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"Hi @rahul-exp \r\n\r\nCan you please provide the steps you have followed. Did you setup `./configure` for android?\r\n\r\nThanks.",
"@pjpratik Please find the ./configure options I selected for android:\r\nPlease specify the location of python: Correct path location provided(Python version 3.9)\r\nPlease input t... | 2023-03-16T16:01:47 | 2024-02-02T21:48:57 | 2023-04-09T01:54:04 | NONE | null | null | null | - **OS Platform and Distribution (e.g., Linux Ubuntu 16.04)**: macOS Monterey(12.6)
- **TensorFlow installed from (source or binary)**: Source
- **Python version**: 3.9.13
- **Bazel version (if compiling from source)**: 5.3.0
- **GCC/Compiler version (if compiling from source)**: Apple clang version 14.0.... | {
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"Hi @JuanuMusic,\r\nAs mentioned in the error, as a workaround you can create your own custom implementation of an unsupported TensorFlow operator in TensorFlow Lite, known as a custom operator by following the instructions mentioned [here](https://www.tensorflow.org/lite/guide/ops_custom). Thank you!",
"Hi! Yes,... | 2023-03-16T16:00:05 | 2023-07-27T20:46:47 | null | NONE | null | null | null | **System information**
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Linux
- TensorFlow installed from (source or binary): binary
- TensorFlow version (or github SHA if from source): 2.11
**Provide the text output from tflite_convert**
```
<unknown>:0: error: failed while converting: 'main':
... | {
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"Hi @sirakiin Can you please review this PR ? Thank you!"
] | 2023-03-16T15:56:54 | 2023-06-15T15:44:18 | 2023-06-15T15:44:15 | CONTRIBUTOR | null | false | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60009 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60009/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60009/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60009/events | https://github.com/tensorflow/tensorflow/issues/60009 | 1,627,386,214 | I_kwDOArmXAs5g__Fm | 60,009 | can substitute boringssl with openssl? | {
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"In general, it's not advised to do so. `boringssl` is a safer version of `openssl`, with none of the design choices that resulted in the `openssl` vulnerabilities that are famous (Hearthbleed) or not",
"I know boringssl may have better security and performance, but our service not for public, so security may not... | 2023-03-16T12:33:19 | 2023-12-14T05:50:18 | 2023-03-17T11:25:19 | 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
tf 2.8.4
### Custom Code
No
### OS Platform and Distribution
ubuntu22.04
### Mobile device
_No response_
### Python version
_No respo... | {
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] | 2023-03-16T12:10:45 | 2023-03-16T16:43:42 | 2023-03-16T16:43:24 | NONE | spam | null | null | **System information**
- Android Device information (use `adb shell getprop ro.build.fingerprint`
if possible):
- TensorFlow Lite in Play Services SDK version (found in `build.gradle`):
- Google Play Services version
(`Settings` > `Apps` > `Google Play Services` > `App details`):
**Standalone code to reprod... | {
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"@wangdadaba \r\nI was able to execute a given code without error on colab using TF v2.11 & TF v2.8. `model(x, training = fasle)` and `model.predict()` getting the same results. Could you please confirm the same and find the gist of [2.11](https://colab.research.google.com/gist/tiruk007/fa278bcb3c0c182fea74d9c0c983... | 2023-03-16T07:52:30 | 2023-04-03T01:51:57 | 2023-04-03T01:51:55 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf2.8
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### ... | {
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"Have you tested this? It looks like it relies on some data files that don't exist:\r\n\r\ntensorflow/examples/label_image/data/inception_v3_2016_08_28_frozen.pb",
"Hi @MarkDaoust \r\n\r\nI have tested the changes by following the [instructions](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/exam... | 2023-03-16T06:29:09 | 2023-05-01T16:26:10 | 2023-03-21T11:27:38 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-03-... | The label_image.py is outdated. Added necessary changes to be able to run in TF 2.x version. Please do the needful.
