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https://api.github.com/repos/tensorflow/tensorflow/issues/62383 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62383/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62383/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62383/events | https://github.com/tensorflow/tensorflow/issues/62383 | 1,990,728,372 | I_kwDOArmXAs52qBq0 | 62,383 | [Apple ARM architecture] - Golang app crashes when use TensorFlow in M1 Mac (ARM-based). | {
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"@joseangel-mm To fix this issue , you need to install the TensorFlow library that is specifically designed for ARM-based Macs. You can download this library from the TensorFlow website.\r\nPlease make sure that you are using the latest version of TensorFlow and the latest version of the Golang toolchain. When you ... | 2023-11-13T14:04:23 | 2024-01-12T13:15:55 | 2024-01-12T13:15:52 | 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
MacOS Ventura 13.5
### Mobile device
Mac M1 Pro
### Python version
_No response_
### Bazel version
_No response_
### GCC/c... | {
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"Hi, @akote123!\r\nCould you please fill the [template ](https://github.com/tensorflow/tensorflow/issues/new?assignees=&labels=&projects=&template=tensorflow_issue_template.yaml)which will help us to analyze the issue.\r\nThank you!",
"@Venkat6871 , Iam here going through the latest Tensorflow code base in github... | 2023-11-13T10:48:22 | 2023-12-05T03:38:08 | 2023-12-05T03:38:04 | NONE | null | null | null | Hi,
I am trying to understand the mkl_heuristcs from tensorflow/core/util/mkl_heuristics.h .In rewrite_thresholds list the const values are given to framework cost and thread_sync_cost as :
{"Conv2D", 0x41, 0xd40, {0.9349, 22.603}},
{"_FusedConv2D", 0x41, 0xd40, {0.9349, 22.603}},
{"FusedBatchNormV3... | {
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"I was able to reproduce this issue in TF 2.14 and nightly.\r\n\r\n<img width=\"1304\" alt=\"image\" src=\"https://github.com/tensorflow/tensorflow/assets/118897289/bd5e8838-2886-42ec-8b3e-2a81899da4ba\">\r\n\r\n@pkgoogle Could you please look into this?\r\n\r\nThanks.",
"I am able to replicate on nightly:\r\n\r\... | 2023-11-13T10:39:12 | 2024-05-10T16:13:16 | null | NONE | null | null | null | ### System information
- **OS Platform and Distribution (e.g., Linux Ubuntu 16.04)**: Linux Ubuntu 23.10
- **GCC/Compiler version (if compiling from source)**: 13.2.0
- **CUDA/cuDNN version**: 11.8
- **installed dependencies**:
```
cmake/mantic,now 3.27.4-1 amd64 [installiert]
cuda-11-8/unbekannt,now... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/62380 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62380/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62380/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62380/events | https://github.com/tensorflow/tensorflow/issues/62380 | 1,989,985,117 | I_kwDOArmXAs52nMNd | 62,380 | Unable to build cpu debug on windows | {
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"Hi @ksapozhn ,\r\n\r\nTF2.6v is quiet older and not actively supported. Please test with latest versions.\r\n\r\nAlso please try including the flags`--linkopt=/DEBUG --host_linkopt=/DEBUG` for windows build with latest version and let us know the outcome.",
"Unfortunatly I can't test newer version as I'm workin... | 2023-11-13T06:41:22 | 2023-11-30T01:49:10 | 2023-11-30T01:49:06 | NONE | null | null | null | Hello,
I'm trying to build TF 2.6 using the following command
bazel --output_base="D:/bazel_output" build --config=dbg //tensorflow/tools/lib_package:libtensorflow
### System information
- I'm using source code with tag v2.6.0
- Windows 10 Enterprise
- Trying to build TF 2.6 from source
- Python 3.9.18... | {
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"@Qinlong275 Could you please try to update your clang compiler to a newer version that supports the neonfp16arith instruction set. You may also need to modify the compiler flags that are being used to compile XNNPACK.\r\nThank you!",
"> @Qinlong275 Could you please try to update your clang compiler to a newer ve... | 2023-11-13T03:24:16 | 2023-11-16T13:46:38 | 2023-11-16T11:22:37 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.12.0
### Custom code
Yes
### OS platform and distribution
mac apple m1; android studio
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
build i... | {
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"Hi **@lonidard** ,\r\nI have replicated the reported behavior with jit_compile=True with 2.14,2.13 and tf-nightly. Here I attached a [gist1](https://colab.research.google.com/gist/Venkat6871/1d590ef56e562b957d22fdce5b2a03e6/62378_2-14-2-13-v.ipynb),[ gist2](https://colab.research.google.com/gist/Venkat6871/1d590ef... | 2023-11-12T17:01:11 | 2023-12-30T01:48:04 | 2023-12-30T01:48:00 | NONE | null | null | null | ### Issue type
Performance
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.14.0
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### ... | {
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"@pkgoogle, Please look into this issue.\r\nThis issue is reproduced on Ubuntu 22.04 as well. Please find the [gist](https://colab.sandbox.google.com/gist/LakshmiKalaKadali/87143c7cbd6eafc272e664b1d2b315fb/-62377.ipynb#scrollTo=yKdq5HjwfvyD).\r\n\r\nThank You\r\n\r\n",
"Hi @tribui141108, can you try using pip ins... | 2023-11-12T05:26:48 | 2023-11-23T09:21:35 | 2023-11-23T09:21:31 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.14.0
### Custom code
No
### OS platform and distribution
Raspbian OS (64-bit)
### Mobile device
_No response_
### Python version
3.11.2
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"Hi @hunnder ,\r\n\r\nWe need `input_file=\"DS.csv\"` to debug the issue.\r\n\r\nAs per my understanding,It seems the problem is you are feeding different shape of input than the model trained on. Could you please verify the shapes of `trainX` in `model.fit()` and `x_input` in `x_input = x_input.reshape((1, n_step... | 2023-11-12T00:15:32 | 2023-11-30T01:49:27 | 2023-11-30T01:49:08 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.14.0 and 2.13.0
### Custom code
Yes
### OS platform and distribution
window 10
### Mobile device
jupyter notebook
### Python version
Python 3.9.12
### Bazel version
_No respon... | {
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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/62375\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-11-11T11:10:41 | 2023-11-11T11:29:49 | 2023-11-11T11:29:47 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.14
### Custom code
Yes
### OS platform and distribution
Windows 10
### Mobile device
_No response_
### Python version
3.11.1
### Bazel version
_No response_
### GCC/compiler versio... | {
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"Hi @BiophiliaSWDA ,\r\n\r\nThis seems to be issue related to linker ids on Macos. Please have a look into the bazel repo issues [1](https://github.com/bazelbuild/bazel/issues/16286), [2](https://github.com/bazelbuild/bazel/issues/16053) and let us know if this is of help.",
"> Hi @BiophiliaSWDA ,\r\n> \r\n> This... | 2023-11-11T10:32:53 | 2023-12-15T01:49:31 | 2023-12-15T01:49:25 | NONE | null | null | null | ### Issue type
Feature Request
