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"My configure:\r\nD:\\NDev\\tensorflow-2.9.3>python ./configure.py\r\n\r\nYou have bazel 5.4.1 installed.\r\n\r\nPlease specify the location of python. [Default is C:\\Users\\Administrator\\AppData\\Local\\Programs\\Python\\Python39\\python.exe]:\r\n\r\n\r\n\r\n\r\n\r\nFound possible Python library paths:\r\n\r\n ... | 2023-12-24T07:05:17 | 2024-01-02T15:47:22 | 2024-01-02T06:14:05 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf 2.9.3
### OS platform and distribution
Windows 10 Version 22H2 (OS Internal Version 19405.3803)
### Python version
3.9.1
### Bazel version
5.4.1
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"Hi **@sapphire008** ,\r\n I was able to reproduce this issue on Colab using TF v2.15, TF-nightly, Please find the [gist](https://colab.research.google.com/gist/Venkat6871/aa5298e814ce7c1652b57c9a3a1d6ea2/62687_2-15-v.ipynb), [gist1](https://colab.research.google.com/gist/Venkat6871/62dc5781e4c6aa38162ed7fec3dc668c... | 2023-12-24T05:14:53 | 2024-04-18T07:25:25 | null | NONE | null | null | null | ### Issue type
Performance
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Linux, MacOS M1 Chip
### Mobile device
_No response_
### Python version
3.10.12
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"@posuhov,\r\nCould you please provide the error log which you are facing the issue, that helps to analyse the issue in deeper. Thank you!",
"@tilakrayal there is no error log. 8Gb of memory consumed within 8 seconds by the code snippet I've attached to the issue description. Once there is no memory anymore devic... | 2023-12-23T22:00:44 | 2024-04-04T19:30:32 | 2024-02-25T21:51:41 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.10.1
### Custom code
No
### OS platform and distribution
debian aarch64
### Mobile device
Raspberry pi
### Python version
_No response_
### Bazel version
5.1.1
### GCC/compiler... | {
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"@B-JackMao,\r\nCould you please share a reproducible code that supports your statement and also the tensorflow version you are using, so that the issue can be easily understood? Thank you!",
"I am using TensorFlow Lite version 2.9.0, and I suspect that the context environment has changed. When I put one of the p... | 2023-12-23T10:34:36 | 2024-01-11T01:49:27 | 2024-01-11T01:49:25 | NONE | null | null | null | 
When I perform inference on a model with TFLite's CPU backend (without any delegates), the image can be correctly recognized if I run the operators on the left first and then run the operators on the ri... | {
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"This seems to fail API compat test. Can you run the following, please?\r\n\r\n```\r\nbazel run tensorflow/tools/api/tests:api_compatibility_test -- --update_goldens True\r\n```\r\n\r\nThank you"
] | 2023-12-23T06:20:11 | 2024-03-05T06:28:08 | 2024-03-05T06:28:08 | CONTRIBUTOR | null | false | {
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"merged_at": "2024-03-... | ```
File "/home/conda/lib/python3.10/site-packages/tensorflow/python/framework/meta_graph.py", line 557, in create_meta_graph_def
meta_graph_def.graph_def.MergeFrom(graph_def)
TypeError: Parameter to MergeFrom() must be instance of same class: expected tensorflow.GraphDef got tensorflow.GraphDef.
```
This er... | {
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"@DiannaShonia Please ensure that you're using a model version that provides confidence scores. Some older versions might not provide the same. Also try to raise the minimum confidence score required for a detection to be considered a face. This can filter out less confident detections, potentially reducing false p... | 2023-12-22T13:50:35 | 2024-01-12T01:49:24 | 2024-01-12T01:49:20 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
last version
### 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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"/cc @penpornk "
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"Hi **@xsmilingtoast** ,\r\n\r\nCould you provide a proper link. You already provide one link but it is not opening. In order to expedite the trouble-shooting process, please provide a code snippet to reproduce the issue reported here.\r\nAnd here you are using the old version, Try to update your version.\r\n\r\nTh... | 2023-12-22T09:58:37 | 2024-01-10T01:49:17 | 2024-01-10T01:49:13 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.10.0
### Custom code
No
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
3.10.9
### Bazel version
_No response_
### GCC/compiler v... | {
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"In my another android project, I run the TFLite benchmark code link the libtensorflowlite_flex.so, and run benchmark with the model(hava select op)automatic use FlexDelegate success. I can not find why this project can success but the first project is fail.\r\n\r\n<img width=\"1287\" alt=\"企业微信20231225-164009@2x\... | 2023-12-22T08:17:45 | 2024-01-17T01:49:36 | 2024-01-17T01:49:33 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tflite 2.12.0
### Custom code
Yes
### OS platform and distribution
mac apple m1; android studio
### Mobile device
HuaWei Nova6
### Python version
_No respo... | {
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"Hi @pkgoogle \r\nI have reproduced the issue in both tf-nightly and stable version(tf 2.15) as well. The session has crashed in both versions. Here is the [gist](https://colab.research.google.com/gist/LakshmiKalaKadali/5806e0f8dd5a92e648da714728c91408/-62679.ipynb). Please look into the issue.\r\nThank You\r\n",
... | 2023-12-22T03:47:15 | 2024-06-12T08:57:27 | null | CONTRIBUTOR | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): ubuntu 22
- TensorFlow installation (pip package or built from source): `pip install tf-nightly` where python is 3.9
- TensorFlow library (version, if pip package or github SHA, if built from source):
```
pip show tf-nightly ... | {
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"@balloch Could you please review your environment for other libraries that might conflict with LLVM or TensorFlow's build configuration and try to reinstall TensorFlow using `pip install --force-reinstall tensorflow `to ensure clean installation and proper linking.\r\nThank you!",
"This issue is stale because it... | 2023-12-21T22:02:00 | 2024-01-13T19:40:43 | 2024-01-13T19:40:39 | 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
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No response_
### GCC/compil... | {
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"Hi **@andrew-lyons** ,\r\n\r\nCould you consider techniques like:Optimizing tensor slicing operations.\r\nUsing XLA (Accelerated Linear Algebra) compilation for faster computations. I hope it will be useful to you.\r\n\r\nThank you!",
"This issue is stale because it has been open for 7 days with no activity. It ... | 2023-12-21T21:37:18 | 2024-01-17T01:49:39 | 2024-01-17T01:49:35 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
- Mac, so running this via Google Colab
- TensorFlow installation (pip package or built from source):
- built via `pip install https://github.com/keras-team/keras-nlp.git@google-io-2023`
- TensorFlow library (version, if pip... | {
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"Hi @caisq Can you please review this PR ? Thank you!"
