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"merged_at": "2023-10-... | fix #62091
Still convert cos to sin with $cos(x) = sin(\frac{\pi}{2} - x)$
But since input tensor is not available when `TransformCosIntoSupportedOps()` is called, we should do `sub` then `sin` instead of manipulating the input tensor as suggested by in #62091
Tested on Pixel 8 Pro.
When tested with `nnapi_d... | {
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"@rafaelubalmw,\r\nCould you please provide some more information and the usecase to analyse the issue in an effective way. Thank you!",
"This issue is stale because it has been open for 7 days with no activity. It will be closed if no further activity occurs. Thank you.",
"This issue was closed because it has ... | 2023-10-17T13:16:22 | 2023-11-02T01:47:26 | 2023-11-02T01:47:26 | NONE | null | null | null | https://github.com/tensorflow/tensorflow/blob/b2a7a25d102fec8fc7e3690218b627738d8a6fc2/tensorflow/compiler/mlir/tosa/transforms/legalize_common.cc#L1234
Should be:
```
int crops_lo = crops_const[i * 2 + 0];
int crops_hi = crops_const[i * 2 + 1];
```
The tests happen to cover only the case in which `crops_di... | {
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"Hi @MKrbm ,\r\n\r\nThanks for reaching us. `tensorflow-macos` is built and maintained by Apple. I hope you have followed the metal plugin instructions [here](https://developer.apple.com/metal/tensorflow-plugin/). As this works fine on Colab(Linux) and the issue persists on only Mac M1, I request you to raise an is... | 2023-10-17T12:49:02 | 2024-02-14T01:47:23 | 2024-02-14T01:47:21 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.14
### Custom code
No
### OS platform and distribution
macOS 14.0
### Mobile device
_No response_
### Python version
3.11 / 3.10
### Bazel version
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"Broken commit was reverted by https://github.com/tensorflow/tensorflow/commit/341a0320140f94a57eb81bbba8f70615afca161e",
"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=Yes&entry.21... | 2023-10-17T10:11:33 | 2023-10-18T09:27:43 | 2023-10-18T09:27:40 | CONTRIBUTOR | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
git HEAD
### Custom code
No
### OS platform and distribution
Ubuntu 20.04
### Mobile device
n/a
### Python version
3.9.17
### Bazel version
6.1.0
### GCC/compiler version
17.0.0
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"This issue is stale because i... | 2023-10-17T04:49:24 | 2023-12-05T10:22:59 | 2023-11-30T01:49:22 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): WSL Linux Ubuntu 20.04 (although I've also tried on Linux Ubuntu 22.04)
- TensorFlow installation (pip package or built from source): Pip package (t.
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Feature Request
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
r2.6
### Custom code
Yes
### OS platform and distribution
centos / redhat 7.x
### Mobile device
_No response_
### Python version
3.6
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"merged_at": "2023-10-... | Before merging this PR, please double check that it has correctly updated
`core/public/version.h`, `tools/pip_package/setup.py`, and
`tensorflow/tensorflow.bzl`. Also review the execution notes below:
```
Major: 2 -> 2
Minor: 15 -> 15
Patch: 0 -> 0
WARNING: Below are potentially instances of lingering old version str... | {
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"BTW this may not even fix it as the classifier for 12.2 is not even listed on https://pypi.org/classifiers/ yet, but at least it would be correct for when it does appear."
] | 2023-10-16T16:38:22 | 2023-10-17T15:06:34 | 2023-10-17T15:06:33 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-10-... | For CUDA 12 there is an extra field in the classifier so add that in to fix the upload failures.
