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"@abhinavchawla7,\r\nTensorFlow 2.10 was the last TensorFlow release that supported GPUs on native-Windows. Could you please provide any specific reason you are using WSL2 for 2.10, you can directly install the v2.12 on native-Windows which was supported. \r\ndoes the tf.test.is_gpu_available return False? If that'... | 2023-06-09T12:01:54 | 2023-06-28T20:09:37 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.10.0
### Custom Code
Yes
### OS Platform and Distribution
WSL2 on Windows 11
### Mobile device
_No response_
### Python version
3.8.12
### Ba... | {
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"Hi @ldfandian \r\n\r\nCan you please add the following to the Android manifest in order to detect GPU delegate.\r\n\r\n```\r\n<uses-library android:name=\"libOpenCL.so\"\r\n android:required=\"false\"/>\r\n\r\n<uses-library android:name=\"libOpenCL-pixel.so\"\r\n android:required=\"false\"/>\r\... | 2023-06-09T08:28:44 | 2023-07-12T06:32:46 | 2023-07-12T02:08:38 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.12.0
### Custom Code
No
### OS Platform and Distribution
Android 13
### Mobile device
Android 13
### Python version
3.8.3
### Bazel versi... | {
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"Hi @kenfranko Can you please review this PR ? Thank you!",
"Hi @SuryanarayanaY Can you please check @kenfranko's [comments](https://github.com/tensorflow/tensorflow/pull/60824#discussion_r1239106026) and keep us posted? Thank you!",
"Done the suggested changes."
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"@cantonios, Thanks for the review. I was not able to find a testcase in the framework, (that I could test and enable) for bfloat16. Do you want me to add a python testcase or C++ testcase for this?. If you can give me a reference testcase it will be great. I tried updating and running this testcase tensorflow/pyth... | 2023-06-08T23:04:09 | 2023-11-17T16:47:59 | 2023-08-23T01:46:39 | CONTRIBUTOR | null | false | {
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} | This are changes to add bfloat16 to image rotation. When models are run in mixed bfloat16 precision, models that use image transformation would perform much better with image rotation in bfloat16. | {
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"Hi, @chnzhangrui! I tried this provided code in TF v[2.8](https://colab.research.google.com/gist/sushreebarsa/12b8d058b114457a93847bdccc7ea87c/60822-2-12.ipynb#scrollTo=tuajrZc2nTS1), TF v[2.12](https://colab.research.google.com/gist/sushreebarsa/c1ad2acaa810562a063e26bce51a2a49/60822-2-12.ipynb) and tf-[nightly... | 2023-06-08T21:56:06 | 2023-07-27T01:50:04 | 2023-07-27T01:50:02 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Performance
### Have you reproduced the bug with TF nightly?
Yes
### Source
installed from pip
### Tensorflow Version
tf >= 2.7
### Custom Code
No
### OS Platform and Distribution
Linux, CentOS Linux 7
### Mobile devic... | {
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`core/public/version.h`, `tools/pip_package/setup.py`, and
`tensorflow/tensorflow.bzl`. Also review the execution notes below:
```
Major: 2 -> 2
Minor: 12 -> 12
Patch: 0 -> 1
WARNING: Below are potentially instances of lingering old version str... | {
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"/cc @penpornk ",
"Do you want to keep the old setting as well, and maybe branch depending on zendnn version? Or will everyone be using ZenDNNv4.0?",
"@cantonios We do not want to keep the old setting. Everyone will be using ZenDNNv4.0."
] | 2023-06-08T16:28:01 | 2023-06-13T16:21:41 | 2023-06-13T16:21:41 | CONTRIBUTOR | null | false | {
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Authors:
Aakar Dwivedi ( aakar.dwivedi@amd.com )
Chandra Kumar Ramasamy ( chandrakumar.ramasamy@amd.com )
Savan Anadani ( savan.anadani@amd.com ) | {
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"Hi @ldfandian \r\n\r\nCan you please try in TF Nightly and let us know if you are still facing the issue?\r\n\r\n`implementation 'org.tensorflow:tensorflow-lite-*:0.0.0-nightly-SNAPSHOT'`\r\n\r\nThanks.",
"> Hi @ldfandian\r\n> \r\n> Can you please try in TF Nightly and let us know if you are still facing the iss... | 2023-06-08T14:54:37 | 2023-07-01T02:12:18 | 2023-07-01T02:12:16 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.12.0
### Custom Code
No
### OS Platform and Distribution
Android
### Mobile device
Android 13
### Python version
... | {
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"Hi @ramonhollands,\r\n\r\nThe release will be notified here: https://cocoapods.org/pods/TensorFlowLiteSwift. Unfortunately, we don't have a publicly available planned release date currently. Please close if this answers your question.",
"This issue is stale because it has been open for 7 days with no activity. I... | 2023-06-08T14:48:45 | 2023-06-29T02:06:19 | 2023-06-29T02:06:18 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Feature Request
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.13.0
### Custom Code
Yes
### OS Platform and Distribution
Ios/Android
### Mobile device
Ios/Android
### Python version
_No respon... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60815 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60815/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60815/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60815/events | https://github.com/tensorflow/tensorflow/issues/60815 | 1,747,973,452 | I_kwDOArmXAs5oL_VM | 60,815 | int8 quantization fails with "Aborted (core dumped)" because real_output_multiplier > 1 in tensorflow/lite/kernels/add.cc | {
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"Hi @akrapukhin, go ahead and make the PR stating that it fixes this issue. We will review internally and if we need a more general solution it will likely be part of the review (or of course if you figure it out feel free to update the PR). We appreciate your contribution!",
"This issue is stale because it has b... | 2023-06-08T14:10:10 | 2023-07-07T02:08:30 | 2023-07-07T02:08:28 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution: Linux Ubuntu 20.04:
- TensorFlow installation: pip package
- TensorFlow library: v2.12.0
### 2. Problem
When I quantize my model in int8 format it fails with "Aborted (core dumped)". The quantization code is pretty standard:
```
model = some_model()
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https://api.github.com/repos/tensorflow/tensorflow/issues/60814 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60814/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60814/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60814/events | https://github.com/tensorflow/tensorflow/issues/60814 | 1,747,790,999 | I_kwDOArmXAs5oLSyX | 60,814 | GPU Delegate dynamic tensor input shape (Feature Request) | {
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"Hi @OleksandrGrument, in order to keep TFLite light, we have to compromise on some design choices such as dynamic input shapes. Currently we do not plan to implement this feature in the near future. Apologies we can't help you here soon."