] | 2023-12-21T19:40:01 | 2023-12-31T13:40:32 | 2023-12-31T13:40:29 | NONE | null | false | {
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Added a comment explaining the creation of a temporary directory for the session root in the setUp method. | {
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"@BaseMax Please make sure that you have followed the official [doc ](https://www.tensorflow.org/install/source_windows) and also referred the gpu support [guide](https://www.tensorflow.org/install/pip#windows-wsl2) .\r\nThank you!",
"This issue is stale because it has been open for 7 days with no activity. It w... | 2023-12-21T19:11:53 | 2024-01-07T01:51:20 | 2024-01-07T01:51:16 | NONE | null | null | null | ```
Microsoft Windows [Version 10.0.22631.2861]
(c) Microsoft Corporation. All rights reserved.
C:\Users\MAX>pip install tensorflow-gpu
Defaulting to user installation because normal site-packages is not writeable
Collecting tensorflow-gpu
Downloading tensorflow-gpu-2.12.0.tar.gz (2.6 kB)
Installing build ... | {
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"Hi @fixedit-dimitris ,\r\nCould you please provide ```reshape_v2_finetuned``` model to reproduce the code.\r\nThank You",
"> Hi @fixedit-dimitris , Could you please provide `reshape_v2_finetuned` model to reproduce the code. Thank You\r\n\r\nHi there, unfortunately i cannot share that. However I managed to solve... | 2023-12-21T15:24:45 | 2023-12-27T13:36:29 | 2023-12-27T13:36:29 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Linux Ubuntu 22.04
- TensorFlow installation (pip package or built from source): pip
- TensorFlow library (version, if pip package or github SHA, if built from source): 2.15
### 2. Code
```
import tensorflow as tf
from tens... | {
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"FYI: @snadampal @penpornk @elfringham ",
"cc: @learning-to-play @MichaelHudgins ",
"cc: @rascani "
] | 2023-12-21T12:23:20 | 2024-04-23T18:20:16 | null | CONTRIBUTOR | null | null | null | ### Issue type
Feature Request
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.14 (latest)
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No re... | {
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1. Break current build (just bringing OSS closer to how things are built internally): Remove `tf_binary_additional_srcs()` and `tf_binary_additional_data_deps()` macros.
2. Remove `tf_binary_pybind_deps()` macros. It will affect following macros: `tf_python_pybind_extension_opensource()`
3. Remove `... | {
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"Related: https://github.com/tensorflow/tensorflow/issues/46674",
"Hi @yishuangP, can you please take a look? Thanks.",
"I am not an expert on these topics but I am trying to do more research on them.\r\nI found out that after hiding the symbols, some of them are now `no dead strip`:\r\n\r\nBinary without symbo... | 2023-12-20T20:01:05 | 2024-01-02T19:21:52 | null | NONE | null | null | null | ### Issue type
Performance
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
6.1.0
### GCC/com... | {
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"@DevIoTEduardo Could you please ensure the files are located in the correct directory:\r\n`.pio/build/esp32-s3-devkitc-1/lib408/EloquentTinyML/eloquent_tinyml/tensorflow/arm/tensorflow/lite/micro/tools/make/down`\r\nPlease run a clean build which can often resolve issues with missing or outdated dependencies. Coul... | 2023-12-20T19:00:06 | 2024-01-06T01:48:30 | 2024-01-06T01:48:28 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
### G... | {
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"Hi @bergentruckung ,\r\n\r\nIf you are adding any optimizations of your own you need to add `--config=opt` to the bazel build command like below.\r\n\r\n\r\n`bazel build --config=opt //tensorflow/tools/pip_package:build_pip_package`\r\n\r\nCould you try above command and let us know outcome. Thanks!",
"Thanks, I... | 2023-12-20T11:33:33 | 2023-12-26T08:33:09 | null | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.14
### Custom code
No
### OS platform and distribution
Redhat Enterprise Linux 8.9
### Mobile device
-
### Python version
3.11.4
### Bazel version
6.3.2
### GCC/compiler ... | {
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"If I need to install them manually, what all libraries I need to download?",
"@acode-x Include paths shouldn't be relative to the build directory, as this can cause issues when installing or using the library elsewhere. So try to locate the line in tools/cmake/modules/ml_dtypes/CMakeLists.txt setting the INTERFA... | 2023-12-20T10:52:11 | 2024-01-06T01:48:33 | 2024-01-06T01:48:29 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.15.0
### Custom code
No
### OS platform and distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
_No response_
### Bazel v... | {
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"Hi **@LoveVsLike** ,\r\nCould you try to update tensorflow older version to the latest version. After that make sure the latest version of tfgo.Before reloading the model, make sure that any existing TensorFlow sessions are properly closed or deleted. You can explicitly close a session in TensorFlow using sess.Clo... | 2023-12-20T06:58:08 | 2024-01-06T01:48:36 | 2024-01-06T01:48:31 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf2.5.0
### 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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"@SuryanarayanaY @AyanmoI @Tixxx topic move from #62661 to here.",
"@sachinprasadhs @akuegel @Cheshire Any progress?",
"If you don't have time for the moment, can you give me an idea to fix this bug? I'm really in a hurry. @akuegel ",
"@MoFHeka apologies for the late response, I have been out of office. I wil... | 2023-12-19T16:04:53 | 2024-01-28T09:28:50 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
tf 2.14
### Custom code
No
### OS platform and distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.10
### Bazel version... | {
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"Hi @bergentruckung ,\r\n\r\nCould you please submit the ticket in the attached [template](https://github.com/tensorflow/tensorflow/issues/new?assignees=&labels=&projects=&template=tensorflow_issue_template.yaml) with all the required details.\r\n\r\nWe need all the details along with the build steps. Please refer ... | 2023-12-19T11:44:17 | 2024-01-05T01:48:57 | 2024-01-05T01:48:53 | NONE | null | null | null | Hello,
I'm unable to build TF 2.14 from source for Python 3.11 (3.11.4 to be precise). I'm building with support for CUDA (12.2) and running on an A100 80GB PCIe card. Here's the error that I see:
```
Repository rule _tf_http_archive defined at:
/local/tf_tensorflow/third_party/repo.bzl:89:35: in <toplevel>
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"@DLumi Please ensure you provide a representative dataset during conversion for accurate calibration and double-check quantization parameters, especially those related to calibration. Also try different quantization options to find optimal settings. In order to expedite the trouble-shooting process, please provid... | 2023-12-19T09:29:22 | 2024-01-16T21:31:00 | null | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Win 10 22H2 (but reproducible elsewhere)
- TensorFlow installation (pip package or built from source): pip package
- TensorFlow library (version, if pip package or github SHA, if built from source): 2.14.0
### 2. Code
Provid... | {
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"after some debugging, i found out that it might have something to do with find_cuda_config.py not able to locate `/usr/local/cuda-11.8/targets/x86_64-linux/lib/libcusolver.so.11` so i manually specified `cusolver_version = \"11\"`. Now my cuda config looks like this `struct(compute_capabilities = [\"compute_86\"],... | 2023-12-19T09:05:06 | 2023-12-21T07:55:20 | 2023-12-21T07:55:16 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.7.0
### Custom code
No
### OS platform and distribution
Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.8
### Bazel version
3.7.2
### GCC/compiler versi... | {
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"@Qinlong275,\r\nFor using flex ops for C/C++ we need to enable Flex delegate by linking a TensorFlow Lite Flex delegate shared library. You can build it with Bazel as the following command.\r\n\r\n\r\n> bazel build -c opt --config=monolithic tensorflow/lite/delegates/flex:tensorflowlite_flex\r\n\r\nAlso please tak... | 2023-12-19T04:55:58 | 2023-12-20T11:01:17 | 2023-12-20T08:58:03 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
tf 2.12.0
### Custom code
Yes
### OS platform and distribution
mac apple m1; android studio
### Mobile device
HuaWei Nova6
### Python version
_No response_
### Bazel version
_No respo... | {