Fixes: https://github.com/tensorflow/tensorflow/issues/62127 | {
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"https://github.com/tensorflow/tensorflow/actions/runs/6516448173/job/17699971553",
"Thank you. This is being rolled back for now. \r\nIn the meantime, a PR was created to add the classifier to PyPi: \r\nhttps://github.com/pypa/trove-classifiers/pull/155",
"You could use 'Environment :: GPU :: NVIDIA CUDA :: ... | 2023-10-16T16:34:28 | 2023-10-17T15:06:38 | 2023-10-17T15:06:35 | CONTRIBUTOR | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
git HEAD
### Custom code
No
### OS platform and distribution
Ubuntu 20.04
### Mobile device
n/a
### Python version
3.9.17
### Bazel version
6.1.0
### GCC/compiler version
16.0.6
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"Hi @elfringham Can you please resolve conflicts? Thank you!",
"Issue was resolved by https://github.com/tensorflow/tensorflow/commit/5a39244519e46bfba66e377e5ee533bc2ab3969b"
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} | Compiling with gcc compiler results in a build failure due the use of 'false' in the static_assert. Instead replace this with the condition that needs to be satisified.
Fixes: https://github.com/tensorflow/tensorflow/issues/62125 | {
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"Introduced by https://github.com/tensorflow/tensorflow/commit/e7aa1cadef44349d57019401e54d4fb390bf48f1",
"Fixed by https://github.com/tensorflow/tensorflow/commit/5a39244519e46bfba66e377e5ee533bc2ab3969b",
"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-10-16T14:13:37 | 2023-10-18T09:35:23 | 2023-10-18T09:35:20 | CONTRIBUTOR | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
git HEAD
### Custom code
No
### OS platform and distribution
Ubuntu 20.04
### Mobile device
n/a
### Python version
3.9.17
### Bazel version
6.1.0
### GCC/compiler version
10.2.1
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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/62124/checks?check_run_... | 2023-10-16T13:14:07 | 2023-10-18T05:58:04 | 2023-10-18T05:58:04 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-10-... | **Pull Request Summary:**
This pull request updates the forward compatibility date in the `forward_compatibility_horizon` function to fix a small typo in the function signature. The parameter name `date` has been corrected to `day` for consistency.
**Changes Made:**
- Updated the function signature in `forward_c... | {
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"Hello, @justlike-prog ! Could you please add the new line so that the bytes are returned in LITTLE_ENDIAN. By default, the order of a ByteBuffer object is BIG_ENDIAN. Finally, the order method is invoked to modify the byte order. \r\n```\r\n byteBuffer.order(ByteOrder.nativeOrder()); // new line added\r\n```\r\n... | 2023-10-16T12:51:19 | 2023-11-14T01:48:22 | 2023-11-14T01:48:20 | NONE | null | null | null | - OS Platform and Distribution (e.g., Linux Ubuntu 16.04): MacOS
- TensorFlow installation (pip package or built from source): pip
- TensorFlow library (version, if pip package or github SHA, if built from source): 2.13
I get different results when running my model with the TF Lite interpreter in Python and on A... | {
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"@DAMMYICAN,\r\nThere are at least 3 possible scenarios:\r\n\r\n 1. You need to install the MSVC 2019 redistributable\r\n 2. Your CPU does not support AVX2 instructions\r\n 3. Your CPU/Python is on 32 bits\r\n 4. There is a library that is in a different location/not installed on your system that cannot... | 2023-10-16T12:29:18 | 2023-10-17T11:01:14 | 2023-10-17T11:01:12 | NONE | null | null | null | Good day!
I have a project and i need TensorFlow module (this is the first time using the library)
I have installed the library and try to force-download different lower versions and they got installed successfully but to import now is the issue
Below is the error message it keep bringing up:
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"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=Yes&entry.2137816233=https://github.com/tensorflow/tensorflow/issues/62121\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-10-16T12:12:00 | 2023-10-16T13:05:50 | 2023-10-16T13:05:47 | NONE | null | null | null | Please go to Stack Overflow for help and support:
https://stackoverflow.com/questions/tagged/tensorflow
If you open a GitHub issue, here is our policy:
1. It must be a bug, a feature request, or a significant problem with the
documentation (for small docs fixes please send a PR instead).