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
tf2.12.0
### Custom code
No
### OS platform and distribution
MacOS12.6
### Mobile device
_No response_
### Python version
3.10
### Bazel version
5.3.0
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"@tilakrayal \r\nDo you think this issue is a bug in the TensorFlow Profiler?\r\nPlease let me know your opinion.",
"@y-vectorfield,\r\nI tried to execute the given tutorial and it was executed without any issue/error. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/c1d0879b01c... | 2023-11-11T04:49:16 | 2024-04-19T14:37:29 | null | NONE | null | null | null | I used the TensorFlow profiler to measure large-scale DL models' CPU/GPU performance. However, this tool did not work correctly. I did not see a graph for the results of measurement using TensorBoard. Hence, I tried a tutorial of [this](https://colab.research.google.com/github/tensorflow/docs-l10n/blob/master/site/ja/t... | {
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Please follow up with the reviewer and close this issue once its resolved. | {
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"@Skillnoob Could you please make sure that you are using the correct TensorFlow Lite model and interpreter for your Edge TPU device?\r\nThe Edge TPU hardware and firmware needs to be up to date to avoid such issues.\r\nThank you!",
"@sushreebarsa The model has been converted to tflite with int8 and compiled usin... | 2023-11-10T22:11:05 | 2024-02-29T22:52:01 | 2024-02-29T22:51:59 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.14.0
### Custom code
Yes
### OS platform and distribution
Raspberry Pi Os Bookworm
### Mobile device
_No response_
### Python version
3.11.2
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"@sachinprasadhs \r\nAWS c7g is ARM-based CPU, so it might not use oneDNN (TensorFlow-MKL)"
] | 2023-11-10T18:55:51 | 2023-11-29T00:18:47 | null | CONTRIBUTOR | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
TF2.14
### Custom code
No
### OS platform and distribution
Linux Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No response_
### GCC/compile... | {
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"@nitishvu,\r\nI was facing a different issue while executing the above mentioned code. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/1e0f62846cab4956ca733d98b81bb4a3/untitled1512.ipynb). Also clear_session() is not enough to reset states and ensure reproducibility. Also needed... | 2023-11-10T16:19:25 | 2023-11-30T01:49:30 | 2023-11-30T01:49:10 | NONE | null | null | null | ### Issue type
Performance
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
v2.14.0-rc1-21-g4dacf3f368e 2.14.0
### Custom code
Yes
### OS platform and distribution
ubuntu 20.04
### Mobile device
_No response_
### Python version
3.9.17
### Bazel version... | {
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"It is intentional that tensorflow-lite-support is empty.\r\nThe Java classes have moved into tensorflow-lite-support-api which tensorflow-lite-support has a dependency on.",
"This issue is stale because it has been open for 7 days with no activity. It will be closed if no further activity occurs. Thank you.",
... | 2023-11-10T13:58:46 | 2023-11-30T01:49:12 | 2023-11-30T01:49:11 | NONE | null | null | null | I wanted to use AAR file from Maven for version 0.4.4
https://repo1.maven.org/maven2/org/tensorflow/tensorflow-lite-support/0.4.4/
but in Android it couldn't find class TensorBuffer.
i checked AAR (changed to ZIP and unpacked and looked into Jar and found no class), also low volume of file <1KB made me suspicio... | {
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Please follow up with the reviewer and close this issue once its resolved. | {
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"Hi **@ofirgo**,\r\nCould you please check with the latest stable version. I checked with versions Tf=2.13, 2.14 and tf-nightly too. It is working fine for me for both the models. It is recommended to save and load the models in the same TF version which will not conflict in the outcome. I attached a [gist ](https:... | 2023-11-09T10:16:47 | 2024-02-07T01:46:43 | 2024-02-07T01:46:37 | 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
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
3.10
### Bazel version
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"> Please write a complete PR description - I have no context for this change\r\n\r\nSorry, missed that. Just added that info. \r\n\r\nPlease let me know if you have any other questions. \r\n\r\nThanks!",
"@akuegel I can see some failing CIs, but they are all internal. Can you please share what's failing?\r\nTha... | 2023-11-09T03:37:58 | 2023-12-07T17:30:37 | 2023-12-06T18:42:38 | CONTRIBUTOR | null | false | {
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Passes this call context to XLA for GEMM calls(See this XLA PR)
https://github.com/openxla/xla/pull/6533
XLA passes this information to library call | {
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Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.13
### Custom code
Yes
### OS platform and distribution
macOS 14.1
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
... | {
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"Hi @hemangchawla, I'm trying to recreate the converted model but I don't know how your params are defined, please review this colab: https://colab.sandbox.google.com/gist/pkgoogle/4ddd628342ee82a0a0eaf946a34f5ca4/62360.ipynb. If you can finish how you get the converted model and revert it back to me, that'll be th... | 2023-11-09T00:07:09 | 2023-12-11T00:11:58 | null | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Ubuntu 18.04
- TensorFlow installation (pip package or built from source): pip
- TensorFlow library (version, if pip package or github SHA, if built from source): 2.13
- Mobile Device: iPhone 13 Pro
### 2. Code
Provide code... | {
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"additionally, from bazel\r\n```\r\n\r\nbazel build --config=elinux_aarch64 -c opt //tensorflow/lite/c:libtensorflowlite_c.so\r\n\r\nINFO: Reading 'startup' options from /Users/juan.crescente/Documents/rand/tensorflow-or/.bazelrc: --windows_enable_symlinks\r\nINFO: Options provided by the client:\r\n Inherited 'co... | 2023-11-08T15:33:52 | 2023-11-30T01:49:21 | 2023-11-30T01:49:13 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.8
### Custom code
No
### OS platform and distribution
arm64
### Mobile device
macOS
### Python version
_No response_
### Bazel version
6.1.0
### GCC/compiler version
_... | {
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"build succeeded when compiling with `gcc`. Closing the issue.\r\n```\r\n[11,350 / 11,354] Compiling tensorflow/compiler/tf2xla/kernels/mirror_pad_op.cc; 77s local\r\n[11,351 / 11,354] [Prepa] Linking tensorflow/libtensorflow.so.2.14.0\r\n[11,351 / 11,354] Linking tensorflow/libtensorflow.so.2.14.0; 1s local\r\n[11... | 2023-11-08T13:35:41 | 2023-11-27T14:06:43 | 2023-11-09T21:28:26 | CONTRIBUTOR | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf v2.14.0
### Custom code
No
### OS platform and distribution
Linux arm64
### Mobile device
_No response_
### Python version
3.11.2
### Bazel version
6.4.0
### GCC/compiler version
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"@cantonios \r\nCan you review this please?"