] | 2023-06-08T12:25:39 | 2023-06-14T21:38:36 | 2023-06-14T21:38:36 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Feature Request
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.12.0
### Custom Code
Yes
### OS Platform and Distribution
Android
### Mobile device
Android
### Python version
_No response_
... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60813 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60813/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60813/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60813/events | https://github.com/tensorflow/tensorflow/issues/60813 | 1,747,576,779 | I_kwDOArmXAs5oKefL | 60,813 | tf.keras.Model.predict passing x=tf.keras.utils.Sequence causing exceptions ValueError: Data is expected to be in format `x`, `(x,)`, `(x, y)`, or `(x, y, sample_weight)` | {
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"Hi @Yuanjimengmengda ,\r\n\r\nAs per documentation of [model.predict](https://www.tensorflow.org/api_docs/python/tf/keras/Model#predict) the argument 'x' can be:\r\n\r\n`A generator or [keras.utils.Sequence](https://www.tensorflow.org/api_docs/python/tf/keras/utils/Sequence) returning (inputs, targets) or (inputs,... | 2023-06-08T10:16:56 | 2023-08-08T12:59:47 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.12.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Py... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60812 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60812/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60812/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60812/events | https://github.com/tensorflow/tensorflow/issues/60812 | 1,747,471,974 | I_kwDOArmXAs5oKE5m | 60,812 | Ragged String Input not working with GPU - > non-DMA-copy attempted of tensor type: string | {
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"@citizenkeynes,\r\nBasically, RaggedTensorVariant objects should never be copied to GPU, because we can't do anything useful with them there. But Placer isn't currently smart enough to figure that out (it just sees a Variant tensor, and doesn't know what kind of value it contains). \r\nhttps://github.com/keras-tea... | 2023-06-08T09:26:02 | 2023-09-22T18:22:45 | 2023-07-06T02:09:58 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.12
### Custom Code
No
### OS Platform and Distribution
linux
### Mobile device
_No response_
### Python version
... | {
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"@michaeldiener,\r\nThe **memory_limit** in **tf.config.LogicalDeviceConfiguration** API mainly funtions for Maximum memory (in MB) to allocate on the virtual device. Currently it is only supported for GPUs. \r\nCould you please confirm whether it is having the problem whenever you are running inside a docker cont... | 2023-06-08T08:14:36 | 2023-09-22T13:36:04 | 2023-07-19T09:41:18 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.12.0
### Custom Code
No
### OS Platform and Distribution
Ubuntu 22.04 (inside docker)
### Mobile device
_No response_
### Python version
3.10.... | {
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"Hi @mmseerrttt ,\r\n\r\nIt seems you are using TF1.x related code which is not supported now. I have gone through the [horovod](https://horovod.readthedocs.io/en/stable/tensorflow.html) documentation and found below notes.\r\n\r\n<img width=\"821\" alt=\"Screenshot 2023-06-08 at 9 50 23 AM\" src=\"https://github.c... | 2023-06-08T02:39:01 | 2023-06-08T08:47:40 | 2023-06-08T08:47:37 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
tf 2.11
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04.1
### Mobile device
_No response_
#... | {
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"Hi @Jerry-Ge, \r\n\r\nI tried both the commands but I'm getting different errors... did you upload the right files?\r\n\r\n```\r\n../tensorflow/bazel-bin/tensorflow/compiler/mlir/tf-mlir-translate --graphdef-to-mlir --tf-enable-shape-inference-on-import --tf-output-arrays=result erf_model.pb -o test_tf.preopt.mlir... | 2023-06-07T23:07:13 | 2023-08-23T20:35:19 | 2023-08-23T20:35:18 | CONTRIBUTOR | null | null | null | ### For TF
```
Results INVALID_MLIR test_erf_1_f32: Error 1 running command: /tensorflow/bazel-bin/tensorflow/compiler/mlir/tf-mlir-translate --graphdef-to-mlir --tf-enable-shape-inference-on-import --tf-output-arrays=result erf/test_erf_1_f32/model.pb -o erf/test_erf_1_f32/test_tf.preopt.mlir --tf-input-arrays pla... | {
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"Hi @jpienaar / @rdzhabarov Can you please review this PR ? Thank you!",
"Hi @jpienaar / @rdzhabarov Can you please review this PR ? Thank you!",
"Hi @jpienaar / @rdzhabarov Can you please review this PR ? Thank you!",
"Hi @jpienaar / @rdzhabarov Can you please review this PR ? Thank you!",
"Hi @jpienaar / ... | 2023-06-07T21:15:55 | 2024-04-07T01:48:58 | 2024-04-07T01:48:45 | CONTRIBUTOR | null | false | {
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} | Update realDiv argument details to display only registered dtypes.
Fixes #59181 | {
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"CC @reedwm, @nluehr.",
"Can you resolve conflicts?"