Fixes #59900
Thanks. | {
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"@jpienaar gently remind of this patch for review : )"
] | 2023-03-16T00:35:52 | 2023-03-27T17:41:21 | 2023-03-27T17:41:21 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-03-... | - [Simply as what the title is saying]
- QI16 version seems is pending here: https://github.com/tensorflow/tensorflow/pull/58406
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"Hi @samdabadei,\r\n \r\nThe error occurs because you are trying to set the trainable attribute of a non-trainable variable `self.a`.\r\n\r\nIn the __init__ method of your model class, you set `self.a` to a non-trainable variable with the statement `self.a = tf.Variable([1.0], trainable=False)`. Therefore, when you... | 2023-03-15T23:31:06 | 2023-05-17T01:56:41 | 2023-05-17T01:56:39 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf.2.10
### Custom Code
Yes
### OS Platform and Distribution
Windows 10
### Mobile device
_No response_
### Python version
3.9
### Bazel versi... | {
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"@sdasgup3 is oncall for MHLO this week",
"Hi @sdasgup3 Can you please review this PR ? Thank you!",
"Closing because commit 11b7c33 addresses the problem."
] | 2023-03-15T21:41:39 | 2023-03-27T14:23:49 | 2023-03-27T14:23:22 | MEMBER | null | false | {
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} | Without this patch, in-tree builds of LLVM+MHLO fail with the following
message:
```
MhloRngUtils specifies LINK_LIBS LLVMSupport, but LINK_LIBS cannot be used
for LLVM libraries. Please use LINK_COMPONENTS instead.
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"@cheshire There were some issues rebasing this branch. So I created a new PR with the same changes https://github.com/tensorflow/tensorflow/pull/60047. I am closing this one. Please approve the other PR. Sorry about the c... | 2023-03-15T21:11:16 | 2023-03-20T20:54:38 | 2023-03-20T20:54:35 | CONTRIBUTOR | null | false | {
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} | cuDNN currently supports the following patterns for Multi-headed attention:
BMM1 - BMM2
BMM1 - Scale - Bias - Mask - Softmax - BMM2
BMM1 - Scale - Bias - Mask - Softmax - Dropout - BMM2
BMM1 - Scale - Mask - Softmax - BMM2
BMM1 - Scale - Mask - Softmax - Dropout - BMM2
BMM1 - Softmax - Dropout - BMM2
This PR... | {
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"@mikel-brostrom Thanks for reporting the issue.\r\n\r\nThe benchmarking tool can be used with any tflite model. The example of Performance benchmark numbers for [starter model](https://tfhub.dev/tensorflow/lite-model/ssd_mobilenet_v1/1/metadata/1?lite-format=tflite) with SSD Mobilenet are generated with the tool [... | 2023-03-15T14:14:05 | 2023-03-21T10:32:26 | 2023-03-21T10:32:23 | NONE | null | null | null | It seems that only classification models can be benchmarked. There is no explanation for how to run benchmarking on `TFLite` object detection models under https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/tools/benchmark. Could anybody point me into the right direction to get the modifications needed... | {
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"@pokecheater,\r\nIn order to expedite the trouble-shooting process, could you please provide a complete code and the TensorFlow version you are using. 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.",
"Dear @til... | 2023-03-15T13:17:16 | 2023-06-07T08:50:30 | 2023-06-07T08:50:30 | NONE | null | null | null | Hey TF-Team/Community,
I faced a strange error. First of all we whereable to workaround it by adapting the tensorflow.python.autograph.impl.api code.