] | 2023-11-08T08:45:11 | 2023-11-10T07:47:52 | 2023-11-10T07:47:52 | CONTRIBUTOR | null | false | {
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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/62355\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-11-08T08:30:56 | 2023-12-05T06:38:18 | null | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
v2.13.0
### Custom code
Yes
### OS platform and distribution
ubuntu 22.04.1 on aarch64
### Mobile device
_No response_
### Python version
python 3.10.12
### Bazel version
6... | {
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"Hi @panhu ,\r\n\r\nCould you please refer to the below note from the documentation.\r\n\r\n> Note: This generates a static library libtensorflow-lite.a in the current directory but the library isn't self-contained since all the transitive dependencies are not included. To use the library properly, you need to crea... | 2023-11-08T07:05:01 | 2023-11-24T01:48:13 | 2023-11-24T01:48:10 | NONE | null | null | null | **System information**
- Linux
**Standalone code to reproduce the issue**
I want to use cmake to build TensorFlow Lite C library. But based on the tutorial(https://tensorflow.google.cn/lite/guide/build_cmake#build_tensorflow_lite_c_library) content, I obtained an ". a" static file, but what I needed was an ". so" ... | {
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"Hi, @Maja-GHub!\r\nCould you please make sure that the TensorFlow Lite modules are installed at the same time your application is installed or updated from the Play Store?\r\nIn order to expedite the trouble-shooting process here,Could you please fill the issue [template](https://github.com/tensorflow/tensorflow/i... | 2023-11-08T04:16:06 | 2023-11-24T01:48:16 | 2023-11-24T01:48:12 | NONE | null | null | null | **System information**
- Android Device information (use `adb shell getprop ro.build.fingerprint`
if possible):
- TensorFlow Lite in Play Services SDK version (found in `build.gradle`):
- Google Play Services version
(`Settings` > `Apps` > `Google Play Services` > `App details`):
**Standalone code to reproduce the... | {
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"The problem is that `tf.keras.callbacks.ModelCheckpoint` and `tf.keras.callbacks.EarlyStopping` uses `set_params` from parent class `tf.keras.callbacks.Callback` which is not working well. So solution to add separate `set_params` method in both (I have also added `set_params`) source (tf.keras.callbacks.ModelCheck... | 2023-11-08T02:26:44 | 2023-11-08T12:14:27 | 2023-11-08T12:14:24 | NONE | null | null | null | ```
Issue type : Bug
Have you reproduced the bug with TensorFlow Nightly? : No
Source : source
TensorFlow version : v2.14.0-rc1-21-g4dacf3f368e 2.14.0
Custom code ... | {
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"@arielman,\r\nCould you please try [limiting gpu memory growth](https://www.tensorflow.org/guide/gpu#limiting_gpu_memory_growth) and see if it helps. Before that please make sure you close all python sessions and exit python interpreter, we want to make sure your gpu is not utilized any simulations.\r\n\r\n```\r\n... | 2023-11-07T22:06:22 | 2023-11-24T01:48:19 | 2023-11-24T01:48:14 | NONE | null | null | null | In the last days, some python tests started to fail on our GPU VM:
`E tensorflow.python.framework.errors_impl.InternalError: CUDA runtime implicit initialization on GPU:0 failed. Status: all CUDA-capable devices are busy or unavailable`
We check the VM and couldn't find anything suspicious: driver is ok, ... | {
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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: 15 -> 15
Patch: 0 -> 0
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"What compilation errors do you get?",
"In fact, I've figured out how to use libtensorflowlite_flex.so on my own. Here's how I incorporated this library into my work. I used CMake to link the TensorFlow Lite library and compile my code. A simplified example is as follows:\r\n\r\n```CMake\r\ncmake_minimum_required... | 2023-11-07T13:25:53 | 2024-03-31T08:35:19 | 2023-11-29T01:48:56 | NONE | null | null | null | I'm currently working with the TensorFlow Lite C++ API and have encountered some challenges regarding the usage of the flex delegate. I've successfully built the libtensorflowlite_flex.so library following the instructions provided on the official TensorFlow website. However, I am unclear on how to properly utilize thi... | {
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"To clarify a bit, I disagree with @jelinkovaz and there is no single dist with complete metadata. The manylinux x86_64 would need to also have:\r\n```\r\nRequires-Dist: tensorflow-macos (==2.13.0) ; platform_system == \"Darwin\" and platform_machine == \"arm64\"\r\n```\r\n\r\nTo form a complete set of metadata.\r\... | 2023-11-07T10:53:44 | 2023-12-01T01:52:16 | 2023-12-01T01:52:11 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.13.0
### Custom code
No
### OS platform and distribution
MacOS , Ventura 13.1
### Mobile device
_No response_
### Python version
3.9
### Bazel version... | {
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"Hi **@venergiac-bh** \r\nI replicated this issue with Tf 2.14 ,2.13 and tf-nightly too. I attached a [gist](https://colab.research.google.com/gist/Venkat6871/0ebdf8b84d6ab18e13df7188fc821346/62345_2-14-v.ipynb) here for reference.\r\n\r\nThank you! ",
"Hi @venergiac-bh ,\r\n\r\nI have tested it with keras-nightl... | 2023-11-07T10:51:00 | 2023-11-25T01:47:46 | 2023-11-25T01:47:43 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.14.0
### Custom code
No
### OS platform and distribution
Windows
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No response_
### GCC/compiler version
_... | {
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"@tpasternak,\r\nCould you please provide the complete steps and the document you are following to install the tensorflow. It helps to debug the issue in an effective way. Thank you!",
"I just followed this guide https://www.tensorflow.org/install/source on Fedora 38 VM in UTM (fully updated) on Mac.\r\n\r\nPlea... | 2023-11-07T10:07:14 | 2023-11-17T08:19:01 | 2023-11-17T08:18:58 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
v2.15.0-rc1
### Custom code
No
### OS platform and distribution
Fedora aarch64
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
the one from bazelve... | {