2. The form be... | {
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"Hi @mitsunami \r\n\r\nIt is hard to say from the error log, I can guess that there is a problem with the input data being passed with android. Please check the input tensor shapes and resize before during inference accordingly. Also, you need to see of the data chunk being passed is of 81920. \r\n\r\nAnother possi... | 2023-10-16T11:10:13 | 2024-02-03T13:26:19 | null | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution: TFLite conversion on Windows 10 and run models on Android 13
- TensorFlow installation: pip package
- TensorFlow library: 2.14.0
### 2. Code
I understand the importance of providing a reproducible code for better troubleshooting. Given the size and co... | {
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"@Varun-pro,\r\nThe TensorFlow provides TensorFlow Lite for Microcontrollers which is designed to run machine learning models on microcontrollers and other devices with only a few kilobytes of memory.\r\n\r\nPlease check the list of [supported platforms](https://www.tensorflow.org/lite/microcontrollers#supported_pl... | 2023-10-16T06:47:18 | 2023-11-01T01:48:45 | 2023-11-01T01:48:43 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.14
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu 20.04
### Mobile device
Renesas Board
### Python version
3.8
### Bazel version
6.1.0
### GCC/compiler versi... | {
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"@cheesy-burger,\r\nCould you please provide more information for the requested change. Whenever I tried to install the tensorflow with the provided statement, it worked without any issues. **pip install tensorflow[and-cuda]**\r\n\r\n![Screenshot 2023-10-16 9 15 18 PM](https://github.com/tensorflow/tensorflow/asset... | 2023-10-16T04:06:30 | 2023-10-31T01:47:46 | 2023-10-31T01:47:44 | NONE | null | null | null | Running this `pip install tensorflow[and-cuda]` command would be wrong as failed to install, but running `pip install "tensorflow[and-cuda]"` is okay. It just required the quotation mark. Please fix the documentation. | {
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"Hi @Bajirak \r\n\r\nBy default, the model will run by dequantizing the 8-bit parameters to 32-bits, and then performing operations in standard 32-bit floating point arithmetic depending on the hardware support(assuming hardware supports floating point arithmetic). \r\n\r\nFor example if there is a hardware support... | 2023-10-16T02:02:27 | 2023-10-29T23:40:03 | 2023-10-29T23:40:00 | NONE | null | null | null | ### Issue type
Others
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.13.0
### Custom code
No
### OS platform and distribution
Linux Ubuntu 18.04
### Mobile device
_No response_
### Python version
3.8
### Bazel version
_No response_
### GCC/compil... | {
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"Can I try my hands on it?",
"@drewshark Thank you for raising this issue!\r\nTruncation designates that negative numbers will round fractional quantities toward zero. It performs integer division. When the denominator is zero, there is no integer quotient that can be defined, so the function raises an error.\r\n... | 2023-10-15T05:48:56 | 2023-11-15T01:49:26 | 2023-11-15T01:49:22 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.14.0
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"@Abhinav0002 Here is a new [TensorFlow Lite delegate](https://www.tensorflow.org/lite/performance/delegates) that utilizes Hexagon NN Direct to run quantized models faster on the millions of mobile devices with Hexagon DSPs. Could you please have a look at this for reference? \r\nFor any further queries can you pl... | 2023-10-14T10:56:43 | 2023-11-17T10:54:14 | 2023-11-17T10:54:11 | NONE | null | null | null | I am trying to run Tensorflow utilizing the Hexagon DSP on an ARM Devkit running ARM Linux
I am able to build Tensorflow for DSP. Also the necessary DSP files are available (.so files) , but I am not able to find resources for any code in Python that would be able to run on DSP | {
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"@zengtianzeng,\r\nIf you need .dll files, you should only rename `bazel-bin\\tensorflow\\libtensorflow_cc.so` to `tensorflow_cc.dll.` and `bazel-bin\\tensorflow\\liblibtensorflow_cc.so.ifso` to `tensorflow_cc.lib`.\r\n\r\nAlso you are using tensorflow v2.6 and bazel 3.7.2 which are pretty old. So I request to upda... | 2023-10-14T02:49:05 | 2023-10-31T01:47:49 | 2023-10-31T01:47:46 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.6.0
### Custom code
Yes
### OS platform and distribution
Windows
### Mobile device
_No response_
### Python version
3.7.16
### Bazel version
3.7.2
### GCC/compiler versio... | {
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"Hi @rsuderman, Can you please review this PR ? Thank you!"