] | 2023-06-07T20:46:33 | 2023-07-28T23:10:14 | 2023-07-28T23:10:13 | CONTRIBUTOR | null | false | {
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(X, W, x_scale, w_scale, y_scale) -> Y,
where the input X, the filter W and the output Y are based on the `F8E4M3FN` and `F8E5M2` data types and x_scale, w_scale and y_scale are their scaling factors. | {
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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: 13 -> 13
Patch: 0 -> 0
No lingering old version strings "2.13.0-rc1" found in source directo... | {
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"@sachinprasadhs,\r\nI was able to reproduce the issue on tensorflow v2.12 and tf-nightly. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/f4758eb0ec3f8d66c124cb67f0988566/untitled1193.ipynb).",
"I found something in the docs that explained this:\r\n\r\n![AutoGraphDocs](https:/... | 2023-06-07T16:12:49 | 2023-06-12T18:06:01 | null | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.14.0-dev20230606
### Custom Code
Yes
### OS Platform and Distribution
Windows 11 x64
### Mobile device
NA
### Python version
3.10
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"Errors on the ARM CI seem to be:\r\n```\r\nERROR: /workspace/bazel_pip/tensorflow/dtensor/python/tests/BUILD:22:15: in py_library rule //bazel_pip/tensorflow/dtensor/python/tests:test_util: target '//tensorflow/dtensor/python:api' is not visible from target '//bazel_pip/tensorflow/dtensor/python/tests:test_util'. ... | 2023-06-07T13:07:11 | 2023-08-28T09:09:56 | 2023-06-27T18:44:13 | CONTRIBUTOR | null | false | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60800 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60800/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60800/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60800/events | https://github.com/tensorflow/tensorflow/issues/60800 | 1,745,610,702 | I_kwDOArmXAs5oC-fO | 60,800 | Tensorflow freezes during training on Mac Studio | {
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"Try to update TensorFlow version with \"pip install --upgrade tensorflow\"",
"I did, and the problem still appears with tensorflow `2.12`.",
"Hi @hovavalon ,\r\n\r\nIt seems the issue is Mac specific and Mac M1 related issues has to be addressed in the Apple metal plugin forum.\r\n\r\nBut I observed earlier th... | 2023-06-07T10:47:45 | 2023-06-29T02:06:26 | 2023-06-29T02:06:23 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
tf2.9
### Custom Code
No
### OS Platform and Distribution
MacOS Ventura 13.4/13.1
### Mobile device
Mac Studio
### Python version
3.10
### Baz... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60799 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60799/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60799/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60799/events | https://github.com/tensorflow/tensorflow/issues/60799 | 1,745,559,984 | I_kwDOArmXAs5oCyGw | 60,799 | RuntimeError during 16x8 quantization in TFLite converter - "Max and min for dynamic tensors should be recorded during calibration" | {
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"Hi @danielr55 \r\n\r\nI was able to reproduce this issue. Please find the gist [here](https://colab.research.google.com/gist/pjpratik/56093b4a375c85812ab245637bbb5d74/60799.ipynb).\r\n\r\nSeems like int16x8 support is not available for `tf.minimum` built-in op which might be causing the issue.\r\n\r\nYou can try `... | 2023-06-07T10:18:58 | 2023-10-04T21:56:54 | null | NONE | null | null | null | ### 1. System information
- **OS Platform and Distribution**:
*Ubuntu 22.04.1 LTS*
- **TensorFlow installation**:
*pip install tensorflow*
- **TensorFlow library**:
*tensorflow 2.12.0*
*tensorflow-cpu 2.12.0*
*tensorflow-estimator 2.12.0*
*tensorflow-io-gcs-filesyst... | {
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"can you show the Error?\r\n",
"Hi @fizmatbfu, please follow the steps mentioned in https://www.tensorflow.org/install/source_windows.\r\nI ran the build on my end and didn't get the above error.",
"@fizmatbfu,\r\nCould you please follow the steps mentioned on the official website of [Tensorflow](https://www.te... | 2023-06-07T09:16:18 | 2023-06-14T15:38:56 | 2023-06-14T11:18:26 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.9.3
### Custom Code
Yes
### OS Platform and Distribution
Windows 10
### Mobile device
_No response_
### Python version
3.10
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"Here are the internal errors, @radekzc can you please verify ? Thank you!\r\n\r\nld: error: undefined reference due to --no-allow-shlib-undefined: util_graphics_giza::BlendRgbaToRgbaIcon::DrawScanlines(int, int, int, int, int, util_graphics_giza::GizaOperator, Callback5<int, int, int, unsigned int, util_graphics_g... | 2023-06-07T08:38:10 | 2024-01-03T09:21:56 | 2024-01-03T09:21:55 | CONTRIBUTOR | null | false | {
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"Hi @hirwa-nshuti ,\r\n\r\nThanks for your observation and time for bringing this to our attention. Yeah the Numpy version that the Tensorflow API is referring is older and the link can be updated to latest/stable version.\r\n\r\nWe will discuss internally and let you know because this is external link which may ch... | 2023-06-07T07:16:25 | 2023-06-08T13:10:32 | 2023-06-08T13:10:32 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Documentation Feature Request
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.12.0
### Custom Code
No
### OS Platform and Distribution
Linux ubuntu 18.04
### Mobile device
_No response_
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} | Added custom layer GroupNormalization in TfLite
-> Needed for executing StableDiffusion Model on GPU in tflite.
```
from keras_cv.models.stable_diffusion.diffusion_model import DiffusionModel
from keras_cv.models.stable_diffusion.decoder import Decoder
```
-> limitations of GPU kernel
- defined for axi... | {
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"@Ramees025,\r\nCould you please provide complete code and more information about the issue which was mentioned. It helps to analyse the issue in an effective way. Thank you!",
"\r\n\r\nAttached is the single la... | 2023-06-07T06:13:41 | 2023-07-01T02:12:21 | 2023-07-01T02:12:19 | NONE | null | null | null | **System information**
- OS Platform and Distribution: Android, Galaxy S23.
- TensorFlow installed from (source or binary):2.12
- TensorFlow version (or github SHA if from source):2.12
Input tensor shape (1,16,32,256,12)
Output tensor shape (1,16,32,3072)
**Any other info / logs**:
RESHAPE: OP is supported, but ten... | {
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"Hi:\r\nWhat I would like to add is how to significantly reduce tflite shared libraries when using cmake",
"Hi @panhu \r\n\r\nTensorFlow Lite enables you to reduce model binary sizes by using selective builds. Selective builds skip unused operations in your model set and produce a compact library with just the ru... | 2023-06-07T03:43:07 | 2023-06-23T02:08:39 | 2023-06-23T02:08:37 | NONE | null | null | null | **System information**
- RIsc-v
**Standalone code to reproduce the issue**
Hi:
If i want to compile tflite into a library and then use C to call it. How can I effectively optimize and crop it to make the compiled tflite library file smaller. Because for our model, tflite micro is not supported by many operato... | {
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[Make nccl bindings compilable with cuda 10.2](https://github.com/tensorflow/tensorflow/commit/67edc16326d6328e7ef096e1b06f81dae1bfb816) | {
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"ther could be few reasons but the main is to Ensure that GPU drivers are installed und make sur you have the appropriate GPU drivers on your system.",
"Hi @gg4u ,\r\n\r\nCould you please confirm the OS you are using. Could you please confirm whether GPU drivers and nvidia toolkit installed and path variables set... | 2023-06-06T20:06:53 | 2023-12-15T22:07:31 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.10.11
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"Hi @NickLucche \r\n\r\nThanks for reporting this issue.\r\n\r\n@pkgoogle I was able to reproduce this issue. Please find the gist [here](https://colab.research.google.com/gist/pjpratik/0a3f11e436e1e7d73bccf3fc8c57afe9/60789.ipynb).\r\n\r\nCould you please look into this if this is intended behaviour?\r\n\r\nThanks... | 2023-06-06T12:34:05 | 2023-10-04T21:58:50 | null | NONE | null | null | null | **System information**
- Linux Ubuntu 20.04
- TensorFlow installed from: docker `tensorflow/tensorflow:latest-gpu`
- TensorFlow version (or github SHA if from source): 2.12.0
**Standalone code to reproduce the issue**
Input model (Netron):
![image](https://github.com/tensorflow/tensorflow/assets/10706289/3bc... | {
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"Hi @MegaCreater \r\n\r\nBased on the error message you provided earlier, it seems that the issue is not related to the specific dataset being used (MNIST vs Fashion MNIST), but rather with how the data is being accessed from the TPU. The error message “File system scheme ‘[local]’ not implemented” suggests that th... | 2023-06-06T11:18:55 | 2023-07-13T02:10:40 | 2023-07-13T02:10:38 | NONE | null | null | null | I am trying to replicate TensorFlow `autoencoder` (Source: [Second example: Image denoising](https://www.tensorflow.org/tutorials/generative/autoencoder#second_example_image_denoising)) image cleaning example on TPU (in google colab).