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"VERSIONS\r\nConda 23.9\r\ntensorflow 2.10.0\r\npython 3.9.18\r\nkeras 1.1.2 by pip install keras\r\n\r\n\r\nCODE\r\n\r\nimport cv2\r\nimport numpy as np\r\n#import tensorflow as tf\r\nimport keras\r\nfrom keras.models import load_model\r\n\r\n\r\nERROR:\r\nC:\\Users\\acer\\fmd_project\\fmd_script>python fmd_backe... | 2023-11-07T08:14:02 | 2023-11-25T01:47:48 | 2023-11-25T01:47:45 | 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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"@fti-sfuke Could you please make sure that you are using the latest TF version , if not then please try to reinstall it in your system. Maybe the TensorFlow installation has been corrupted. Another way is to create a virtual environment and test it with the latest TF version. Please let us know if it helps?\r\nTha... | 2023-11-07T07:30:30 | 2024-05-13T08:05:02 | 2023-11-26T01:49:25 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.12.0
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu 22.04
### Mobile device
_No response_
### Python version
python3.10
### Bazel version
_No response_
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"Hi **@TANGATG** \r\nTensorFlow Lite itself doesn't control whether your application runs in the background on your phone. The background execution and multitasking capabilities are managed by the Android system itself, while TensorFlow Lite is responsible for running machine learning models on the device.\r\nThank... | 2023-11-07T02:28:37 | 2023-12-04T01:49:10 | 2023-12-04T01:49:06 | NONE | null | null | null | **System information**
- Andriod Platform:
- TensorFlow installed from source:
- TensorFlow version is the latest:
**my issue**
For the tflite image processing application, the Android system usually uses a camera to collect data, for example, a demo of object detection, and uses a mobile phone camera to col... | {
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"@oberluz,\r\nCould you please provide the python version and the environment details where you are trying to install the tensorflow. It helps to debug the issue. Thank you!",
"Python 3.11\r\nubuntu 22.04\r\narch amd64 (k8)",
"Here are the logs from my build in case they help:\r\n\r\nNote: these are the logs fr... | 2023-11-06T19:18:28 | 2023-12-08T09:15:43 | 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
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
6.1.0
### GCC/compile... | {
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"Hi @ujjwalnur,\r\n\r\nCould you please confirm whether you have used the flag `--config=cuda` and set **Y** to the `./configure` step `Do you wish to build TensorFlow with CUDA support?` while building?",
"This issue is stale because it has been open for 7 days with no activity. It will be closed if no further a... | 2023-11-06T17:44:49 | 2023-12-09T01:15:43 | 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 22.04
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No response_
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"Made moot by https://github.com/tensorflow/tensorflow/commit/ac91facc65a890dd703367a1fe5a14512de52012"
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} | The new shared object needs its rpath correcting for installation by pip so add the commands to achieve this to the pip package build script.
Fixes: https://github.com/tensorflow/tensorflow/issues/62336 | {
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"Hi, @early-stopper!\r\nThis issue generally arises because UNC paths are not supported by the underlying TensorFlow library. TensorFlow uses a local file system to store and load models, and UNC paths are not considered to be local files.\r\nAs you said you can use different saving formats as a workaround for now.... | 2023-11-06T17:18:10 | 2024-01-22T10:45:53 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
tf 2.14.0
### Custom code
Yes
### OS platform and distribution
Windows 10
### Mobile device
_No response_
### Python version
3.11.6
### Bazel version
_No response_
### GCC/compiler v... | {
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"Fixed by https://github.com/tensorflow/tensorflow/commit/ac91facc65a890dd703367a1fe5a14512de52012",
"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://gith... | 2023-11-06T16:44:13 | 2023-11-07T09:23:35 | 2023-11-07T09:23:32 | 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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https://api.github.com/repos/tensorflow/tensorflow/issues/62334 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62334/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62334/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62334/events | https://github.com/tensorflow/tensorflow/pull/62334 | 1,979,378,325 | PR_kwDOArmXAs5es2ti | 62,334 | Mitigate Image-Scaling Attacks: Implement Secure Scaling Algorithms | {
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"This code will not run. You would need to implement functions for optimized_ops::SecureResizeBilinear, optimized_ops::SecureResizeBilinearInteger, and reference_ops::SecureReiszeBilinear. Right now you are calling functions that do not yet exist. Follow what previous ops have done. You also will need to add some t... | 2023-11-06T15:02:12 | 2023-11-08T02:26:27 | 2023-11-08T02:26:24 | NONE | null | false | {
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} | Referencing #42388
This pull request addresses the issue of **image-scaling attacks** by implementing **secure scaling algorithms** in the TensorFlow codebase. Image-scaling attacks pose a security threat to machine learning applications, similar to adversarial examples, as they allow adversaries to manipulate the o... | {
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"Hi, Thanks for confirming working condition. \r\n\r\nCould you please close this issue, if you don't have any other concerns. \r\n\r\nFor building fro... | 2023-11-06T11:01:22 | 2023-11-28T10:39:58 | 2023-11-28T10:39:55 | CONTRIBUTOR | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf 2.15.0-rc1
### Custom code
Yes
### OS platform and distribution
RHEL 8
### Mobile device
_No response_
### Python version
3.9
### Bazel version
6.... | {
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"Hi @0x0L ,\r\n\r\nAs Keras now become multi backend to support Pytorch, Jax as backend along with Tensorflow , there has been changes. Keras do have plan to support ragged tensors in future but not sure of exact time line.\r\n\r\nPlease have a look into Keras tickets #[18467](https://github.com/keras-team/keras/is... | 2023-11-06T10:20:44 | 2023-11-10T11:09:05 | 2023-11-10T11:09:02 | NONE | null | null | null | Hello,
It seems keras 3 (used in tf nightly) has dropped support for ragged tensors.