] | 2023-10-14T00:44:28 | 2023-11-21T20:49:33 | 2023-11-21T20:49:32 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-11-... | legalization of tfl.quantize used to do:
- multiply by scale in f32, add zeropoint in f32, cast to output type
this led to mismatches because tosa cast (fp to int) used rounding mode: "round to nearest, tie to even",
so rounding can be wrong when adding the zeropoint before rounding.
this patch changes legaliza... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/62109 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62109/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62109/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62109/events | https://github.com/tensorflow/tensorflow/issues/62109 | 1,942,741,075 | I_kwDOArmXAs5zy-BT | 62,109 | Errors when building v2.14 from source - ubuntu 20.04 / arm64 / GPU + CUDA (capabilities 8.7) / clang 16 | {
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"Hi @antoniaelsen ,\r\n\r\nBy looking at the logs it seems your environment have CUDA 11.4 and cuDNN 8 versions which may raise compatibility issues. For TF2.14v, CUDA=11.8 and cuDNN=8.7 are tested versions.\r\n\r\nPlease refer the official tested build configurations [here](https://www.tensorflow.org/install/sourc... | 2023-10-13T22:49:45 | 2023-10-25T16:57:27 | 2023-10-25T16:57:24 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
v2.14.0
### Custom code
No
### OS platform and distribution
Ubuntu 20.04.6
### Mobile device
_No response_
### Python version
3.10.13
### Bazel version
... | {
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"Got the following replies\r\nhttps://github.com/openxla/xla/commit/3dab17571e28a5acac08e4905f115fc6da9365b4#r129933757\r\n\r\nhttps://groups.google.com/a/openxla.org/g/openxla-discuss/c/ILBDvAIp0Ps",
"Hi, @apivovarov ! Thank you for asking this question. \r\nYour above comment is helpful.\r\nThere is an open [ti... | 2023-10-13T17:30:43 | 2023-10-18T04:48:21 | 2023-10-18T04:48:21 | CONTRIBUTOR | null | null | null | I have a question about the code block below https://github.com/tensorflow/tensorflow/blob/master/third_party/xla/xla/translate/hlo_to_mhlo/hlo_utils.cc#L286-L288
hlo_utils.cc - ConvertPrimitiveTypeToMLIRType
```
default:
if (primitive_util::IsIntegralType(element_type)) {
return mlir::IntegerTyp... | {
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"Thanks for help, @Varsha-anjanappa, this issue was because of non-english symbols in the path name",
"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=Yes&entry.2137816233=https://git... | 2023-10-13T14:34:18 | 2024-01-10T06:42:52 | 2023-11-14T01:48:23 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf 2.14.0
### Custom code
Yes
### OS platform and distribution
Windows 11 Home 22H2
### Mobile device
_No response_
### Python version
3.9.13
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Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.6.0
### Custom code
Yes
### OS platform and distribution
Windows
### Mobile device
_No response_
### Python version
3.7.16
### Bazel version
3.7.2
### GCC/compiler versio... | {
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"Hi @ThuyyTran \r\n\r\nCould you please share a toy TFLite model or TF saved model inorder to reproduce the error. That will help to better investigate the issue.\r\n\r\nThanks.",
"> Hi @ThuyyTran\r\n> \r\n> Could you please share a toy TFLite model or TF saved model inorder to reproduce the error. That will hel... | 2023-10-13T04:47:44 | 2023-10-19T06:43:24 | 2023-10-19T06:43:22 | NONE | null | null | null | ### 1. System information
- Ubuntu20.04
- Tensorflow: 2.11
- Python: 3.10.8
- Pytorch: 1.12.0
### 2. Code
#### The first convert Pytorch model to Onnx with dynamic input:
network = 'rSfM120k-tl-resnet50-gem-w'
state = load_url(PRETRAINED[network], model_dir=os.path.join(get_data_root(), 'networks'))... | {
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"@SuryanarayanaY I was able to replicate this issue. Please find the [gist](https://colab.research.google.com/gist/sushreebarsa/fc4de78e81b2267dd16fd133c349190a/copy-of-cnn.ipynb#scrollTo=vNVwAMsaNlIV) here. Thank you!",