Background:
Packaging our application with pyinstaller, using efficient detection. In development everything works as fine, after packaging wiht pyinstaller so... | {
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"Note on testing: I've run ./tensorflow/tools/ci_build/ci_build.sh CPU.ARM64 bazel test on AArch64 on //tensorflow/core/... //tensorflow/tsl/... and //tensorflow/compiler/... and there was no regression.",
"This looks good to me, but I'm not sure I'm the right person to review. I'll add @MichaelHudgins and @akueg... | 2023-03-15T11:38:55 | 2023-06-07T13:34:49 | 2023-03-29T09:14:41 | CONTRIBUTOR | null | false | {
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"Hi @Madhu5391111 Thanks for reporting this issue.\r\n\r\nThere might be different reasons for tensor allocation to be failed like incorrect tensor sizes.\r\n\r\nCan you provide the steps you have followed and the model settings provided inorder to further investigate the issue.\r\n\r\nThanks.",
"This issue was c... | 2023-03-15T08:00:35 | 2023-04-01T01:54:03 | 2023-04-01T01:54:03 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution : Windows 11 + Arduino 1.8.19
- TensorFlow installation (pip package or built from source): 2.11.0
- TensorFlow library : version 2.0
### 2. Code
static tflite::MicroErrorReporter micro_error_reporter;
error_reporter = µ_error_reporter;
m... | {
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"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @sirakiin I saw that the windows bazel build succeeded but showing failure here. could you please give me any hint?",
"Hi @gbaned , could you help retriger the check? Thanks!",
"Windows passed internally, and AMD ROCm test result:\r\n\r\n```\r\nTa... | 2023-03-15T05:11:41 | 2023-05-05T18:10:29 | 2023-05-05T18:10:23 | MEMBER | null | false | {
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} | Locally tested with:
```
bazelisk test -c opt --cxxopt=--std=c++17 \
--test_tag_filters=-no_oss,-oss_serial,-gpu,-tpu,-benchmark-test,-v1only \
--build_tag_filters=-no_oss,-oss_serial,-gpu,-tpu,-benchmark-test,-v1only \
--test_lang_filters=cc,py --config=android_arm64 --flaky_test_attempts=3 \
-- //tensorfl... | {
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"@soosung80\r\n@joefernandez\r\n\r\nWhy can't I add you two as reviewers?",
"Hi @soosung80 / @joefernandez Can you please review this PR ? Thank you!",
"So, Copybara doesn't want to merge the PR after it created the commit (87197a464c7cb21135ce66bcf861a92d465f20fc) for it. This is because you have synced it to ... | 2023-03-14T20:05:06 | 2023-06-13T13:21:45 | 2023-06-13T13:21:41 | CONTRIBUTOR | null | false | {
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"Hi @edi-bice, \r\n\r\nSetting `os.environ['S3_USE_HTTPS'] = '0'` in TensorFlow can cause an error because TensorFlow by default uses HTTPS to communicate with S3. If you set S3_USE_HTTPS to '0', you are telling TensorFlow to use plain HTTP to communicate with S3, which can cause a security issue because the traffi... | 2023-03-14T18:56:03 | 2023-03-15T16:01:24 | 2023-03-15T16:01:21 | 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
2.11.0
### Custom Code
No
### OS Platform and Distribution
cos_containerd
### Mobile device
_No response_
### Python version
3.9.2
### Bazel ve... | {
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Fixes: https://github.com/tensorflow/tensorflow/issues/59935 | {
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```
Major: 2 -> 2
Minor: 12 -> 12
Patch: 0 -> 0
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I am trying to use a model I have trained from the teachable machine, but the model is not in a format that can be used in Python. From what I have seen Python requir... | {
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" @p3achyjr Thanks for reporting this issue.\r\n\r\nLooks like inputs are not being provided to the model's session. Also, the minimal reproducible code for the issue is incomplete. \r\n\r\nCan you please provide the steps you have followed and also did you try setting up the [dtype policy](https://www.tensorflow... | 2023-03-14T05:41:15 | 2023-03-28T20:38:54 | 2023-03-28T20:38:50 | 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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"@devharsh,\r\nI tried to execute the mentioned code and it was failing with the different error. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/da1944b0f1762f8e8b36ea97a76aebcb/untitled1035.ipynb) and provide the complete code which helps us to debug the issue in an effective w... | 2023-03-14T03:41:01 | 2023-03-24T01:07:09 | 2023-03-24T01:07:06 | 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