What are the plans for the future of ragged tensors in keras tf?
Thanks | {
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"@navaronbracke TensorFlow Lite in Google Play services does not support version 1.13.0 because it is still in preview. If you need to use TensorFlow Lite version 1.13.0, you can do so by downloading the TensorFlow Lite SDK directly from the TensorFlow website. You can then add the TensorFlow Lite SDK to your app a... | 2023-11-06T09:29:35 | 2023-11-06T13:48:16 | 2023-11-06T13:48:15 | NONE | null | null | null | I received an error report from a user that was using TensorFlow Lite through the `mobile_scanner` library.
As this library uses the most up-to-date version of `mlkit-barcode-scanning`, which has `TensorFlow Lite` as a dependency,
I cannot resolve the root cause of this issue.
From the changelogs I do not direct... | {
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"merged_at": "2023-11-... | Update gemmlowp version that applied patch to avoid unneeded linker flag(`-lpthread` ).
More details are described at #61839
fixes #61839 | {
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"Hi **@akote123** \r\nTo get operation-level timings or execution time of specific operations within a graph, you can use the TensorFlow Profiler tool. I attached a [gist](https://colab.research.google.com/gist/Venkat6871/0a522038d4ff7e056d7cdb57cd33d884/62329.ipynb) for your reference.\r\n\r\nThank you!",
"@Venk... | 2023-11-06T05:30:37 | 2024-02-01T10:35:09 | null | NONE | null | null | null | Hi,
For inference how we can get op level timings in tensorflow
Thanks | {
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"If someone is solving the same issue, I've installed `cuda toolkit` and `cudnn`, updated `LD_LIBRARY_PATH` and it worked, basically:\r\n\r\n```sh\r\n> conda activate tf-test\r\n> conda install cudatoolkit=11.8\r\n> export LD_LIBRARY_PATH=\"$HOME/miniconda3/envs/tf-test/lib\"\r\n> conda install cudnn=8.9\r\n> pytho... | 2023-11-05T22:05:28 | 2023-11-05T22:44:49 | 2023-11-05T22:44:47 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.1
### Custom code
No
### OS platform and distribution
Li
### Mobile device
Gentoo Linux 6.1.57-gentoo-x86_64
### Python version
3.11.5
### Bazel ve... | {
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"I'm sorry for not providing enough information. This is the project exported by Android Studio [onDeviceTrainingEx.zip](https://github.com/tensorflow/tensorflow/files/13278511/onDeviceTrainingEx.zip), it is built on Windows 10(but the model is converted on Linux). ",
"Hi @TiAmoLip \r\n\r\nI have observed that yo... | 2023-11-05T15:45:55 | 2023-11-10T13:35:45 | 2023-11-10T13:35:42 | NONE | null | null | null | I am trying to perform on device training in kotlin with tensorflowlite in Android Studio. I followed the tutorial from [text](https://tensorflow.google.cn/lite/examples/on_device_training/overview) and the github page on it, but I am trying to train a MLP instead of CNN, and the data is generated by hand. I learnt fro... | {
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"Can you please submit this PR to the openXLA repository instead?\r\n\r\nhttps://github.com/openxla/xla/blob/main/xla/python/xla_extension/ops.pyi"
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"@dani3l125 Could you please make sure that you are using the latest version of the clang-16 compiler?\r\nThank you!",
"Hi @dani3l125 \r\nI was succeeded in building '//tensorflow/tools/pip_package:build_pip_package' right now with the command that you provided: `$ bazel build --compilation_mode=dbg --verbose_fai... | 2023-11-04T21:47:22 | 2023-11-16T18:27:27 | 2023-11-16T18:27:23 | 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
Yes
### OS platform and distribution
Arch Linux
### Mobile device
_No response_
### Python version
3.11
### Bazel version
6.4.0
### GCC/compiler versi... | {
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"Hi **@hpssjellis** \r\n\r\nTensorFlow Lite converters are not directly convertible into C/C++ code from Python. And TensorflowJS also not directly convertible into C/C++.\r\n\r\nHowever, you can convert the models (once they're generated) into WebAssembly (WASM) using Emscripten and run them in a browser via JavaS... | 2023-11-04T20:03:38 | 2023-11-25T01:47:52 | 2023-11-25T01:47:48 | NONE | null | null | null | Does anyone know if [TensorFlowLite_converter](tensorflow/lite/python/lite.py) and [TensorflowJS converters](https://github.com/tensorflow/tfjs/tree/master/tfjs-converter/python/tensorflowjs/converters) can be converted into C/C++ code from Python?