"I have been digging into the code and I think I found out what the problem is. It appears th... | 2023-10-13T03:30:14 | 2023-11-01T16:08:15 | 2023-11-01T16:07:57 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
Google Colab
### Mobile device
_No response_
### Python version
3.10.12
### Bazel version
_No response_
### GCC/compiler ... | {
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"Thanks for checking out the newer scripts. Sorry that it's not super clear, but they're still under development. They were not the scripts used to build TF 2.14 -- we're aiming to use them for TF 2.16. So they're not guaranteed to work yet.\r\n\r\nI'm guessing this is not working because your build is not using th... | 2023-10-12T22:14:27 | 2023-10-16T20:53:35 | null | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
TF2.14
### Custom code
No
### OS platform and distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
Python3.10
### Bazel version
_No response_
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"@yurymiguel,\r\nThe package tensorflow-cpu-aws is meant for **Arm/AArch64** processors and it can't be downloaded in `X86_64` architectures through pip. \r\n\r\nPip will try to resolve the wheels suitable for the particular host platform and if it is not found then it raises the error like no matching distribution... | 2023-10-12T17:16:38 | 2023-11-10T01:48:23 | 2023-11-10T01:48:21 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
Atual
### Custom code
Yes
### OS platform and distribution
Torizon-Linux arm64
### Mobile device
Linux arm64
### Python version
3.10.9
### Bazel version
_No response_
### ... | {
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"Hi @erickrf ,\r\n\r\nI have replicated the reported problem and attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/f627915b4bb167190faa73aa179736cd/62100.ipynb) here. With Tf2.9v I can see execution time around 63 sec whereas with TF2.14v estimated time Going to 5 Hours. With tf-nightly its taken... | 2023-10-12T13:41:59 | 2023-11-29T23:31:57 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.14.0
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.10
### Bazel version... | {
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"Thank you for the adjustments. If I understand correctly, this will need to land together with the OpenXLA PR. I will include these changes into the internal change so that both can be landed together.",
"This has been merged in https://github.com/tensorflow/tensorflow/commit/b5953b857b7e8f4f0eb6e67ac7c3c40c9d4d... | 2023-10-12T10:26:46 | 2023-10-13T08:25:50 | 2023-10-13T08:25:46 | CONTRIBUTOR | null | false | {
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This PR contains adaptions on TF side required for integration of unified blas-lt API in XLA: https://github.com/openxla/xla/pull/5911 | {
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"Hello, @Varun-pro! Could you please refer to [this](https://github.com/tensorflow/tensorflow/issues/41809) issue where it states that after this [commit](https://github.com/tensorflow/tensorflow/commit/3cbb50768909c585d33e99ba10172d1c44c04d6f) the support for sycl has been removed. For opencl as well [this](https... | 2023-10-12T06:47:22 | 2023-11-02T01:47:31 | 2023-11-02T01:47:28 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.14
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.8
### Bazel version
_No response_
### GCC/compiler ver... | {
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"Hi @jiangshaonian \r\n\r\nCould you please fill the [template](https://github.com/tensorflow/tensorflow/issues/new?assignees=&labels=comp%3Alite-in-play-services&projects=&template=tflite-in-play-services.md) ignoring play services?\r\n\r\nFor using flex ops for C/C++ we need to enable Flex delegate by linking a T... | 2023-10-12T06:22:08 | 2023-11-02T01:47:30 | 2023-11-02T01:47:30 | NONE | null | null | null |
ERROR: Select TensorFlow op(s), included in the given model, is(are) not supported by this interpreter. Make sure you apply/link the Flex delegate before inference. For the Android, it can be resolved by adding "org.tensorflow:tensorflow-lite-select-tf-ops" dependency. See instructions: https://www.tensorflow.org/lit... | {