v2.12.0-rc0-46-g0d8efc960d2 2.12.0-rc1
### Custom Code
No
### OS Platform and Distribution
Windows 10
### Mobile device
_No response_
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"@megleo \r\nAre you trying to reproduce the [example](https://github.com/tensorflow/examples/tree/master/lite/examples/image_classification/android) locally for custom data and hitting problems?\r\n\r\nIf so, can you please mention what steps have you changed?\r\n\r\nThank you !",
"@tiruk007 \r\nThanks for your ... | 2023-03-14T03:10:18 | 2023-03-29T09:42:32 | 2023-03-29T09:42:30 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf.2.8
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
... | {
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"The issue with **tf.image.extract_patches** failing to compute gradients is that the function is not differentiable with respect to the input. The **extract_patches** operation is not implemented in a way that allows for gradients to be propagated through it.\r\n\r\nOne workaround for this issue is to implement th... | 2023-03-14T00:44:19 | 2023-04-13T09:47:04 | 2023-04-11T01:53:14 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.11
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### B... | {
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```
Major: 2 -> 2
Minor: 11 -> 11
Patch: 0 -> 1
WARNING: Below are potentially instances of lingering old version str... | {
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"Hi @sirakiin Can you please review this PR ? Thank you!",
"Please don't use \"update <file>\" commit messages. These make it harder to understand at a glance at commit history what the changes are.\r\n\r\nhttps://cbea.ms/git-commit/",
"Hi @sirakiin Can you please review this PR ? Thank you!",
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"Hi @tiruk007 Can you please resolve conflicts? Thank you!",
"Hi @gbaned \r\nResolved the conflicts. Can you please check ?\r\nThanks !\r\n\r\n",
"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @sirakiin Can you please review this PR ... | 2023-03-13T23:18:46 | 2023-12-27T23:00:53 | 2023-08-30T17:54:11 | CONTRIBUTOR | null | false | {
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} | Fixed the broken links for TensorFlow Lite Task Library in line 55 , TensorFlow Lite Interpreter Java API in line 58 and TensorFlow Lite Interpreter Swift API in line 72 and
Fixing typo error `arugment` to `argument` in calibrator.py. Fixes #58383 | {
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"Hi @ewenw , thanks for reporting this issue.\r\n\r\nSorry for the delayed response.\r\n\r\nCan you please provide the steps you have followed and also a toy model to reproduce the issue. That will help us to investigate the issue further.\r\n\r\nThanks.",
"This issue is stale because it has been open for 7 days ... | 2023-03-13T22:48:55 | 2023-04-05T01:47:55 | 2023-04-05T01:47:52 | 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
2.11
### Custom Code
Yes
### OS Platform and Distribution
Build for Android Arm
### Mobile device
_No respo... | {
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"cc @reedwm ",
"CC @cantonios "
] | 2023-03-13T20:51:17 | 2023-03-15T02:14:01 | 2023-03-15T02:14:01 | CONTRIBUTOR | null | false | {
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Previously, we added support for most BF16 ops in TF except for the cwise ops which were not used by various initializers or created by grappler. This PR enables the remaining cwise ops which have CPU bf16 implementations already.
Tested `tensorflow/python/ker... | {
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"CC @reedwm.",
"Can you resolve conflicts? a695fffc660994e892583391d69e4c1b9ce89320 has some minor conflicts."
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dot(unary_a1(…unary_aM(dequantize(A))…), unary_b1(…unary_bN(dequantize(B))…))
with A and B FP8 and unary_xi from a set of supported instructions into Custom Calls.