My end goal is to then use [emscripten.org](https://emscripten.org/)... | {
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"Hi @sirakiin, can you please take a look?",
"The visibility of these components has always been \":utils_friends\", hasn't it?\r\n\r\nThe \"schema_utils\" target was only introduced in 2.4 and it had that visibility when first introduced:\r\nhttps://github.com/tensorflow/tensorflow/blob/r2.4/tensorflow/lite/sche... | 2023-11-04T12:16:35 | 2023-11-11T08:19:09 | 2023-11-11T08:19:06 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.13+
### Custom code
No
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"Hi @dilyar421 ,\r\n\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](https://tensorflow.org/install/pip#windows-wsl2). Please refer the WSL2 instructions [here](https://www.tensorflow.org/install/pi... | 2023-11-04T10:32:49 | 2023-12-15T01:49:33 | 2023-12-15T01:49:27 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.12.1
### Custom code
Yes
### OS platform and distribution
Windows 11 23H2
### Mobile device
_No response_
### Python version
3.10.2
### Bazel version
_No response_
### GCC/com... | {
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"The issue mentioned that there is `strides` documentation is not proper",
"> The issue mentioned that there is `strides` documentation is not proper\r\n\r\nAh, I see, the documentation is a bit unclear in the above section. Sure, you can fix that. You'll need to update the PR though.",
"@cantonios, sure I wi... | 2023-11-04T07:50:44 | 2024-01-28T01:48:16 | 2024-01-28T01:48:11 | NONE | null | false | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/62320 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62320/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62320/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62320/events | https://github.com/tensorflow/tensorflow/issues/62320 | 1,976,710,813 | I_kwDOArmXAs510jad | 62,320 | TensorFlow was not built with CUDA kernel binaries compatible with compute capability 9.0 | {
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"I found this report. But for them it was not working. For me it is working but takes a long time to start: https://github.com/tensorflow/tensorflow/issues/60739",
"@RocketRider Could you please try to recompile TensorFlow with support for CUDA compute capability 9.0. To do this, you will need to install the CUDA... | 2023-11-03T18:11:00 | 2023-11-21T01:50:30 | 2023-11-21T01:50:27 | NONE | null | null | null | ### Issue type
Performance
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
TF 2.15.0_rc0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.11
### Bazel version
_No response_
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https://api.github.com/repos/tensorflow/tensorflow/issues/62319 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62319/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62319/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62319/events | https://github.com/tensorflow/tensorflow/issues/62319 | 1,976,581,021 | I_kwDOArmXAs510Dud | 62,319 | tf.keras.Model.save can't handle UNC paths | {
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"You can in fact choose `path=\"\\\\\\\\localhost\\\\c$\"`, the UNC path to the root of the C: drive, to reproduce the error.",
"Hi @**early-stopper** \r\nCan you save the model to a local path and then copy it to the UNC path after saving\r\nOr else use different saving formats\r\nyou can find the documentation ... | 2023-11-03T16:47:23 | 2024-01-29T06:53:46 | 2024-01-29T06:53:42 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
tf 2.14.0
### Custom code
Yes
### OS platform and distribution
Windows 10
### Mobile device
_No response_
### Python version
3.11.6
### Bazel version
_No response_
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https://api.github.com/repos/tensorflow/tensorflow/issues/62318 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62318/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62318/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62318/events | https://github.com/tensorflow/tensorflow/issues/62318 | 1,976,288,458 | I_kwDOArmXAs51y8TK | 62,318 | ImportError: cannot import name '__version__' from 'tensorflow.keras' \ | {
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"@siddharthahiremath,\r\nCould you please try to import the keras directly as **import keras**. I tried and it was able to import the keras on tensorflow v2.14. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/bf75918fdc7c6bc3b707e4b5787018c5/untitled1494.ipynb). Thank you!",
"H... | 2023-11-03T14:09:06 | 2023-11-22T01:49:29 | 2023-11-22T01:49:26 | 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
M1 macbook pro macOS 13.4.1 (22F82)
### Mobile device
_No response_
### Python version
3.11.4
### Bazel version
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"Hey! I might a little solution for you. Hope it helps There are two ways to solve this error choose which one You like\r\n\r\n1. `\r\ncustom_optimizer = tf.keras.optimizers.RMSprop(learning_rate=0.001)\r\n model.compile(optimizer=custom_optimizer, loss='binary_crossentropy', metrics=['accuracy'])\r\n`\r\njust use ... | 2023-11-03T11:43:06 | 2024-02-15T01:47:27 | 2024-02-15T01:47:24 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.13
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.9.5
### Bazel version
_No response_
### GCC/compile... | {
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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/62316/checks?check_run_... | 2023-11-03T08:13:40 | 2024-06-07T16:34:52 | null | NONE | null | false | {
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} | Referencing issue #61954
### What does this PR do ?
The changes made to the **_map_structure** function aim to address the issue of custom types, such as MyComplexData (derived from **tf.experimental.ExtensionType)**, not being recognized as complete nested structures by the **tf.nest** module. To solve this iss... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/62315 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62315/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62315/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62315/events | https://github.com/tensorflow/tensorflow/issues/62315 | 1,975,640,429 | I_kwDOArmXAs51weFt | 62,315 | SentencepieceOp for TFLite android | {
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"Hi, @istoneyou!\r\n\r\n Please have a look at the following steps to fix such issues;\r\n1. Build TensorFlow Lite with SentencePiece support.\r\n2. Use a TensorFlow Lite binary that was built with SentencePiece support.\r\nCould you try to use the latest TF version and refer to [this]( https://www.tensorflow.org/l... | 2023-11-03T08:11:24 | 2023-11-22T01:49:32 | 2023-11-22T01:49:28 | NONE | null | null | null | I convert the [universal-sentence-encoder-multilingual](https://tfhub.dev/google/universal-sentence-encoder-multilingual/3) model to TFLite, and deploy it on Android 13 device with Tensorflow lite.
```
implementation 'org.tensorflow:tensorflow-lite:0.0.0-nightly-SNAPSHOT'
implementation 'org.tensorflow:tenso... | {
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"Hi @**WenhuiZhao-center** \r\nCan you add templates. And here you are using the old version please upgrade to the latest version Tf 2.14.\r\nThank 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 clos... | 2023-11-03T08:01:46 | 2023-11-21T01:50:33 | 2023-11-21T01:50:30 | NONE | null | null | null | hi,when i use tensorflow lite gpu delegate to invoke a lite model, it warning:
EQUAL: Not supported logical op case.