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"Hi @MoFHeka ,\r\n\r\nTo enable XLA we need to decorate respective function with `@tf.function(jit_compile=True)`. There is this method called [experimental_get_compiler_ir](https://github.com/tensorflow/tensorflow/blob/51cda66dedc2db71709efc6e68998be53c94a533/tensorflow/python/types/core.py#L251) which will give ... | 2023-12-18T16:31:08 | 2023-12-19T16:06:56 | 2023-12-19T16:06:52 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
tf 2.14
### Custom code
No
### OS platform and distribution
Linux Ubuntu 20.04
### Python version
3.10
### Bazel version
_No response_
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"@Te-eMster Could you please verify CUPTI Installation and Compatibility using the following:\r\n`conda list cupti` also please ensure `LD_LIBRARY_PATH `includes the path to CUPTI libraries(e.g.,/usr/local/cuda/extras/CUPTI/lib64).\r\nThank you!\r\n",
"@sushreebarsa Thanks for your help.\r\n\r\nHere are the relev... | 2023-12-18T15:51:29 | 2024-01-31T13:46:48 | 2024-01-11T01:49:29 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
TF2.15
### Custom code
No
### OS platform and distribution
Linux Mint 21.2 / Anaconda 23.11
### Mobile device
_No response_
### Python version
3.11
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"Although I have seen this issue with TF v2.14, I think this is a general issue with versions >2.14 because all use the new hermetic python for builds. \r\n\r\nIs there a way by which one can avoid using hermetic python can run build the old way?",
"I also meet this problem, and can not Collecting numpy==1.23.5 ... | 2023-12-18T15:11:46 | 2023-12-21T03:47:22 | null | 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
Yes
### OS platform and distribution
RedHat 8.8, ppc64le
### Mobile device
_No response_
### Python version
_No response_
... | {
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"I could also reproduce the issue when installing model maker from pip (version 0.4.2)\r\n\r\n```\r\nconda install tensorflow=2.8.2=gpu_py38h75b8afa_0\r\npip install tflite-model-maker\r\npip install numpy==1.23.5\r\npython\r\n>>> from tflite_model_maker.config import QuantizationConfig\r\n```\r\n\r\nThen the error... | 2023-12-18T13:41:19 | 2024-02-03T01:47:10 | 2024-02-03T01:47:04 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.8.2
### Custom code
No
### OS platform and distribution
WSL Ubuntu 20.04 on Windows 10
### Mobile device
_No response_
### Python version
3.8
### Baze... | {
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"Hi @DevIoTEduardo,\r\n\r\nCould you please submit the ticket in the attached [template](https://github.com/tensorflow/tensorflow/issues/new?assignees=&labels=&projects=&template=tensorflow_issue_template.yaml) with all the required details.\r\n\r\nThank You",
"This issue is stale because it has been open for 7 ... | 2023-12-18T12:50:05 | 2024-01-04T01:48:32 | 2024-01-04T01:48:29 | NONE | null | null | null | dered.c.o
Compiling .pio\build\esp32dev\src\EloquentTinyML-2.4.0\src\tensorflow_arm\tensorflow\lite\micro\tools\make\downloads\cmsis\CMSIS\NN\Source\ConvolutionFunctions\arm_nn_mat_mult_kernel_s8_s16.c.o
src/EloquentTinyML-2.4.0/src/tensorflow_arm/tensorflow/lite/micro/tools/make/downloads/cmsis/CMSIS/NN/Source/Convo... | {
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"This is part of the report\r\n\r\n\r\n```\r\nelf._env = env\r\n self._policy = policy\r\n self._train_step = train_step\r\n self._observers = observers or []\r\n # Create a copy of the list to avoid modifying the user provided list.\r\n self._observers = list(self._observers)\r\n self._metrics = ... | 2023-12-18T10:20:29 | 2024-01-06T01:48:33 | 2024-01-06T01:48:33 | NONE | null | null | null | "Hello everybody,
How can I create a TFUniformReplayBuffer-Observer to use in an actor? I created a buffer as follows:
```
replay_buffer = tf_uniform_replay_buffer.TFUniformReplayBuffer(
data_spec=tf_agent.collect_data_spec,
batch_size=1, #The batch size must be taken into account here
max_length... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/62655 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62655/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62655/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62655/events | https://github.com/tensorflow/tensorflow/issues/62655 | 2,045,255,655 | I_kwDOArmXAs556B_n | 62,655 | How to pass zipped Tensors and RaggedTensors to .fit()? | {
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"Hi **@mihalt** ,\r\nSorry for the delay, Unpack the zipped data in your training loop:\r\nThis is the simplest approach and works well for small datasets or when you need more control over the individual Tensors and RaggedTensors.\r\nInside your training loop, unpack the zipped data into separate variables for you... | 2023-12-17T15:12:01 | 2024-01-04T05:58:36 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.14
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
### GCC/comp... | {
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"Just tried bumping down gradle version in [gradle-wrapper.properties](https://github.com/tensorflow/examples/blob/master/lite/examples/object_detection/android/gradle/wrapper/gradle-wrapper.properties) from 8.4 to 7.2 (lowest for JAVA 11), and everything worked from there perfectly\r\n",
"Hi @ArnasVysniauskas,\r... | 2023-12-17T10:20:39 | 2024-05-03T03:40:43 | 2024-01-04T01:48:31 | NONE | null | null | null | Android studio is not able to build object_tracking Example from [TensorFlow/examples](https://github.com/tensorflow/examples/tree/master/lite/examples/object_detection/android). I am very much new with Android app development, java and gradle, so it is more likely that I am doing something wrong. From readme, It shoul... | {
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"Hi @AndhikaWB ,\r\n\r\nI am not getting your question here. I can verify that `TextVectorization(...,standardize = 'lower_and_strip_punctuation')` layer works fine which removed all punctuations and converted input into lower text as well as per attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/... | 2023-12-16T15:11:42 | 2023-12-20T07:58:52 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
v2.15.0-rc1-8-g6887368d6d4 2.15.0
### Custom code
Yes
### OS platform and distribution
Windows 11 22621 x64
### Mobile device
_No response_
### Python version... | {
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"Hi @arnoldmashava, it seems the images have been deleted from our repo, I will check to see if we want to restore them or add new ones. Thanks for your help.",
"Heartfeltly acknowledged, @pkgoogle - taking into account the programmed trajectory of evolution in the iterative builds of `Android Studio` (from `Gira... | 2023-12-16T08:52:37 | 2024-01-04T11:38:59 | 2024-01-04T11:38:55 | NONE | null | null | null | In the previous and latest versions of the [TFLite Documentation for Android](https://www.tensorflow.org/lite/android), there exists a Section pertaining to the [Importation of a TensorFlow Lite model in Android Studio](https://www.tensorflow.org/lite/inference_with_metadata/codegen#import_a_tensorflow_lite_model_in_an... | {
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"Hi @Hacktiv8or,\r\n\r\n```\r\n resolver.AddCustom(\"PAD\", tflite::ops::custom::Register_PAD(), 1, 2);\r\n // resolver.AddCustom(\"PAD\", tflite::Register_PADV2(), 1, 1);\r\n```\r\n\r\nCould you please confirm you are getting the same error with PADV2() op instead of PAD().\r\n\r\nThank You\r\n\r\n",
"This i... | 2023-12-16T08:47:12 | 2024-01-04T01:48:37 | 2024-01-04T01:48:33 | NONE | null | null | null | ### Issue type
Others
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.8.0
### Custom code
Yes
### OS platform and distribution
Windows, ESP32-cam
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
###... | {
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} | **Report on Modifications to Debugging Functionality Tests**
*Objective:*
The aim of the modifications is to extend the existing debugging functionality tests to cover a variety of variable types, specifically tensors with different shapes and dtypes. This ensures that the debugging infrastructure works consistentl... | {
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"@weinixuehao,\r\nCould you please try `bazel clean --expunge` followed by bazel sync and try to run the **bazel build -c opt --config android_arm64** command for the build. 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. Th... | 2023-12-16T07:12:44 | 2024-01-02T01:48:43 | 2024-01-02T01:48:41 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
latest version
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No respons... | {
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"@cantonios Thanks for reviewing this PR. I have addressed your review comments. Please take a look. Thanks.",
"@penpornk Thanks for approving this PR! Looks like `feedback/copybara` checks have failed. Can you please share the test failures since I am unable to access it? Thanks."