Code :
```python3
import tensorflow as tf
import tensorflow.keras as keras
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"Hi @misterBart \r\n\r\nThe TFLite includes the TFLite logger options which can be used to set the logging severity levels.\r\n\r\nhttps://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/logger.h\r\n\r\n\r\nhttps://github.com/tensorflow/tensorflow/blob/2f1a31a27ea0a21e421e77a957cfd573973f2a65/tensorflo... | 2023-06-06T10:38:45 | 2023-08-23T08:37:19 | 2023-08-21T15:40:57 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.10
### Custom Code
No
### OS Platform and Distribution
Linux64 Ubuntu 22.10
### Mobile device
_No response_
### Python version
3.10.7 (irrelev... | {
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"Hi @gbaned can you help to check the PR process? It's approved but the states is still \"Assigned Reviewer\".",
"Hi @Zantares Sorry for the delay, can you please take a look on below internal errors? Thank you!\r\n\r\nTraceback (most recent call last):\r\n File \"/tensorflow/lite/python/analyzer_test.py\", line... | 2023-06-06T09:22:08 | 2023-11-27T09:25:05 | 2023-08-03T09:30:16 | CONTRIBUTOR | null | false | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60785 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60785/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60785/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60785/events | https://github.com/tensorflow/tensorflow/issues/60785 | 1,743,253,806 | I_kwDOArmXAs5n5_Eu | 60,785 | Inference model error when xla enabled with error message "OP_REQUIRES failed at xla_ops.cc:462 : NOT_FOUND: could not find registered platform with id: 0x7f7537df9c24" | {
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"@Weili17,\r\n\r\nCould you please try to follow the below instructions and let us know if it helps in this case.\r\n\r\n1. Create a `nvvm/libdevice` folder in the Conda environment lib folder.\r\n\r\n2. Copy the `libdevice.10.bc` file to the directory `nvvm/libdevice`\r\n This file may be found in your system like... | 2023-06-06T07:25:18 | 2023-10-04T19:15:39 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf2.9.2
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 16.04
### Mobile device
_No response_
### Python version
Python 3.10.6... | {
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"Hi @dsbyprateekg ,\r\n\r\nIt seems the issue is related to Kaggle environment. I found there is no issue with Google colab and may refer to the [gist](https://colab.research.google.com/gist/SuryanarayanaY/153ff07cb2eb8c066c3987e526a5a72d/60784.ipynb).\r\n\r\nBy looking at the logs you might need to install setup t... | 2023-06-06T05:51:55 | 2023-07-01T02:12:24 | 2023-07-01T02:12:22 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.12
### Custom Code
No
### OS Platform and Distribution
kaggle
### Mobile device
_No response_
### Python version
3.10.10
### Bazel... | {
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"Hi @dark16sider ,\r\n\r\nThanks for reporting issue. Could you please submit a code snippet to replicate and understand the problem. Please confirm whether you are using prebuilt wheel or built from source? If built from source let us know the build command used.\r\n\r\nCould you please confirm whether you have cu... | 2023-06-05T17:33:00 | 2023-08-06T01:48:44 | 2023-08-06T01:48:37 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Source
source
### Tensorflow Version
Tensorlfow 2.12
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 22.04.2
### Python version
3.9
### CUDA/cuDNN version
Cuda 11.8,cuDNN 8.6.0
### GPU ... | {
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Therefore, this PR changes the code to only compare to zero for non-bool inputs.
`count_nonzeros` is still a very inefficient ... | {
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"Hi @15079044843 ,\r\n\r\nCould you please elaborate your issue along with commands you have used. Unfortunately provided logs not enough to understand the problem.\r\n\r\nThanks!",
"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 yo... | 2023-06-05T13:44:24 | 2023-06-22T02:01:39 | 2023-06-22T02:01:37 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.0
### Custom Code
Yes
### OS Platform and Distribution
windows
### Mobile device
20.04
### Python version
3.8
### Bazel version
n... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60780 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60780/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60780/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60780/events | https://github.com/tensorflow/tensorflow/issues/60780 | 1,741,162,946 | I_kwDOArmXAs5nyAnC | 60,780 | About nn.Linear convert to tflite model | {
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"Hi @puyiwen \r\n\r\nCould you please share a toy tflite model or code to reproduce the issue? \r\n\r\nThanks.\r\n\r\n",
"> Hi @puyiwen\r\n> \r\n> Could you please share a toy tflite model or code to reproduce the issue?\r\n> \r\n> Thanks.\r\n\r\nOK, there is my tflite model.\r\n\r\n[qat_noquant_int8.zip](https:/... | 2023-06-05T07:35:22 | 2023-06-22T02:01:39 | 2023-06-22T02:01:39 | NONE | null | null | null | ### 1. System information
Linux Ubuntu 18.04
Tensorflow 2.8.0
### 2. Code
I have a transformer model with **pytorch**, and I use **onnx_tf** to change` .onnx` to` .pb`, then change` .pb` to` .tflite`. The` .pb ` to` .tflite` code is:
```
converter = tf.lite.TFLiteConverter.from_saved_model(path)
converter.... | {
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"Hi @Bhuvan-1 \r\n\r\nCurrently, there is no straightforward way to extract all header files needed, so you must include all header files in tensorflow/lite/ from the TensorFlow repository. Additionally, you will need header files from FlatBuffers and Abseil.\r\n\r\nThanks",
"@pjpratik , I don't have much idea on... | 2023-06-05T05:29:18 | 2023-06-09T05:19:32 | 2023-06-09T05:19:30 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.12
### Custom Code
No
### OS Platform and Distribution
Linux, Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.10.6... | {
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"Hi @dsbyprateekg \r\n\r\nFrom the error log, it looks like the TF Model has select ops which are not available in TFLite builtins. \r\n\r\nTo be able to convert the model into TFLite, please add the below flags before conversion.\r\n\r\n```\r\nconverter.target_spec.supported_ops = [\r\n tf.lite.OpsSet.TFLITE_BUIL... | 2023-06-05T03:54:16 | 2023-06-21T01:58:34 | 2023-06-21T01:58:34 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Kaggle
- TensorFlow installation (pip package or built from source): pip
- TensorFlow library (version, if pip package or github SHA, if built from source):