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"Since the issue depends mainly on Numpy, let's wait till the Numpy issue to get resolved.",
"@sachinprasadhs It seems that numpy is not going to make new releases for 1.23.* (https://github.com/numpy/numpy/issues/24903#issuecomment-1779586475). Could we move to use 1.24.0 in TF so that we won't be impacted by th... | 2023-10-12T05:23:55 | 2023-10-26T13:07:53 | null | CONTRIBUTOR | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15
### Custom code
No
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No response_
### GCC/compiler versi... | {
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"Hi @Syndicateeee ,\r\n\r\nCould you please confirm the installation command you have used ? Is it `python3 -m pip install tensorflow[and-cuda]` ??\r\n\r\nAlso please note that above command will fetch the required cuda,cudnn libraries automatically. So please don't install any cuda libraries separately as it seems... | 2023-10-11T20:36:58 | 2023-10-19T11:40:12 | 2023-10-15T11:56:50 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
v2.14.0-rc1-21-g4dacf3f368e 2.14.0
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu 22.04.1 on WSL2
### Mobile device
_No response_
### Python version
3.10.12... | {
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"Yes, there's a way to do this by creating multiple instances of a model's architecture and loading different weights for each instance. Then, you can use pridict() method for each of these different instances of the original model for the same batch of data.",
"@ManishSharma1609 each predict would be a separate ... | 2023-10-11T19:47:19 | 2024-02-10T06:25:48 | 2023-11-14T01:48:25 | CONTRIBUTOR | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
n/a
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"@arivero ,\r\n\r\nIdeally `ParameterServerStrategy` is designed for multi worker training to enable data parallelism which can scale up a machine learning model on multiple machines. With single worker you can't get performance because of communication overhead.\r\n\r\nFor single device training (on same machine),... | 2023-10-11T19:20:30 | 2023-10-18T09:26:27 | null | NONE | null | null | null | ### Issue type
Feature Request
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.8
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
##... | {
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"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=Yes&entry.2137816233=https://github.com/tensorflow/tensorflow/issues/62092\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-10-11T18:25:54 | 2023-10-11T19:49:28 | 2023-10-11T19:49:25 | CONTRIBUTOR | null | null | null | Tensorflow-probability's [test](https://github.com/tensorflow/probability/issues/1753#issuecomment-1753993699) is broken, and it appears to be due to a [bad definition in tensorflow](https://github.com/tensorflow/probability/issues/1753#issuecomment-1756359940).
This is preventing the tensorflow-probability team fro... | {
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"Hi @brtal \r\n\r\nThanks for the finding. \r\n\r\nIs the error reproducible in the nightly pull as well?\r\n\r\nAre you interested in creating a PR for this?\r\n\r\nThanks.\r\n\r\n",
"Yes it repros in nightly.\r\n\r\n```\r\no1q:/data/local/tmp $ ./benchmark_model_nightly --use_nnapi=true --graph=models/nnapi_cos... | 2023-10-11T17:32:53 | 2023-10-23T05:41:38 | 2023-10-23T05:41:36 | NONE | null | null | null | ### Issue type
Bug (segfault!)
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.14
### Custom code
No
### OS platform and distribution
Android 13
### Mobile device
Pixel 4
### Python version
_No response_
### Bazel ver... | {
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"I fix the bug in another PR #62112",
"Closing the PR as it is fixed in another PR mentioned [here](https://github.com/tensorflow/tensorflow/pull/62090#issuecomment-1762710097)."