] | 2023-12-16T00:01:40 | 2024-01-05T22:53:57 | 2024-01-05T22:53:57 | CONTRIBUTOR | null | false | {
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This PR also adds FP16 ISA guards in C++ and Python so that oneDNN related fusions in remapper and node-rewrites in layout pass happen only on platforms with AVX-5... | {
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"**Addressing the Corner Case (shown below)**: \r\nWhen the `Const` that is to be fused into `LeakyRelu` has an incoming control dependency. \r\n\r\n- While fusing `LeakyRelu`, the `Const` node is removed as it becomes an attribute of `LeakyRelu` and thus the control dependency will go away, which is incorrect. \r\... | 2023-12-15T22:05:00 | 2024-03-13T15:42:29 | 2024-03-13T15:42:29 | CONTRIBUTOR | null | false | {
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"merged_at": "2024-03-... | One of the steps in the existing approach for checking if a pattern can be fused is to check if there are any control inputs or outputs within the pattern and simply reject the pattern if that is the case. This PR aims to relax that check allowing more patterns to fuse in the remapper.
**THE IDEA**
- If there are i... | {
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"Hi @penpornk Can you please review this PR ? Thank you!"
] | 2023-12-15T18:45:01 | 2024-01-23T21:22:30 | 2024-01-23T21:22:29 | CONTRIBUTOR | null | false | {
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OneDNN forward_convolution operation can add overhead for converting the weights of convolution form HWIO(height, width, input channels, out channels) into blocked-format.
So for the forward oneDNN c... | {
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"The error message indicates that the Docker build process is failing at the step where it is trying to run the `/install/install_pip_packages.sh` script inside the container. The specific error is:\r\n\r\n```\r\n/install/install_pip_packages.sh: line 21: python3.6: command not found\r\n```\r\n\r\nThis suggests tha... | 2023-12-15T17:13:09 | 2024-06-12T11:22:23 | null | CONTRIBUTOR | null | null | null | Steps to error:
1. I forked Tensorflow `master` branch
2. WITH a Github workspace I created a new branch for editing.
3. I tried to run CI tests from the `/workspaces/tensorflow/` directory with command:
```
tensorflow/tools/ci_build/ci_build.sh CPU bazel test //tensorflow/...
```
4. This led me to the follow... | {
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"or is it also possible to omit the collect steps function in the training and simply enter the following as observer in the actors: \r\n`replay_observer = [replay_buffer.add_batch]`\r\ndebug has failed here \r\n\r\n\r\nif I try to debug this: \r\n```\r\ninitial_collect_actor = actor.Actor(\r\n collect_env,\r\n r... | 2023-12-15T10:46:05 | 2024-01-04T23:39:52 | null | NONE | null | null | null | Have a nice day,
I have two questions. I am currently trying to adapt the code from this example so that it can also run on a Windows PC: https://www.tensorflow.org/agents/tutorials/7_SAC_minitaur_tutorial In this code example, reverb is used, but it only runs on Linux. I have now decided to use the TF uniform buffe... | {
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"gi",
"Hi **@TimKoornstra** ,\r\nI was able to reproduce the issue on Colab using TF v2.15, and TF-nightly. Please find the [gist](https://colab.research.google.com/gist/Venkat6871/29190e14db8cbbbe8311849fb1be9b43/62643_2-15-nightly-v.ipynb) here for reference.\r\n\r\nThank you!"
] | 2023-12-15T09:31:05 | 2024-03-11T17:43:00 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.14.1
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.9, 3.10
### Baze... | {
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"@vishwascm,\r\nThe difference in code execution time between a TensorFlow installation from **source** and a pre-built binary installed using **pip install tensorflow** can be influenced by several factors. \r\n\r\nWhen you are trying to build TensorFlow from source, there is an option to customize compiler flags ... | 2023-12-15T06:10:36 | 2024-02-22T01:46:45 | 2024-02-22T01:46:42 | NONE | null | null | null | ### Issue type
Performance
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf v2.15.0
### Custom code
No
### OS platform and distribution
ubuntu 22.04.1 on aarch64
### Mobile device
_No response_
### Python version
Python 3.11.0
### Bazel version
6.... | {
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"Hi @zxros10,\r\n\r\nYou can set the ```converter.experimental_use_mlir_converter``` to FALSE in the converter to control certain operations like \"MatMul, Add, and Relu\" without getting fused. Please try the following.\r\n```\r\nconverter = tf.lite.TFLiteConverter.from_saved_model('convpart2/saved_model/')\r\n... | 2023-12-15T05:14:19 | 2023-12-27T03:41:09 | 2023-12-27T03:41:08 | NONE | null | null | null | ### 1. System information
ubuntu22.04
tensorflow 2.15
### 2. Code
import tensorflow as tf
import numpy as np
def representative_data_gen():
input_value2 = np.random.normal(size=(1, 40, 20, 2048)).astype(np.float32)
yield {
"input_0": input_value2,
}
converter = tf.lite.TFLite... | {
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"@panhu Before quantization, could you try to scale your int16 data to a smaller range centered around 0. This will ensure a wider distribution within the limited int8 range, reducing the risk of values becoming 0 or 127 after conversion. You can use techniques like min-max scaling or standard normalization. Please... | 2023-12-15T04:01:08 | 2024-01-05T01:48:56 | 2024-01-05T01:48:56 | NONE | null | null | null | ### 1. System information
- Linux Ubuntu 16.04
- TensorFlow installation (pip package or built from source):
- TensorFlow library
#### Option A: Reference colab notebooks
I would like to ask how to process my model as input after quantifying it with int8 and setting the input-output of tflite to int8, when m... | {
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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/62639/checks?check_run_... | 2023-12-15T00:26:39 | 2023-12-15T00:35:05 | 2023-12-15T00:35:01 | NONE | null | true | {
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"Hi @ezhulenev, Can you please review this PR ? Thank you!",
"Hi @ezhulenev, Can you please review this PR ? Thank you!",
"Hi @yimeisun123 Can you please rebase your branch and resolve the conflicts? Thank you!",
"Hi @ezhulenev, Can you please review this PR ? Thank you!"