### 2. Code
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"@nVietUK,\r\n`nvidia-docker v2` uses --runtime=nvidia instead of --gpus all. nvidia-docker v1 uses the nvidia-docker alias, rather than the **--runtime=nvidia or --gpus** all command line flags.\r\n\r\nDownload and run a GPU-enabled TensorFlow image:\r\n`docker run --gpus all -it --rm tensorflow/tensorflow:latest-... | 2023-06-04T14:07:13 | 2023-06-06T13:27:14 | 2023-06-06T13:27:11 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf v2.13.0-rc0-26-g57633696be6 2.13.0-rc1
### Custom Code
Yes
### OS Platform and Distribution
docker tf 2.13.0rc1-gpu-jupyter
### Mobile device
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"You can always save a model before, during, and after training using the same `model.save()` API. Once loading, you can always continue training if you so desire. There is no need for a separate API (`save_pretrained`).\r\n\r\nRegarding sharding (`max_shard_size`), there is no such parameter, TF does automatic sha... | 2023-06-04T09:13:16 | 2023-06-10T07:20:26 | 2023-06-10T07:20:23 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Feature Request
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.11
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_... | {
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"Can you run post the output of `python -m pip list` and `python -c 'import tensorflow'` run from the same environment?",
"Pip list:\r\n\r\n\r\nimport tensorflow:\r\n![Screenshot fr... | 2023-06-04T08:44:57 | 2023-07-25T03:34:58 | 2023-07-25T03:34:56 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.11 and 2.12
### Custom Code
No
### OS Platform and Distribution
Linux mint 20.1
### Mobile device
-
### Python version
3.9
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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/60774/checks?check_run_... | 2023-06-04T06:35:07 | 2023-06-04T06:37:28 | 2023-06-04T06:37:28 | NONE | null | false | {
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### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.12
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 18.04
### Mobile device
_No response_
### Python version
_No response_
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"Hi @ngc92 ,\r\n\r\nI have replicated the reported behaviour on CPU runtime as per attached [cpu-gist](https://colab.research.google.com/gist/SuryanarayanaY/39d9263b1b84cd59ddad059140e29ae6/60772_cpu.ipynb).\r\n\r\nBut with GPU runtime the case is totally different. With `uint32` as dtype actually it is taking much... | 2023-06-03T18:23:30 | 2023-07-19T21:14:27 | null | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Performance
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.12
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_... | {
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"I am able to compile locally w/ these changes"
] | 2023-06-03T05:05:27 | 2023-06-14T19:47:39 | 2023-06-14T19:47:39 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-06-... | fix #60745.
As described in the #60475, `bazel build //tensorflow/lite/c:tensorflowlite_c` doesn't work as on macOS. This PR implemented what suggested by @pkgoogle in issue #60475 | {
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"Hi @terryheo Can you please review this PR ? Thank you!"
] | 2023-06-03T04:31:04 | 2023-09-01T05:50:55 | 2023-09-01T05:50:54 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-09-... | NNAPI supports fused activation. Enabling it so that there won't be messages like:
```
INFO: NNAPI delegate created.
WARNING: Operator TRANSPOSE_CONV (v4) refused by NNAPI delegate: OP Version higher than 3
WARNING: Operator TRANSPOSE_CONV (v4) refused by NNAPI delegate: OP Version higher than 3
.....
```
Note... | {
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Example:
Previously: (output_shape is wrong)
%2 = "tosa.logical_left_shift"(%1, %0) : (tensor<14x1xi32>, tensor<1x1xi32>) -> tensor<14x19xi32>
Now:
%2 = "tosa.logical_left_shift"(%1, %0) : (tensor<14x1xi32>, tensor<1x1xi32>) -> tensor<14x1xi32> | {
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"It is common for the results of a machine learning model to vary slightly between runs, even when setting random seeds to a constant. While setting random seeds can help control for some sources of randomness and make your results more consistent between runs, it is still possible for the results to vary slightly.... | 2023-06-02T17:45:29 | 2023-07-07T02:08:34 | 2023-07-07T02:08:31 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.12
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Baz... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60766 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60766/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60766/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60766/events | https://github.com/tensorflow/tensorflow/issues/60766 | 1,738,087,469 | I_kwDOArmXAs5nmRwt | 60,766 | Inconsistency-bug in `tf.raw_ops.AdjustContrastv2` between jit mode and normal mode | {
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"https://colab.research.google.com/drive/1hIBJgTy9YCUJFhUFzrRoL1MpsgjnQdgA?usp=sharing\r\nYou can see this notebook in Colab. Hope this will be helpful.",
"Thanks for your reply!\r\nBut I'm thinking that if the results should be equal no matter it is under jit compile or not which means for the same input, it sho... | 2023-06-02T12:09:25 | 2023-06-21T01:58:39 | 2023-06-21T01:58:37 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.14.0
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
Ubuntu 20.04
### Python version
3.8.10
### Bazel ve... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60765 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60765/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60765/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60765/events | https://github.com/tensorflow/tensorflow/issues/60765 | 1,737,972,407 | I_kwDOArmXAs5nl1q3 | 60,765 | Inconsistency-bug in `tf.raw_ops.AddN` between jit mode and normal mode | {
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"Hi @Lyutoon ,\r\n\r\nI have replicated the reported behaviour of `tf.raw_ops.AddN` and attached [gist](https://colab.research.google.com/gist/SuryanarayanaY/0f02aed16b2b7bd6b8255dc12e4cda04/60765_nightly.ipynb) here. Inconsistency observed with dtype=half and when checked with `float32` or `float64` there is no in... | 2023-06-02T10:59:11 | 2023-06-06T06:44:44 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.14.0
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
Ubuntu 20.04
### Python version
3.8.10
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"@Lyutoon,\r\nI tried to execute the mentioned code with the alternative approaches and **tf.raw_ops.Acos** was working as intended. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/1b911ada40ba7e2723712f36b745242c/untitled1188.ipynb).\r\n\r\nAlso the Assertion error would raise *... | 2023-06-02T10:50:29 | 2023-06-26T19:21:17 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.14.0
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
Ubuntu 20.04
### Python version
3.8.10