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"Hi,\r\n\r\nIs there any way to track `stat:awaiting tensorflower` ?\r\n\r\nThanks",
"Hi, Any update or information will be posted in this issue thread.",
"Hi @RobertFlatt \r\n\r\nI have tried to build for `armeabi-v7a` using the android cross compilation build [instructions](https://www.tensorflow.org/lite/gu... | 2023-03-13T18:42:44 | 2024-06-11T01:15:55 | 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
v2.12.0-rc1
### Custom Code
No
### OS Platform and Distribution
Ubuntu 22.04
### Mobile device
N/A
### Python versi... | {
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"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @pjpratik Can you please resolve conflicts? Thank you!",
"Hi @gbaned \r\n\r\nI have updated the conflicts.\r\n\r\nThanks.",
"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @pjpratik Can you please resolve conflicts? Thank you!",
... | 2023-03-13T17:13:51 | 2023-10-27T05:10:59 | 2023-10-27T05:10:56 | CONTRIBUTOR | null | false | {
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} | This commit updates the "Hello World" example documentation in the TensorFlow Lite for Microcontrollers repository to use the latest version of the `evaluate_test.cc`.
Additionally, the broken links in the example documentation have been fixed to ensure that users can access all the necessary resources.
These c... | {
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"@Cranky-cat,\r\nCould you please provide the complete code and the dependencies to reproduce the issue in the effective way and helps us to debug the issue and also provide the tensorflow version you are using. Thank you!",
"[train_mobilenet.zip](https://github.com/tensorflow/tensorflow/files/10966111/train_mobi... | 2023-03-13T08:21:06 | 2023-03-31T01:56:23 | 2023-03-31T01:56:20 | NONE | null | null | null | D:\Anaconda\lib\site-packages\tensorflow_lite_support\metadata\python\metadata.py:395: UserWarning: File, 'label.txt', does not exist in the metadata. But packing it to tflite model is still allowed.
warnings.warn(
from tflite_support.metadata_writers import object_detector
from tflite_support.metadata_writers... | {
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"@PhilippWillms we have uploaded the Python 3.9 wheel for TF 2.10.1\r\n https://pypi.org/project/tensorflow-intel/2.10.1/#files\r\n",
"Thank you very much. As of now it is working fine!",
"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZj... | 2023-03-12T19:22:00 | 2023-03-14T23:34:38 | 2023-03-14T19:57:52 | 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
2.10.1
### Custom Code
No
### OS Platform and Distribution
Windows
### Mobile device
_No response_
### Python version
3.9
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"@tsender Could you please have a look at [this](https://www.tensorflow.org/install/source#gpu) tested build configuration for different compatible versions and let us know if it helps?\r\nThank you!",
"Thank you for pointing me to that table. I am currently using cuDNN 8.1 and CUDA 11.2 without any issues. In t... | 2023-03-12T18:49:15 | 2023-04-05T05:14:06 | 2023-04-05T05:13:34 | 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 2.8
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.8
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"Hi @chauxb Thanks for reporting this issue.\r\n\r\nCan you please mention the steps you have followed for using the hub model and tflite conversion.\r\n\r\nI have tried converting the https://tfhub.dev/google/openimages_v4/ssd/mobilenet_v2/1 model and was able to successfully convert into tflite model.\r\n\r\nPlea... | 2023-03-12T18:27:47 | 2023-03-30T01:57:41 | 2023-03-30T01:57:38 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Arch Linux
- TensorFlow installation (pip package or built from source): pip package
- TensorFlow library (version, if pip package or github SHA, if built from source): 2.11.0
### 2. Code
Provide code to help us reproduce y... | {
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"Hi @trixirt Can you please check @sirakiin's [comments](https://github.com/tensorflow/tensorflow/pull/59964#discussion_r1139400198) and keep us posted ? Thank you!",
"This PR is stale because it has been open for 14 days with no activity. It will be closed if no further activity occurs. Thank you.",
"This PR w... | 2023-03-12T16:55:53 | 2023-04-21T01:53:51 | 2023-04-21T01:53:46 | NONE | null | false | {
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} | Building with gcc 13, there is this error
tensorflow/tensorflow/lite/kernels/internal/spectrogram.cc:46:22: error: ‘uint32_t’ was not declared in this scope
46 | inline int Log2Floor(uint32_t n) {
| ^~~~~~~~