] | 2023-12-14T22:51:39 | 2024-06-07T16:39:39 | null | CONTRIBUTOR | null | false | {
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cc @reedwm @nluehr | {
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This fixes an issue introduced by 959b6127cffb9afe846824e26d9f5c3af56f1f6c and reported in #62228. | {
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"@yangy996 Please make sure you have all the necessary dependencies installed for building MLIR, including SPIRV libraries and tools. Also verify that your compiler and build tools are up-to-date. Please try to use TF v2.15 which is the latest one and let us know?\r\nThank you!",
"This issue is stale because it h... | 2023-12-14T08:32:25 | 2023-12-30T01:47:44 | 2023-12-30T01:47:40 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.12
### Custom code
Yes
### OS platform and distribution
loongarch64
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
5.3.1
### GCC/compiler versi... | {
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"@ChetanAlmelkar,\r\nThe error which you are facing is due to the **tflite** file which you are accessing may not be properly added to the assets folder. Could you please try to add and let us know if it resolves the error.\r\nhttps://github.com/tensorflow/tensorflow/issues/8233.\r\n\r\nThank you!",
"This issue i... | 2023-12-14T08:00:38 | 2023-12-30T01:47:46 | 2023-12-30T01:47:42 | NONE | null | null | null | when i updated app from playstore it is going to crash
Fatal Exception: java.lang.NullPointerException
Attempt to read from null array
com.optick_employee_mobile_app.FaceRecognitionPythonModule.findNearest (FaceRecognitionPythonModule.java:571)
com.optick_employee_mobile_app.FaceRecognitionPythonModule.recogniz... | {
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"The memory and video memory did not overflow, Windows Task Manager shows that the trend of memory and video memory is very stable.(about 60% of the max, I guess? it shows a straight line.)",
"I checked the dump file with WinDbg.\r\nKEY_VALUES_STRING: 1\r\n\r\n Key : Analysis.CPU.mSec\r\n Value: 3015\r\n\r... | 2023-12-14T05:01:48 | 2024-01-20T01:49:02 | 2024-01-20T01:48:59 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
tf 2.10.1 git_version v2.10.0-76-gfdfc646704c
### Custom code
Yes
### OS platform and distribution
Windows 10 22H2
### Mobile device
_No response_
### Pyt... | {
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Also, it seems people are confused by it, so deleting it makes more sense. See #62627 | {
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Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.15
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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_No response_
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"@jyingl3, Can you help to have a review? thanks",
"> @jyingl3, Can you help to have a review? thanks\r\n\r\nThanks so much for making this change! LGTM. I will be taking time off, so will let other reviewer(s) to take a look as well. ",
"Hi @jzhoulon Can you please check @swachhandl's [comments](https://github... | 2023-12-13T08:48:19 | 2024-05-25T01:48:59 | 2024-05-25T01:48:50 | CONTRIBUTOR | null | false | {
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"Hi @EgodPrime ,\r\n\r\nThis is due to the `tf.gather` Op, which is called internally by `embedding_lookup`. `tf.gather` Op never validate indices on GPU and on CPU indices always be validated.Hence on GPU there is no exception as raised by CPU. This is known issue and also documented in the tf.gather doc [here](ht... | 2023-12-13T03:21:03 | 2024-06-12T10:49:38 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
tf2.14.0
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compil... | {
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"I think we would close this as abandoned",
"Hi @treyboo3 Can you please check @mihaimaruseac's comments and keep us posted? Thank you!"
] | 2023-12-12T19:11:44 | 2024-03-07T16:48:48 | 2024-03-07T16:48:42 | NONE | null | false | {
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} | Added an improved version of documentation. I was running into an issue while testing which is why the $PWD was bracketed. I made a small change to the ISSUES.md for better guidance. I also tried to be more descriptive in the README.md for beginners looking to understand or get into Tensorflow. Thank you! | {
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"Hi @mcourteaux ,\r\n\r\nThanks for reporting the issue. I have cross checked the setyp.py and its mentioned cudnn required for Tf2.15v as `8.9.4` version.\r\nhttps://github.com/tensorflow/tensorflow/blob/0b15fdfcb3fddcb4b8a095f26d0f786e316163d7/tensorflow/tools/pip_package/setup.py#L171\r\n\r\nWe will update it to... | 2023-12-12T15:59:51 | 2024-01-04T12:38:21 | 2024-01-04T12:38:18 | NONE | null | null | null | ### Issue type
Documentation Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.15.0.post1
### Custom code
No
### OS platform and distribution
Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.10
### ... | {
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"@Allan1974 Could 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/issues/ne... | 2023-12-12T13:43:57 | 2023-12-30T01:47:44 | 2023-12-30T01:47:43 | NONE | null | null | null | [**System](**url**) 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 cod... | {
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"It looks like several users rely on the current behavior, so this would be a breaking change."
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} | As per `tf.boolean_mask` documentation the argument mask must be:
> K-D boolean Tensor, K <= N and K must be known statically.
Currently this API is not validating the `mask` argument. If we pass any numeric values irrespective of `positives` or `negatives` all will be considered as `True` except for `0`. This... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/62622 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62622/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62622/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62622/events | https://github.com/tensorflow/tensorflow/pull/62622 | 2,036,774,760 | PR_kwDOArmXAs5hvczJ | 62,622 | [oneDNN] Add BMMV2 + Mul fusion and test | {
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"Hi @kanvi-nervana Can you please rebase your branch and resolve the conflicts? Thank you!",
"Hi @penpornk Can you please review this PR ? Thank you!",
"Hi @penpornk Can you please review this PR ? Thank you!",
"Hi @penpornk Can you please review this PR ? Thank you!",
"Hi @penpornk Can you please review th... | 2023-12-12T00:44:28 | 2024-06-07T16:37:38 | null | CONTRIBUTOR | null | false | {
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} | This PR adds BMMV2+Mul pattern for fusion and the required tests.