tensorflow version: 2.6.2
I find this code in tensorflow/lite/gpu/common/model_builder.cc:
if (IsLogicalOp(operation_type_)) {
TensorInfo output_tensor_info;
RETURN_IF_ERROR(Get... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/62313 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62313/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62313/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62313/events | https://github.com/tensorflow/tensorflow/issues/62313 | 1,975,500,955 | I_kwDOArmXAs51v8Cb | 62,313 | Addition of `IRFFTN` fft Function to tensorflow | {
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"Kindly share some more details so that I can get better clarity on the feature you are requesting",
"> Kindly share some more details so that I can get better clarity on the feature you are requesting\r\n\r\nI added the necessary description here, kindly acknowledge that",
"@rajveer43,\r\nCould you please have... | 2023-11-03T05:53:31 | 2023-11-30T04:05:04 | 2023-11-30T01:49:15 | NONE | null | null | null | ### Issue type
Feature Request
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
latest
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
#... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/62312 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62312/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62312/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62312/events | https://github.com/tensorflow/tensorflow/issues/62312 | 1,975,423,552 | I_kwDOArmXAs51vpJA | 62,312 | hlo_pb2 | {
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"Hi @never-to-never ,\r\n\r\nYou can use bazel build command some thing like `bazel build //<target_file>` then include it in your project. Please refer bazel [documentation](https://bazel.build/run/build#specifying-build-targets) for more details.\r\n\r\nHope it helps. Thanks!",
"This issue is stale because it h... | 2023-11-03T04:05:03 | 2023-11-25T01:47:54 | 2023-11-25T01:47:50 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf2.8
### 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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https://api.github.com/repos/tensorflow/tensorflow/issues/62311 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62311/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62311/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62311/events | https://github.com/tensorflow/tensorflow/issues/62311 | 1,974,928,013 | I_kwDOArmXAs51twKN | 62,311 | Enable to build TF Lite for armv7-a , vfpv3 | {
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"@ghchams Yes, TensorFlow Lite officially supports the VFPv3 architecture. TensorFlow Lite supports a wide range of devices, including smartphones, tablets, wearables, and embedded devices with ARM, NEON, and VFPv3. \r\nPlease have a look at this for more information; https://github.com/tensorflow/tensorflow/tree/m... | 2023-11-02T19:42:30 | 2023-11-25T01:47:57 | 2023-11-25T01:47:52 | NONE | null | null | null | ### System information
- **Target architecture**: armv7 with vfpv3
- **Target OS**: Debian 10 or Debian 12
- **OS Platform and Distribution (e.g., Linux Ubuntu 22.04 LTS)**:
- **TensorFlow installed from (source or binary)**: source
- **Python version**: trying to build for 3.7 or 3.11
- **Bazel version (if... | {
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"> This patch changes legalization of tfl.fully_connected to tosa.conv2d instead of tosa.fully_connected\r\n\r\nCan you explain why this is preferred over matmul? From a computational standpoint a matmul and bias add seem more correct.",
"> > This patch changes legalization of tfl.fully_connected to tosa.conv2d i... | 2023-11-02T16:37:41 | 2024-06-07T16:33:50 | null | CONTRIBUTOR | null | false | {
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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/62309/checks?check_run_... | 2023-11-02T10:51:51 | 2024-06-10T04:33:03 | 2024-06-10T04:33:03 | CONTRIBUTOR | null | false | {
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"Hi @sunny0531,\r\n\r\nI have verified the reported problem and agree that the mnist link now asking for credentials to join. Will look into it and take appropriate action. Thanks!",
"Hi @sunny0531,\r\nI believe we need to use this link https://web.archive.org/web/20220331130319/https://yann.lecun.com/exdb/mnist/... | 2023-11-01T22:25:24 | 2023-11-23T07:57:22 | 2023-11-23T07:56:31 | NONE | null | null | null | https://www.tensorflow.org/tutorials/quickstart/beginner
It has a link to the MNIST dataset and it leads to http://yann.lecun.com/exdb/mnist/
I assume that used to be the right link but now it require login to visit? So should it be removed or is there a new website?
Thanks! | {
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"Hello, @rajveer43!\r\nThank you for raising this feature request!\r\n\r\nThe addition of the rfftn function to the TF backend would be beneficial for a number of reasons. Once this is implemented, then it would be optimized for performance. \r\n\r\n@sachinprasadhs Could you please have a look at this?\r\nThank you... | 2023-11-01T13:14:46 | 2023-11-06T23:24:56 | null | NONE | null | null | null | ### Issue type
Feature Request
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
latest
### 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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"As per my knowledge you are encountering this error because you are not providing a scalar value, instead you are providing a list of values and also note that the rate value you provide must be between 0 and 1 , so in this line either change\r\nlayer = keras.layers.SpatialDropout2D(rate=[3, 4, 5, 6]) into this ... | 2023-11-01T11:52:01 | 2023-11-04T13:27:59 | 2023-11-04T13:27:56 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### 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_
### GCC... | {
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"Hi @Burton2000, apologies for all the whiplash but TF and TFL are a living codebases so everything is quite dynamic still. With 2.15 we are currently supporting dynamic input shapes: https://www.tensorflow.org/lite/guide/inference#run_inference_with_dynamic_shape_model That being said, please try your previous tes... | 2023-11-01T11:04:39 | 2024-05-30T22:58:10 | 2024-05-30T22:58:10 | NONE | null | null | null | As per the issue linked below, it appears that resizeInput is no longer supported due to performance issues so should be removed as an interface from the TFLite Interpreter.
> @Burton2000 So we essentially dropped support of dynamic input shapes generally speaking due to performance considerations and the difficulty... | {
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"Hi, \r\n\r\nFor platform level test, there is a test file here https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/platform/test.py.\r\n\r\nFor OP specific, there will be separate test files, which you can find it similar to this file here https://github.com/tensorflow/tensorflow/blob/master/ten... | 2023-11-01T09:18:35 | 2023-11-30T01:49:24 | 2023-11-30T01:49:17 | NONE | null | null | null | ### Issue type
Performance
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
1.15
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Ba... | {
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"Thanks a lot! @changm could you take a look?",
"Hi @Princejain1101, Can you please take a look on this PR? Thank you!",
"Hi @Princejain1101, Can you please take a look on this PR? Thank you!",
"Sorry for the long delay here, this mostly looks OK. Please fix the other reviewers comments and ensure the tests p... | 2023-10-31T23:41:26 | 2024-04-05T01:47:32 | 2024-04-05T01:47:25 | CONTRIBUTOR | null | false | {
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} | This PR adds support for `ResizeNearestNeighborGrad` similar to how `ResizeBilinearGrad` is implemented.
Fixes #57575 | {
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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: 15 -> 15
Patch: 0 -> 0
No lingering old version strings "2.15.0-rc0" found in source directo... | {
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"@penpornk Any update on this PR?",
"@penpornk Thanks for approving this PR. Let me know anything needed from my side.",
"Hi @penpornk Can you please help on import code failure. Thank you!"