] | 2023-10-11T14:35:36 | 2023-12-27T23:00:27 | 2023-11-16T06:53:43 | COLLABORATOR | null | false | {
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} | The API `tf.math.is_non_decreasing` returns `True` with `unsigned` input dtypes even though the input have decreasing values. This is because of the overflow that happens at this line of code.
https://github.com/tensorflow/tensorflow/blob/4dacf3f368eb7965e9b5c3bbdd5193986081c3b2/tensorflow/python/ops/check_ops.py#L1... | {
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"@sachinprasadhs I was able to replicate the issue reported [here](https://colab.research.google.com/gist/sushreebarsa/6fdcee7ffcbc7773d8dcf8ff7b65524c/failed-to-determine-best-cudnn-convolution-algorithm.ipynb#scrollTo=KuFHU9kYs24S). Thank you!",
"It seems to be a problem with XLA. When `jit_compile` is set to `... | 2023-10-11T12:42:52 | 2023-11-21T08:21:47 | null | CONTRIBUTOR | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
'v2.13.0-rc2-7-g1cb1a030a62', '2.13.0'
### Custom code
Yes
### OS platform and distribution
Google Colab
### Mobile device
No
### Python version
Google Colab default
### Bazel version... | {
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"Personally I digged into this issue a little bit.\r\n\r\nWhen mlir bridge is enabled, ops roughly go through the following transformations:\r\n\r\ngraph -> tf dialect -> mhlo dialect -> xla hlo dialect -> some backend stuff...\r\n\r\nTaking gather as an example, after transforming to tf.GatherV2, TensorFlowShapeIn... | 2023-10-11T12:07:56 | 2023-11-14T01:48:31 | 2023-11-14T01:48:27 | CONTRIBUTOR | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.14
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
3.11
### Bazel version
_No response_
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"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=Yes&entry.2137816233=https://github.com/tensorflow/tensorflow/issues/62087\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-10-11T11:29:35 | 2023-10-11T13:12:14 | 2023-10-11T13:12:10 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13
### Custom code
Yes
### OS platform and distribution
ubuntu 22.4
### Mobile device
_No response_
### Python version
3.8.9
### Bazel version
_No response_
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"Hi,\r\n\r\nThanks for reporting the issue.\r\n\r\n`conda-forge` is community build TensorFlow which we don't have any control on.\r\n\r\nFor 1.15 version, you can refer to the official `PyPi` release from `TensorFlow` here https://pypi.org/project/tensorflow/1.15.0/.\r\n\r\nHowever, it is suggested to use latest `... | 2023-10-11T11:14:22 | 2023-10-18T06:33:56 | 2023-10-18T06:33:53 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
1.15
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"Hello, @Varun-pro! \r\nThank you for raising the issue! We could see you are using TF v2.3, which is an older version and not actively supported. Could you please have a look at this [doc](https://www.tensorflow.org/install/source) and try to build TF using the latest TF version?\r\nThank you!",
"Thanks for the ... | 2023-10-11T08:34:35 | 2023-10-29T01:48:10 | 2023-10-29T01:48:08 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.3.0
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.8
### Bazel version
3.1.0
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"Hi @ezhulenev - Can you please share the failures in internal failures in feedback/copybara? Is there something that needs to be fixed?",
"@cantonios - can you please review this PR? is there anything for me to fix? Thanks.",
"Hmm... now that XLA/TSL has been separated out of TF, it looks like we're having iss... | 2023-10-11T06:27:49 | 2023-12-14T21:08:29 | 2023-12-14T21:08:29 | CONTRIBUTOR | null | false | {
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"Hi @areiner222 ,\r\n\r\nI have replicated the reported issue and attached gist for [reference](https://colab.sandbox.google.com/gist/SuryanarayanaY/a31e40d2e2cca8f6c71d5a704eb17240/62082.ipynb#scrollTo=Xg_ZS9IIy1wn). We need to check this.\r\n\r\nThanks!"
] | 2023-10-10T22:43:01 | 2023-10-16T22:17:14 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf 2.14
### Custom code
Yes
### OS platform and distribution
Apple Silicon M1
### Mobile device
_No response_
### Python version
3.10
### Bazel version
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