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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/60763\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-06-02T10:03:03 | 2023-06-02T12:28:41 | 2023-06-02T12:28:39 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Others
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.8
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"if you change `img = tf.keras.layers.Input((40, 320, 1), name='img')` to `img = tf.keras.layers.Input((40, 320, 1), name='img', batch_size=1)`, mostly the issue will be gone. Without fixed batch (`batch_size=1`), there are some other nodes to handle dynamic batch size, some of them may not be delegatable. To see ... | 2023-06-02T07:56:08 | 2023-10-09T10:21:24 | 2023-06-05T14:20:17 | CONTRIBUTOR | null | null | null | ### 1. System information
- OS Platform and Distribution: macOS ventura 13.2.1
In python, I'm using 2.11, for the c++ side, I used the latest main and followed the instructions to [build tensorflow lite with cmake](https://www.tensorflow.org/lite/guide/build_cmake#create_a_cmake_project_which_uses_tensorflow_lite) ... | {
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"Hi,\r\n\r\nThis is working as expected.\r\n\r\n`GpuContext` wraps `CUcontext`, below code explains the logic of it.\r\n\r\nhttps://github.com/tensorflow/tensorflow/blob/cbd36f9e897a5bee6af0301bab644026e95e4b5e/tensorflow/compiler/xla/stream_executor/cuda/cuda_driver.h#L42-L46",
"This issue is stale because it ha... | 2023-06-02T07:55:30 | 2023-06-22T02:01:43 | 2023-06-22T02:01:41 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
mater
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### B... | {
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"Hi @ramizouari ,\r\n\r\nTensorflow preconfigures paths of the CUDA and cuDNN toolkits which are installed as per Official instructions in documentation using Conda.If the script able to detect the path automatically then it won't ask the user to mention the paths.If the path not able to detectable by script then i... | 2023-06-02T04:15:37 | 2023-06-13T04:35:20 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
TF 2.10
### Custom Code
No
### OS Platform and Distribution
Fedora 37
### Mobile device
_No response_
### Python version
3.10
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"Hi @Lyutoon ,\r\n\r\nPlease report check fails and other vulnerabilities [here](https://bughunters.google.com/). For more details, please check https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md and follow the instrcutions.\r\n\r\nI have replicated the reported behaviour with tf-nightly(2.14.0-dev202... | 2023-06-02T03:48:27 | 2023-06-06T07:01:04 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.14.0
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
Ubuntu 20.04
### Python version
3.8.10
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"Hi @Lyutoon ,\r\n\r\nPlease report check fails and other vulnerabilities [here](https://bughunters.google.com/). For more details, please check https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md and follow the instrcutions.\r\n\r\nI have tried to replicate the reported behaviour with tf-nightly(2.14.... | 2023-06-02T03:41:51 | 2023-06-06T07:07:18 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.14.0
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
Ubuntu 20.04
### Python version
3.8.10
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"Hi @Lyutoon ,\r\n\r\nPlease report check fails and other vulnerabilities [here](https://bughunters.google.com/). For more details, please check https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md and follow the instrcutions.\r\n\r\nI have replicated the reported behaviour with tf-nightly(2.14.0-dev202... | 2023-06-02T03:22:05 | 2023-06-06T07:04:47 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.14.0
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
Ubuntu 20.04
### Python version
3.8.10
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"Hi @Lyutoon ,\r\n\r\nPlease report check fails and other vulnerabilities [here](https://bughunters.google.com/). For more details, please check https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md and follow the instrcutions.\r\n\r\nI have replicated the reported behaviour with tf-nightly(2.14.0-dev202... | 2023-06-02T03:14:31 | 2023-07-21T06:12:38 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.14.0
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
Ubuntu 20.04
### Python version
3.8.10
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"Hi @Lyutoon ,\r\n\r\nI have tried to replicate the reported behaviour with tf-nightly(2.14.0-dev20230601) in colab but I have observed that there is no check fail in both cases with or without jit_compile.I executed the code multiple times also and observed no error or check fail.\r\n\r\nPlease refer the attached ... | 2023-06-02T03:03:58 | 2023-06-18T02:09:34 | 2023-06-18T02:09:31 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.14.0
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
Ubuntu 20.04
### Python version
3.8.10
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"Hi @p3achyjr ,\r\n\r\nCould you please confirm the build command you have used along with the options selected during the `./configure` step.\r\n\r\nAlso please check the tested configurations for build from source.\r\n\r\n\r\n\r\n\r\nVersion | Python version | Compiler | Build tools | cuDNN | CUDA\r\n-- | -- | --... | 2023-06-01T23:39:16 | 2023-06-21T01:58:42 | 2023-06-21T01:58:40 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.11
### Custom Code
Yes
### OS Platform and Distribution
Debian GNU/Linux 10
### Mobile device
_No response_
### Python version
3.7
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"resolved merged conflict and rebased",
"> Quick scan only, was the equalize rank function in previous PR?\r\n\r\nyes it has been merged into llvm: in mlir/include/mlir/Dialect/Tosa/Utils/ConversionUtils.h",
"@jpienaar please review this when you get a chance?",
"resolved merge conflicts",
"resolved merge c... | 2023-06-01T22:50:48 | 2024-06-06T03:49:17 | null | CONTRIBUTOR | null | false | {
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} | This patch modifies tosa legalization to construct matching ranks
upfront for TOSA operators with ResultsBroadcastableShape trait.
Two major changes:
1. Add parameter "rank" to:
- getTosaConstTensorSingleF32,
- getTosaConstTensorSingleI32,
- getTosaConstTensorScalarInt,
functions and ... | {
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"Hi @terryheo Can you please review this PR ? Thank you!",
"Hi @terryheo Can you please review this PR ? Thank you!",
"This PR is stale because it has been open for 14 days with no activity. It will be closed if no further activity occurs. Thank you.",
"> I think this is just an issue with the build, it build... | 2023-06-01T22:31:13 | 2023-09-09T10:32:59 | 2023-07-18T16:42:51 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-07-... | Added directory details for the shared library file.