] | 2023-10-31T20:21:55 | 2023-11-30T12:32:16 | 2023-11-30T12:32:16 | CONTRIBUTOR | null | false | {
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"Hi, @aws-taylor! Could you please follow the steps below ;\r\n1. Remove the checked-in schema_generated.h file from the source tree\r\n2. Regenerate the schema_generated.h file using flatc\r\n3. Add the generated schema_generated.h file to the project's build configuration.\r\n4. Update the file to check the chang... | 2023-10-31T20:15:14 | 2024-05-25T20:33:06 | null | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
master
### Custom code
No
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"Checkout this benchmark shows count is faster than find - https://quick-bench.com/q/F_JiLDSu-7tQVgb-pHqPSoDxQsc",
"That's for a container of a smaller size, I don't think that is that relevant here.\r\n\r\nIf you have a user-level macro benchmark that proves this is an optimization I'll reopen, but just fudging ... | 2023-10-31T18:26:21 | 2023-11-02T00:05:53 | 2023-10-31T19:24:42 | CONTRIBUTOR | null | false | {
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"Hi @**Aravinviju** ,\r\nCould you try to downgrade NumPy to a version that is compatible with TensorFlow 2.12.0 by running the following command:\r\n```\r\npip install numpy==1.23.4 \r\n```\r\nThis will install NumPy version 1.23.4, which is compatible with TensorFlow 2.12.0.\r\n\r\nThank you!",
"This issue is ... | 2023-10-31T10:26:27 | 2023-11-18T01:48:23 | 2023-11-18T01:48:20 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.12.0
### Custom code
Yes
### OS platform and distribution
GCP - Airflow Environment - Ubuntu 16.04
### Mobile device
Ubuntu 16.04
### Python version
3.8
### Bazel version
_No respon... | {
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"This is likely due to fusion, where the intermediate result may be computed and kept in float32 in the case of jit-compilation, whereas without fusion it would cast to bfloat16 between the ops and produce a less precise answer. Still, both are correct. Thank you!",
"This issue is stale because it has been open f... | 2023-10-31T07:42:27 | 2024-02-05T11:12:53 | 2024-02-05T11:12:50 | 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
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"Hi @zoux1a ,\r\n\r\nI have replicated the reported behaviour with` jit_compile=True`.One interesting observation is that if I rerun the same code multiple times some times the assertion is success. Please refer attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/1712342e4e59190ba824ea5968593e86/62... | 2023-10-31T07:34:40 | 2023-12-29T01:46:11 | 2023-12-29T01:46:08 | 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
Ubuntu 22.04.3 LTS (x86_64)
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response... | {
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"Hello, @zoux1a! \r\nI was able to replicate the issue reported [here](https://colab.research.google.com/gist/sushreebarsa/3de02546d56ee135a3083b7ae0e83493/62293.ipynb#scrollTo=FZK9eLBV9D6p).\r\nThank you!",
"Hi,\r\n\r\nI see it fails in both` jit_compile = True` and `jit_compile = False` on GPU, since it invlov... | 2023-10-31T07:24:30 | 2023-11-29T01:49:02 | 2023-11-29T01:48:58 | 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
Ubuntu 22.04.3 LTS (x86_64)
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response... | {
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"Is there anything I can do for this PR? I don't think that ROCm build failure is related to my implementation. ",
"Hi @angerson Can you please review this PR ? Thank you!",
"Hi @angerson Can you please review this PR ? Thank you!",
"Hi @angerson Can you please review this PR ? Thank you!",
"@gbaned @angers... | 2023-10-30T22:46:22 | 2024-06-07T16:32:26 | null | NONE | null | false | {
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} | * Update NDK build rule version
* Fix NDK API level check: I used `min` and `max` values in `platforms.json` as it is proper way to determine compatibility. However, it must be noted that some android targets (such as `benchmark_tool`) cannot be built even if the API level is greater than the one NDK supports, as they... | {
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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/62291/checks?check_run_... | 2023-10-30T21:30:33 | 2024-06-07T16:31:38 | null | NONE | null | false | {
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} | Fix for #62290
Fixes compile issues in microfrontend when -Werror -Wsigned-compare -Wdouble-promotion are enabled. | {
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"Attached a PR #62291 "
] | 2023-10-30T21:29:07 | 2023-10-31T10:15:06 | null | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
master
### Custom code
No
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
###... | {
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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: 14 -> 14
Patch: 0 -> 1
WARNING: Below are potentially instances of lingering old version str... | {
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"@sachinprasadhs,\r\nI was able to reproduce the issue on tensorflow v2.14 and tf-nightly. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/0dbc72508a2a07c52f7eeed00f25cf4c/untitled1504.ipynb).",
"I was able to replicate the reported behavior when `jit_compile` is set to `True` ... | 2023-10-30T13:41:05 | 2023-11-13T20:33:57 | 2023-11-13T20:33:32 | 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
Ubuntu 22.04.3 LTS (x86_64)
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response... | {
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"Hi,\r\n\r\nI was trying to simplify the code for debug purpose.\r\n\r\nI observed that the code you have provided yields NaN most of the times.\r\n\r\n```\r\nimport tensorflow as tf\r\n\r\n@tf.function(jit_compile=True)\r\ndef result(x):\r\n x = tf.raw_ops.RandomGammaGrad(sample=x, alpha=tf.random.normal([9, 8, 8... | 2023-10-30T13:34:59 | 2023-11-21T01:50:39 | 2023-11-21T01:50:35 | 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
Ubuntu 22.04.3 LTS (x86_64)
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response... | {
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"Hi, @zoux1a!\r\nI was able to replicate the issue reported [here](https://colab.research.google.com/gist/sushreebarsa/d6b11a409c657c99235a7365595af84d/62285.ipynb). Thank you!",
"I observe similar result in both `jit_compile = True` and `jit_compile = False`, since `y` arg in `tf.raw_ops.TruncateMod ` involves r... | 2023-10-30T13:20:43 | 2023-11-29T01:49:04 | 2023-11-29T01:49:00 | 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
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
### GCC/com... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/62284 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62284/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62284/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62284/events | https://github.com/tensorflow/tensorflow/issues/62284 | 1,968,341,049 | I_kwDOArmXAs51UoA5 | 62,284 | Different Behavior of tf.raw_ops.AdjustContrastV2 with jit_compile=True | {
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"Hi @**zoux1a** ,\r\n\r\nI have replicated the reported behaviour with jit_compile=True and with jit_compile = False as well. It seems not related to the jit_compile issue. I attached a [gist](https://colab.research.google.com/gist/Venkat6871/0392c20a4f3fde08005a3b3e730895d9/62284_cpu-2-14-v.ipynb) for your referen... | 2023-10-30T13:19:07 | 2023-12-21T01:48:49 | 2023-12-21T01:48:46 | 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
Ubuntu 22.04.3 LTS (x86_64)
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response... | {
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"@zoux1a ,\r\n This is likely due to fusion, where the intermediate result may be computed and kept in float32 in the case of jit-compilation, whereas without fusion it would cast to bfloat16 between the ops and produce a less precise answer. Still, both are correct. Thank you!",
"This issue is stale because it h... | 2023-10-30T13:12:13 | 2023-12-01T01:52:18 | 2023-12-01T01:52:14 | 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
Ubuntu 22.04.3 LTS (x86_64)
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response... | {
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