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"@RinnetenseiQ,\r\nMay i know how many CPU cores you have? The following are the reasons why the CPU performance is higher than the GPU in some of the model training cases.\r\n- For small models there will be no performance improvements when using GPU and you are going to benefit from GPU only when you have `large... | 2023-03-12T11:49:54 | 2023-03-28T01:57:17 | 2023-03-28T01:57:14 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Performance
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.10
### Custom Code
No
### OS Platform and Distribution
Windows 10
### Mobile device
_No response_
### Pyt... | {
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"close this, since it's fixed int de91449fde1f5c4694780a72b4637a821cec3ab4"
] | 2023-03-12T10:54:43 | 2023-03-14T07:59:51 | 2023-03-14T07:59:47 | CONTRIBUTOR | null | false | {
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} | in addition to x86_64 fixes, we need arm64 ones | {
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"@anshkumar \r\nThis issue seems to be a keras related issue. Please post this issue on [keras-team/keras repo.](https://github.com/keras-team/keras/issues)\r\nTo know more see;\r\nhttps://discuss.tensorflow.org/t/keras-project-moved-to-new-repository-in-https-github-com-keras-team-keras/1999.\r\n\r\nThank you!",
... | 2023-03-12T05:18:17 | 2023-09-22T18:11:07 | 2023-03-15T03:19:47 | 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
2.13
### Custom Code
No
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.10
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"assign this to me\r\ni have a working solution in mind",
"Based on the error message, it appears that the issue is with the _QuantizeAndDequantizeV4GradGrad() function in TensorFlow's backend. One possible workaround is to use a custom gradient for the quantize_and_dequantize_v2 function. \r\n\r\nbelow is code w... | 2023-03-12T01:12:14 | 2023-03-30T07:59:24 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.11
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### B... | {
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"@acridland Thanks for reporting this.\r\n\r\nPR #59969 has been created. Issue will be closed once PR is merged.\r\n\r\nThanks.",
"Hi @acridland \r\n\r\nThe Hello World example has been refactored with the commit https://github.com/tensorflow/tensorflow/commit/f263e19e227da0d325f15477f57a359291fc387c and broken ... | 2023-03-11T19:32:10 | 2023-11-11T01:48:04 | 2023-11-11T01:48:02 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Documentation Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.11
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No resp... | {
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"CC @fcoUnda @mihaimaruseac @learning-to-play ",
"This issue might be related: https://github.com/google/benchmark/issues/1543"
] | 2023-03-11T11:52:01 | 2023-03-14T20:30:01 | null | CONTRIBUTOR | 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
Head
### Custom Code
No
### OS Platform and Distribution
Linux, Ubuntu 20.04
### Mobile device
_No response_... | {
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"Please don't spam"
] | 2023-03-10T22:44:34 | 2023-03-13T01:05:57 | 2023-03-13T01:05:42 | NONE | spam | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
dewxc
### Custom Code
Yes
### OS Platform and Distribution
sdac
### Mobile device
sx
### Python version
c
### Bazel version
xsxd
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"To call a specific signature, you need to use the **GetSignatures()** method to get a map of all available signatures and their corresponding input and output tensors. You can then use this map to create input and output tensor maps that you can pass to **Session::Run()**.\r\n```\r\nauto signatures = model_bundle_... | 2023-03-10T21:52:50 | 2023-03-29T18:17:54 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.11
### Custom Code
Yes
### OS Platform and Distribution
Debian GNU/Linux 10
### Mobile device
n/a
### Python version
3.9
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"If you are not yet on Bazel 6.0 you can close this and I won't migrate you, but do note the the delta between Bazel 5 and the next release is growing.",
"Also, the internal LSC may also send CLs that you'll need to tell me to revert.",
"Thanks! What needs to be done to merge this?",
"It will be imported by c... | 2023-03-10T19:31:50 | 2023-03-15T12:29:45 | 2023-03-14T21:46:20 | CONTRIBUTOR | null | false | {
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"Hi @Mastiff37 Thanks for reporting this issue.\r\n\r\nI was able to reproduce this issue on TF Nightly 2.13.0-dev20230313 as well. Please find the gist [here](https://colab.research.google.com/gist/pjpratik/ae1b620bd93ebfff636632a6add7f1a8/59954.ipynb).\r\n\r\nThe workaround is to add name to the layer.\r\n\r\n@Su... | 2023-03-10T18:56:51 | 2023-03-29T02:01:55 | 2023-03-29T02:01:53 | NONE | null | null | null | I have the identical issue to https://github.com/tensorflow/tensorflow/issues/36962, except I'm on 2.11.0. Was it really resolved?