This pattern is seen for FP16 ViT. The original pattern is BMMV2+Mul+Add but for FP16 the Add is constant folded. | {
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"For reference this is now handled by the ci job that reports as \"Presubmit - Linux Arm64 CPU - Py+CPP Test Suite \""
] | 2023-12-11T21:31:54 | 2023-12-11T21:58:43 | 2023-12-11T21:58:42 | COLLABORATOR | null | false | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/62620 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62620/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62620/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62620/events | https://github.com/tensorflow/tensorflow/issues/62620 | 2,036,560,612 | I_kwDOArmXAs55Y3Lk | 62,620 | TFlite model signature lost after populating with metadata | {
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"Is there any solution/comment on this ? @tensorflower-gardener @mihaimaruseac",
"Hi @ pkgoogle,\r\nPlease look into the issue.\r\n\r\nThank You",
"Hi @pucha48, can you either upload your model file or show us the code that produces the model? Feel free to simplify or reduce the model so that it just shows the ... | 2023-12-11T21:30:02 | 2024-06-12T10:57:35 | null | NONE | null | null | null | ### 1. System information
- Mac OS 14.1.2
- TensorFlow mac 2.13.0
- Tflite support version '0.1.0a1'
### 2. Code
```
def write_metadata(model_path, run_name):
model_meta = _metadata_fb.ModelMetadataT()
model_meta.name = "test model"
model_meta.description = run_name
model_meta.version = ... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/62619 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62619/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62619/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62619/events | https://github.com/tensorflow/tensorflow/pull/62619 | 2,036,506,524 | PR_kwDOArmXAs5huhan | 62,619 | [oneDNN]: Added support for quantized types in Enter and Exit ops on CPU | {
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"Hi @penpornk Can you please review this PR ? Thank you!",
"@cantonios Thanks for reviewing this PR. I have addressed your review comments. Please take a look."
] | 2023-12-11T20:52:07 | 2024-01-26T16:31:38 | 2024-01-26T16:31:37 | CONTRIBUTOR | null | false | {
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"merged_at": "2024-01-... | Fixes https://github.com/tensorflow/tensorflow/issues/61761.
TF removed support for quantized types in `Enter` and `Exit` ops for CPU from r2.13. This causes issues when quantizing models such as Transformer-MLPerf using [Intel(R) Neural Compressor](https://github.com/intel/neural-compressor).
An example workflow... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/62618 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62618/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62618/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62618/events | https://github.com/tensorflow/tensorflow/issues/62618 | 2,036,497,251 | I_kwDOArmXAs55Yntj | 62,618 | Why does my full integer quantized tflite model crash when loaded? | {
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"I have attached the model here (I had to zip it since github doesn't accept .tflite files). \r\n[full_integer_quant_model.zip](https://github.com/tensorflow/tensorflow/files/13640900/full_integer_quant_model.zip)\r\n",
"I have a suspicion that this [PR](https://github.com/tensorflow/tensorflow/pull/61698) might ... | 2023-12-11T20:45:48 | 2024-01-11T14:52:37 | 2024-01-11T14:51:37 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.16.0-dev20231211
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu 22.04
### Mobile device
Linux Ubuntu 22.04
### Python version
3.11
... | {
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"Ok, this is ready for review again. I fixed a few issues, including one bug with including TFCI variables from the environment, and added more documentation -- mostly about docker. I have verified that (on my Linux machine), these all appeared to be working:\r\n\r\n- local_multicache\r\n- local_rbe\r\n- local_nodo... | 2023-12-11T19:21:56 | 2023-12-19T01:20:25 | 2023-12-19T01:20:25 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-12-... | This change is a big simplification of reproducing a build locally ([see it here](https://github.com/angerson/tensorflow/tree/master/ci/official)):
- Moved a lot of configurable behavior into source-able local_* env files
- Deleted a lot of extraneous instructions
- Added "how do I choose..." instructions for clar... | {
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"@hello-fri-end Could you manually add dependency declarations for the missing header files in the BUILD file for //tensorflow/lite/profiling:time. This would involve specifying the paths to these files relative to the Android NDK root directory. \r\n\r\nYou can try using a prebuilt Android NDK version that already... | 2023-12-11T15:39:35 | 2023-12-30T01:47:49 | 2023-12-30T01:47:45 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
NIL
### Custom code
Yes
### OS platform and distribution
Arch Linux
### Mobile device
Samsung S22 Plus
### Python version
3.9
### Bazel version
6.1.0... | {
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"Hi @pkgoogle,\r\nCould you please look into the issue\r\nThank you",
"Hi @Qheb, I'm looking into this, do you know what Android SDK and API Level you are using?",
"Hi @pkgoogle , thanks for looking into this.\r\nI reproduced the issue while compiling & targeting the Android SDK 34.",
"@Qheb, Thanks!, by API ... | 2023-12-11T14:13:35 | 2024-02-23T10:32:08 | null | NONE | null | null | null | **System information**
- Android Device information: `samsung/dm3qxeea/dm3q:14/UP1A.231005.007/S918BXXS3BWK5:user/release-keys` (reproduced on any device I tested)
- Bundled TFLite version from [Maven](https://repo.maven.apache.org/maven2/org/tensorflow/tensorflow-lite/): `2.12.0` and later
- TensorFlow Lite in Play... | {
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"@annaa-ka,\r\nTensorflow-2.6.0\tis compatible with python 3.6-3.9, compiler GCC 7.3.1, Bazel 3.7.2, cuDNN 8.1 and CUDA 11.2 versions. In your case, most of the configurations are on the higher side. Could you please try to follow the tested build configurations and install the tensorflow for the smooth execution.\... | 2023-12-11T09:57:00 | 2024-01-27T01:46:25 | 2024-01-27T01:46:23 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.6.2
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04.6 LTS
### Mobile device
_No response_
### Python version
Python 3.8.10
### Bazel... | {
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"@jatindarkumar12 Make sure you are using the latest version of pip. You can update pip by running the following command:\r\n```\r\npython -m pip install --upgrade pip\r\n\r\n```\r\nYou can install TensorFlow with the following command:\r\n```\r\npython -m pip install tensorflow\r\n```\r\nYou may need to install a... | 2023-12-11T06:35:16 | 2023-12-30T01:47:52 | 2023-12-30T01:47:46 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
latest
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
windows
### Python version
3.11.5
### Bazel version
_No response_
### GCC/compiler versio... | {
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"In order to expedite the trouble-shooting process, please provide all the dependencies to reproduce the issue reported here. I have faced a different [issue](https://colab.research.google.com/gist/sushreebarsa/840f8f7a4d9d45d74db62b848ec264e5/62612.ipynb) for replicating the same as reported,please have a look. Th... | 2023-12-11T02:42:20 | 2023-12-27T01:47:56 | 2023-12-27T01:47:52 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.15