Fixes: https://github.com/tensorflow/tensorflow/issues/55970 | {
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"@elfringham ",
"Hi @celeste-zeng ,\r\n\r\nThe package `tensorflow-cpu-aws` is meant for `Arm/AArch64` processors and it can't be downloadable into `X86_64` architectures through pip. Pip will try to resolve the wheels suitable for that particular host platform and if it is not found then it raises the error like... | 2023-06-01T17:38:42 | 2023-06-26T23:25:50 | 2023-06-26T23:25:47 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.12
### Custom Code
Yes
### OS Platform and Distribution
Linux Debian 6.1.20-2rodete1
### Mobile device
_No response_
### Python version
Python... | {
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"Can you send a PR, please?",
"@jackyko1991,\r\nThe related PR #https://github.com/tensorflow/docs/pull/2230 has been closed and also the issue happened on 2.12 which is pretty old. Could you please try with the latest stable version 2.12 where most of the bugs were resolved in the latest version.\r\nhttps://www.... | 2023-06-01T15:11:58 | 2024-02-10T01:46:02 | 2024-02-10T01:46:00 | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Documentation Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
tf 2.12
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No ... | {
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"merged_at": "2023-09-... | Resolving errors which occur during `bazel test //tensorflow/lite/delegates/gpu/common/...`
This fixes the errors in unit_tests in:
fully_connected.
lstm.
mean_stddev_normalization.
interpreter_utils. | {
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} | Resolving errors which occur during `bazel test //tensorflow/lite/delegates/gpu/common/...`
This fixes the errors in unit_tests in:
1. fully_connected.
2. lstm.
3. mean_stddev_normalization.
4. interpreter_utils. | {
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"Verify that Docker is properly configured, including memory and resource allocation settings, to ensure optimal performance.Also you can try updating the python version and dataset_train = tf.data.Dataset.from_tensor_slices((filenames)) line has double round bracket instead of single.Hope this helps",
"@GrannyTi... | 2023-06-01T08:35:08 | 2023-06-13T07:20:41 | 2023-06-13T07:20:39 | NONE | null | null | null | ### System information
- **Have I written custom code (as opposed to using a stock example script
provided in TensorFlow)**: yes
- **OS Platform and Distribution (e.g., Linux Ubuntu 16.04)**: wsl2 on windows
- **TensorFlow installed from (source or binary)**: binary
- **TensorFlow version (use comman... | {
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"Hi @franknganmo ,\r\n\r\nCould you please confirm the code snippet you are using ?\r\n\r\nPlease note that if you are using [tf.keras.preprocessing.image.load_img](https://www.tensorflow.org/api_docs/python/tf/keras/utils/load_img) API then it is deprecated and may not work.\r\n\r\nPlease use [tf.keras.utils.load_... | 2023-06-01T07:31:10 | 2023-06-07T03:42:06 | 2023-06-07T03:42:04 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
Windows
### Mobile device
_No response_
### Python version
3.10.11
### B... | {
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"Hi @Yongle-Fu Thanks for reporting this issue.\r\n\r\nI was able to reproduce this issue. Please find the screenshot below.\r\n\r\n<img width=\"567\" alt=\"image\" src=\"https://github.com/tensorflow/tensorflow/assets/118897289/0348572b-e363-4303-ac37-d01ea8e9fa3f\">\r\n\r\n@pkgoogle Can you please look into this?... | 2023-06-01T05:41:02 | 2023-06-14T19:47:43 | 2023-06-14T19:47:40 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.12
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.11.3
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"merged_at": "2023-06-... | Looks like we have 2 minor issues with how tf_xla_cluster_exclude_ops is processed in mark_for_compilation_pass:
1. cluster_exclude_op_list is repeatedly created and validated within a loop, which is inefficient;
2. GetOrCreateClusterExcludeList can be renamed to CreateClusterExcludeList, since there is no caching ... | {
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"Hi @carl-krikorian,\r\n\r\nThanks for reporting this issue. Can you please follow the instructions to fill out the issue template: https://github.com/tensorflow/tensorflow/blob/master/ISSUE_TEMPLATE.md, this will help us identify what is different about your environment which may be causing the issue. Also can you... | 2023-05-31T19:59:56 | 2023-06-23T00:48:14 | 2023-06-23T00:48:12 | NONE | null | null | null | Hello, I hope all is well.
I have recently created a MobileBERT model using the Python API of the tflite_model_maker library following the steps described in this [page](https://www.tensorflow.org/lite/models/modify/model_maker/text_classification). You may find it attached in the following [link](https://drive.google... | {
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"Hi @RainierBarrett ,\r\n\r\nCould you please confirm how you are installing the TF package ? Are you building from source ?\r\n\r\nI have replicated the behaviour with pip wheel and the output is same as reported by you and attached snapshot below.\r\n\r\n<img width=\"1512\" alt=\"Screenshot 2023-06-01 at 2 49 21 ... | 2023-05-31T18:07:54 | 2023-06-06T18:27:12 | 2023-06-06T18:27:09 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.14.0-dev20230531
### Custom Code
No
### OS Platform and Distribution
Linux 3.10.0-1127.el7.x86_64
### Mobile device
_No response_
### Python v... | {
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"@cevheck,\r\nI tried to execute the mentioned code on tensorflow v2.12 and it was executed without any issue/error and the output also was expected. Kindly find the gist of it [here](https://colab.sandbox.google.com/gist/tilakrayal/24de734f496450ad1cf18bde991a899e/untitled1186.ipynb). Thank you!",
"@tilakrayal... | 2023-05-31T17:20:38 | 2023-07-06T02:10:05 | 2023-07-06T02:10:02 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
v2.11.0-rc2-17-gd5b57ca93e5 2.11.0
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
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"Seconding this request. We have compute 8.9 GPUs now (L40) and it would be nice to get cuda12 support in tensorflow from pypi rather than having to build from source.",
"So I get that Tensorflow native installation does not work with H100 which I can also reproduce on our HPC, but is there a workaround for that... | 2023-05-31T14:52:24 | 2024-03-29T20:49:42 | 2024-03-08T19:42:43 | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Feature Request
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
v1.12.1-94762-gf8066222ad6 2.14.0-dev20230531
### Custom Code
Yes
### OS Platform and Distribution
_No response... | {
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"Hi @mshawcroft ,\r\n\r\nThere is problem with many_linux wheels because of capping of `glib` at 2.17 version.\r\n\r\nThe similar issue being discussed at #60608 . Please refer to the attached issue and users has to built their own wheels for this downgrading to glib 2.17 and referring to the comments/workarounds m... | 2023-05-31T14:20:37 | 2023-12-06T18:43:09 | 2023-11-29T16:56:21 | NONE | null | null | null | ### Describe the problem
The manylinux2014 AArch64 tflite_runtime wheels distributed on PYPI are not manylinux2014 compliant.