### Custom code
Yes
### OS platform and distribution
windows 11 64 biit
### Mobile device
windows 11
### Python version
3.9
### Bazel version
... | {
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"Hi @TaliBojdakYates ,\r\n\r\nAs per this [document](https://www.tensorflow.org/install/source#docker_linux_builds), you can build with tensorflow 2.14 and python 3.9(Compatible).\r\n\r\nThank You \r\n\r\n",
"This issue is stale because it has been open for 7 days with no activity. It will be closed if no further... | 2023-12-11T00:23:31 | 2023-12-30T01:47:56 | 2023-12-30T01:47:48 | NONE | null | null | null | ### Issue type
Support
Hi, I'm currently facing challenges running TensorFlow Lite on my AWS Lambda function due to the specific requirements of the Amazon Linux platform. To fix this I am attempting to build TensorFlow Lite for Amazon Linux using Docker, inspired by an older version I found. Here is the older ... | {
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"Hi @NotPjoker05,\r\n\r\nCould you please fill the [template](https://github.com/tensorflow/tensorflow/issues/new/choose) to resolve the issue.\r\nAs well try the code with tensorflow 2.15 version if not tried.\r\n\r\nThank You",
"I'm already using tensorflow 2.15.\r\n### 1. System information\r\n\r\n- Windows 10... | 2023-12-10T22:08:57 | 2024-05-17T10:41:22 | 2024-01-06T01:48:34 | NONE | null | null | null | Hi, I'm trying to convert my model (saved in 'saved model' format) to a tflite model but I get an error, this is my code:
`converter = tf.lite.TFLiteConverter.from_saved_model('saved_model')
tflite_model = converter.convert()
with open('model.tflite', 'wb') as f:
f.write(tflite_model)`
The error is this:
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"@embeddetech Could you ensure that you're not building with options related to Python bindings or Unix-specific features if you don't need them. Please make sure the appropriate requirements for the required dependencies like pybind11 are added to your project settings.\r\nThank you!",
"Hi @sushreebarsa , \r\nI ... | 2023-12-10T17:39:22 | 2024-01-10T19:50:15 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15.0 (latest)
### Custom code
No
### OS platform and distribution
Windows 11
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"Still contains a typo. It is _understand_ and not _unterstand_",
"fixed the typo. Pls re-evaluate.",
"Hi @Cassini-chris 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 expl... | 2023-12-10T14:14:30 | 2023-12-16T05:40:06 | 2023-12-16T05:40:06 | CONTRIBUTOR | null | false | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/62607 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/62607/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/62607/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/62607/events | https://github.com/tensorflow/tensorflow/issues/62607 | 2,034,288,581 | I_kwDOArmXAs55QMfF | 62,607 | No registered '_MklLayerNorm' OpKernel for 'GPU' devices compatible with node {{node custom_model/layer_normalization/add}} | {
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"@YmdTb \r\nI was able to run the code successfully on colab, please find the gist [here](https://colab.research.google.com/gist/sushreebarsa/16e688d7193bb0c3596bbdd6622be702/untitled917.ipynb#scrollTo=MmcQoxDOfcLj).\r\nIf you are using an older version of MKL, update it to the latest version. This may resolve the ... | 2023-12-10T09:24:03 | 2024-02-16T13:41:04 | 2024-01-04T01:48:37 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.15.0
### Custom code
Yes
### OS platform and distribution
Docker image: tensorflow/tensorflow:2.15.0-gpu
### Mobile device
Ubuntu 22.04.3 LTS
### Python ver... | {
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"I am tagging @pkgoogle as he was so kind to advice me on #62196. \r\n\r\nI worked on the bug and created a draft PR. The main culprit for the spurious transformation are the pathological quantization scales. See below for an example of the MLIR debug output:\r\n```\r\n %22 = \"tfl.quantize\"(%21) {qtype = tensor<... | 2023-12-09T17:15:57 | 2024-06-07T17:42:25 | null | NONE | null | true | {
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} | Addresses https://github.com/tensorflow/tensorflow/issues/62196
In some situations, the tf-tfl converter can produce spurious quantization scales. The conversion nevertheless passes, but the tensorflow lite interpreter aborts when allocating tensors for the model. The PR adds a verification check for the mlir QuantO... | {
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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/62604/checks?check_run_... | 2023-12-09T16:14:42 | 2023-12-09T17:12:52 | 2023-12-09T17:12:40 | NONE | null | false | {
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In some situations, the tf-tfl converter can produce spurious quantization scales. The conversion nevertheless passes, but the tensorflow lite interpreter aborts when allocating tensors for the model. The PR adds a verification check for the mlir QuantOps (and DequantizeOps) ops. | {
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"Hi **@drewshark**,\r\nSorry for the delay, Here you have set the axis parameter to a constant value with a very large negative number (-9223372036854775808). The axis parameter should be a valid integer corresponding to the axis along which you want to perform the gather operation. If you want to gather elements a... | 2023-12-09T14:54:43 | 2024-05-22T07:03:59 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.16.0
### 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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"@mitsu0703,\r\nCould you please provide the complete code or the colab gist to reproduce the issue which helps us debug 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 issu... | 2023-12-09T07:18:54 | 2023-12-27T01:47:58 | 2023-12-27T01:47:54 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.12.0
### Custom code
Yes
### OS platform and distribution
mac ventura 13.6.1
### Mobile device
_No response_
### Python version
3.10.
### Bazel version
_No response_
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"@1ofseven Could you please share the different output you are observing other than the documentation?\r\nThe warnings seem to be intended, so please have a look at this [gist](https://colab.research.google.com/gist/sushreebarsa/52a06ba8579daed47f189599b6399bc4/62601.ipynb) and confirm the same?\r\nThank you!",
"... | 2023-12-08T23:50:42 | 2023-12-30T01:47:58 | 2023-12-30T01:47:51 | NONE | null | null | null |
Warning/error output on the documentation page instead of demonstration output from cell code.
webpage https://www.tensorflow.org/tfx/transform/get_started#define_a_preprocessing_function
## Example:
WARNING:apache_beam.runners.interactive.interactive_environment:Dependencies required for Interactive Beam PColle... | {
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"@tensorbuffer Could you use Post-training quantization techniques instead of quantization-aware training. Also using Integer Quantization (INT8) instead of Float16 (FP16) quantization could help. Please let us know the outcome. Thank you!",
"Yes that's how this model is generated (post training quantization, and... | 2023-12-08T22:10:08 | 2023-12-26T22:50:35 | null | NONE | null | null | null |
### Describe the problem
We have a model that has accuracy issue with depthwiseconv, I attached two models, one is right before the depthwise conv node, the result of DSP and CPU has small difference (~0.2), another model has a depthwise conv (7x7 filter) and the result difference is huge (~18.).
I see that there... | {
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"Hi @mering,\r\n\r\nI can see at master branch setup.py required protobuf versions are:\r\nhttps://github.com/tensorflow/tensorflow/blob/9c5b7edd94a3c156b741777f35e77614c434c37a/tensorflow/tools/pip_package/setup.py#L101\r\n\r\nNot sure of constraints of why this is not updated at workspace2.bzl . IMO we can update... | 2023-12-08T21:22:43 | 2024-05-08T20:43:51 | null | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
Latest
### Custom code
No
### OS platform and distribution
Linux
### Mobile device
_No response_
### Python version
_No response_
### Bazel v... | {
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"@mering,\r\nThank you for the request. Could you please elaborate about the Feature. Also, please specify the Use Cases for this feature. Thank you!",
"@tilakrayal The current Bazel `WORKSPACE` approach has several flaws which are fixed by the migration to Bazel modules (e.g. not requiring dependants to specify ... | 2023-12-08T21:18:07 | 2024-05-09T13:44:46 | null | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
Latest
### Custom code
No
### OS platform and distribution
Linux
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
6
### GCC/compiler vers... | {
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"Any updates on this? Thanks",
"> Any updates on this? Thanks\r\n\r\nNot sure if this will help, but the issue is on the nvidia side. https://stackoverflow.com/questions/70301375/noinline-macro-conflict-between-glib-and-cuda",
"Thank you for the pointer. \r\nLooked at the links. Cuda headers do have mentioned ... | 2023-12-08T18:05:32 | 2024-05-01T17:46:14 | null | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.15.0
### Custom code
No
### OS platform and distribution
rocky linux 8.8
### Mobile device
no
### Python version
3.10.2
### Bazel version
6.1.0
### GCC/compiler version
... | {
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"@janakiashwin There are common reasons for such issues like missing dependencies, version mismatch as per requirement or you might be using different environment. Please ensure to follow this [guide](https://www.tensorflow.org/install) for the installation. Could you try uninstalling and reinstalling TensorFlow an... | 2023-12-08T12:17:11 | 2023-12-24T01:49:07 | 2023-12-24T01:49:04 | NONE | null | null | null | I am using anaconda. I created a new environment, pip installed keras and tensorflow
pip install keras
It installed keras 2.10.0
pip install tensorflow.
tensorflow 2.10.0
The following packages will be DOWNGRADED:
openssl 3.0.12-h2bbff1b_0 --> 1.1.1w-h2bbff1b_0
pip ... | {
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"@sandeep1404 The \"gen_array_ops.py\" file is indeed not directly present in the TensorFlow source code you might be looking at. It's actually auto-generated during the TensorFlow build process.\r\nYou won't find a physical gen_array_ops.py file in the source, it's implicitly created through the build process and ... | 2023-12-08T07:06:37 | 2023-12-30T01:48:01 | 2023-12-30T01:47:53 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.14
### Custom code
Yes
### OS platform and distribution
Linux ubuntu 22.04
### Mobile device
_No response_
### Python version
3.8
### Bazel version
_No response_
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"Hi @panhu,\r\n\r\nPlease let me know if you followed this[ document] (https://www.tensorflow.org/lite/guide/build_cmake#build_tensorflow_lite_c_library) for build from source. The error might be due to pthread libraries. Verify once ```pthread``` library is included or not. Please let us know if the issue still ... | 2023-12-08T04:02:04 | 2023-12-20T06:24:40 | 2023-12-20T06:24:36 | NONE | null | null | null | **System information**
- Linux
- TensorFlow Lite in Play Services SDK version
**Standalone code to reproduce the issue**
I want to use the C toolchain to compile the C interface of tflite, but the toolchain does not support using the Threads library, so I commented find_ Package (Threads Required), result in an... | {
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"@cheyennee Keras and TensorFlow undergo continuous development, and internal changes in their implementation can lead to subtle differences in the way models are executed and how outputs are generated. So it might give a different outcome which we expect to be better in every new release. We would recommend you to... | 2023-12-08T03:29:49 | 2023-12-29T01:46:06 | 2023-12-29T01:46:03 | 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
windows colab
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No response_
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"Hi @terryheo Can you please review this PR ? Thank you!"
] | 2023-12-08T01:45:53 | 2024-01-04T05:53:28 | 2024-01-03T09:14:08 | CONTRIBUTOR | null | false | {
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"merged_at": "2024-01-... | ## Background
Native float16 inference is introduced in [Tensorflow Blog](https://blog.tensorflow.org/2023/11/half-precision-inference-doubles-on-device-inference-performance.html).
To try this on benchmark app(benchmark_model), we need set flag of XNNPackDelegateOptions, it's not accessible.
This PR enable to acce... | {
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"Hi,\r\n\r\nThanks for reporting the issue.\r\n\r\n`2.4.0-rc0` is the naming convention we used during the release which you can refer the same here https://github.com/tensorflow/tensorflow/releases/tag/v2.4.0-rc0.\r\n\r\nDid you mean it should be `2.4.0-rc0` not` 2.4.0-rc.0`",
"It should be `2.4.0-rc0`, with a d... | 2023-12-07T21:26:44 | 2024-01-02T17:43:12 | null | NONE | null | null | null | ### Issue type
Documentation Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
N/A
### Custom code
No
### OS platform and distribution
N/A
### Mobile device
N/A
### Python version
N/A
### Bazel version
_No response_
### GCC/compiler version
_No r... | {
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"cc: @nitins17 ",
"Thanks for the PR. Are these blocking the current MacStadium builds? If not, lets keep it as is because our internal macOS Arm64 builds will be using the scripts in https://github.com/tensorflow/tensorflow/tree/master/ci/official. Those do not install any build dependencies from requirements.tx... | 2023-12-07T17:44:14 | 2023-12-14T18:57:00 | 2023-12-14T18:57:00 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-12-... | Removing the tests that caused issues due to duplicated dependencies. Also these tests have been deemed redundant. | {
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"@pure-rgb,\r\nWhile I was trying to access the official doc it is providing an error. Could you please provide the colab gist which you are trying and help us to debug 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 fu... | 2023-12-07T16:34:33 | 2023-12-27T01:48:00 | 2023-12-27T01:47:56 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.15
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Baze... | {
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"Can you also post the model here? A link to colab would be nice.\r\n\r\nIf you cannot share the model (private architecture, private data, etc.), can you try to provide a minimal reproducible example? This is needed so the team can debug",
"Hi @rejahn ,\r\n\r\nPlease submit minimal repro code snippet. We need de... | 2023-12-07T14:53:28 | 2023-12-20T15:58:47 | 2023-12-20T15:58:43 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
tf 2.12.1
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.8
### Bazel version
_No response_
### GCC/comp... | {
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"Install Bazel:\r\nTensorFlow uses Bazel as its build tool. Install Bazel by following the instructions on the official Bazel website.\r\n\r\nClone TensorFlow Repository:\r\nClone the TensorFlow repository from GitHub:\r\n\r\n\r\ngit clone https://github.com/tensorflow/tensorflow.git\r\nNavigate to TensorFlow Lite ... | 2023-12-07T10:34:26 | 2024-02-07T18:44:06 | 2024-01-05T05:19:36 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution: Linux Ubuntu 20.04
- TensorFlow installation: Built from source
- TensorFlow library: Release 2.16.0
### 2. Query:
Hi,
I can find build instructions for Tensorflow lite C **Shared library**, I need instructions to build a **Static library** or know... | {
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