manylinux2014 is specified by https://peps.python.org/pep-0599/ which is superseded by https://peps.python.org/pep-0600/
pep599 States that:
```
3 If the wheel contains binary execu... | {
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"Hi @goncinious ,\r\n\r\nCould you please try installing cuda-nvcc package using `conda install -c \"nvidia/label/cuda-11.8.0\" cuda-nvcc` and let us know if it helps.\r\n\r\nThanks!\r\n",
"Thanks @SuryanarayanaY! I'm already using [Poetry](https://python-poetry.org/) for managing dependencies in my use case, so ... | 2023-05-31T11:29:44 | 2023-07-17T04:22:00 | 2023-07-14T02:09:56 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.14.0-dev20230531
### Custom Code
Yes
### OS Platform and Distribution
20.04
### Mobile device
_No response_
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"@drewshark,\r\nCould you please refer to the documentation of `tf.autodiff.ForwardAccumulator` where it was stated that **Forward mode** works best on functions with many outputs and few inputs. Since it does not hold on to intermediate activations, it is much more memory efficient than backprop where it is applic... | 2023-05-31T09:46:44 | 2023-06-17T01:58:05 | 2023-06-17T01:58:03 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
tf-nightly
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
_No response_
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"Hi @milpuz01 @nSircombe @cfRod Any update on this PR? Please. Thank you!",
"> Hi @milpuz01 @nSircombe @cfRod Any update on this PR? Please. Thank you!\r\n\r\nHi @penpornk I have tested with this patch and there's no performance impact on our end. Thanks!"
] | 2023-05-31T01:51:20 | 2023-07-20T16:27:31 | 2023-07-20T16:27:31 | CONTRIBUTOR | null | false | {
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"Hi @Lixiaoyun1993 \r\n\r\nCould you please provide the tflite model to reproduce the issue? \r\n\r\nAlso, can you please test in latest 2.12 version and let us know if the issue still persists?\r\n\r\nThanks.",
"This issue is stale because it has been open for 7 days with no activity. It will be closed if no fur... | 2023-05-31T00:39:47 | 2023-06-16T02:00:52 | 2023-06-16T02:00:52 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Jupyter notebook on a server, CPU run
- TensorFlow installation (pip package or built from source):
- TensorFlow library (version, if pip package or github SHA, if built from source): 2.4.0
### 2. Code
```
converter = tf.... | {
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"@cantonios I have updated the function now. Tested it both in graph mode and eager mode. Let me know if there's anything else I should update! \r\n\r\n",
"Hi @cantonios Can you please review this PR ? Thank you!",
"Hi @madt2709 Any update on this PR? Please. Thank you!",
"Hey, sorry I haven't had time to wor... | 2023-05-30T23:21:14 | 2023-09-30T01:47:06 | 2023-09-30T01:47:00 | NONE | null | false | {
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"@MeghnaNatraj,\r\nCould you please provide the simple standalone code to reproduce the issue and help us to analyse the issue in an effective way. Thank you!",
"This issue is stale because it has been open for 7 days with no activity. It will be closed if no further activity occurs. Thank you."
] | 2023-05-30T22:11:27 | 2023-07-10T18:42:21 | null | MEMBER | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.14
### Custom Code
Yes
### OS Platform and Distribution
Linux
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No ... | {
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"Hi @jpienaar Can you please review this PR ? Thank you!",
"Hi @jpienaar / @rdzhabarov Can you please review this PR ? Thank you!",
"Hi @jpienaar / @rdzhabarov Can you please review this PR ? Thank you!",
"Hi @jpienaar / @rdzhabarov Can you please review this PR ? Thank you!",
"Hi @jpienaar / @rdzhabarov Ca... | 2023-05-30T18:05:54 | 2024-06-07T08:41:45 | null | CONTRIBUTOR | null | false | {
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} | Update batch_dims argument for raw_ops.GatherV2 inline with the tf.gather.
Fixes: https://github.com/tensorflow/tensorflow/issues/60419 | {
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"The CI build failed with \r\n```\r\nERROR: The project you're trying to build requires Bazel 6.1.0 (specified in /workspace/.bazelversion), but it wasn't found in /usr/local/lib/bazel/bin.\r\n```\r\n\r\nwhich doesn't seem related to my change?",
"@gbaned what are the next steps here?",
"> @gbaned what are the ... | 2023-05-30T17:53:45 | 2023-06-05T08:48:44 | 2023-06-05T08:34:04 | NONE | null | true | {
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} | Currently, it's easy enough to forget that `from_logits` is false by default and it's easy to pass in logits when cross-entropy is expecting probabilities. This won't raise an error, because the values are scaled by [this line](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/python/keras/backend.py#L489... | {
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"@AisingioroHao0,\r\nI tried to execute the mentioned above tutorial on tensorflow v2.12 and it was executed without any issue/error. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/3e3b1e80cb2b384b43fe30db59ec8e4b/classification.ipynb). I request you to restart the virtual envi... | 2023-05-30T17:30:52 | 2023-08-26T01:46:02 | 2023-08-26T01:46:00 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
wsl2 ubuntu 22
### Mobile device
_No response_
### Python version
3.9
### Bazel ver... | {
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"merged_at": "2023-06-... | The link to `SetNumThreads()` points to the outdated file. Updated the link to use the latest version which is in `interpreter_builder.h`.
Thanks. | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60727 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60727/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60727/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60727/events | https://github.com/tensorflow/tensorflow/pull/60727 | 1,732,226,353 | PR_kwDOArmXAs5Rrx5W | 60,727 | validate argument axis of tf.experimental.numpy.stack | {
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"It _is_ raising an error. Even in your gist you provide in this description. So what's the issue?",
"> It _is_ raising an error. Even in your gist you provide in this description. So what's the issue?\r\n\r\nSorry you might have gone through the `tf.stack`. I have deleted that part in gist and updated it.\r\n\... | 2023-05-30T13:02:56 | 2024-06-06T07:56:15 | null | COLLABORATOR | null | false | {
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} | AT present `tf.experimental.numpy.stack` not validating the values for `axis` argument. If we pass out of bound values to the `axis` still it is not rising the Error. Hence I am proposing amendments to validate the `axis` argument and raise the Error in case of out of bound axis.
Please find the attached [gist](http... | {
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