The issue is that the model will not save and returns: `AttributeError: 'NoneType' object has no attribute 'replace'`
It would have taken a very long time to run this down if I hadn'... | {
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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/59953/checks?check_run_... | 2023-03-10T18:56:39 | 2023-03-10T20:19:28 | 2023-03-10T20:19:28 | CONTRIBUTOR | null | true | {
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"Hi @wwwind Can you please check @fergushenderson's comments and keep us posted ? 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.",
"It looks like\r\nhttps://github.com/tensorflow/tensorflow/pull/60352\r\nis a more... | 2023-03-10T13:06:07 | 2023-05-09T12:06:54 | 2023-05-05T11:45:55 | CONTRIBUTOR | null | false | {
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"Thanks for your pull request! It looks like this may be your first contribution to a Google open source project. Before we can look at your pull request, you'll need to sign a Contributor License Agreement (CLA).\n\nView this [failed invocation](https://github.com/tensorflow/tensorflow/pull/59951/checks?check_run_... | 2023-03-10T09:08:16 | 2023-03-10T09:10:47 | 2023-03-10T09:08:49 | CONTRIBUTOR | null | true | {
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"@Zaoyee The error indicates the number of values in the sequence feature with name f1 does not match the expected output shape, which is [] (empty shape). FixedLenSequenceFeature expects all lists to have a length of 3. \r\n\r\nTo fix the error, you can either ensure that all lists in the sequence have the same l... | 2023-03-10T03:51:10 | 2023-03-28T01:57:20 | 2023-03-28T01:57:17 | NONE | null | null | null | I got an error when deserialize the data like the following code.
the sequence data would be like
```
feature_list {
key: "f1"
value {
feature {
int64_list {
value: 1
value: 2
}
}
feature {
int64_list {
value: 1
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"Hi @ezhulenev Can you please review this PR ? Thank you!"
] | 2023-03-10T02:06:54 | 2023-04-12T17:39:40 | 2023-04-12T17:39:40 | CONTRIBUTOR | null | false | {
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"@meghendra Pls check whether the solution works for you or not.\r\n\r\nRegarding your first question, as far as I know, there is no way to force the serialization of the 'call' method graph for TFOpLambda layers in newer versions of TensorFlow. This change in serialization was made intentionally, and it is not rec... | 2023-03-10T00:24:12 | 2023-03-10T19:50:28 | 2023-03-10T19:50:28 | NONE | null | null | null | ### Describe the problem
I work on importing TensorFlow models into MATLAB, this includes de-serializing the SavedModel format, identifying the different tf.keras.layers present in the SavedModel and creating an equivalent deep learning network in MATLAB.
In TensorFlow 2.3.0 and earlier , if we use a TF symbol (... | {
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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/59946\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-03-09T13:33:22 | 2023-03-10T10:00:06 | 2023-03-10T10:00:04 | 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
2.9
### Custom Code
Yes
### OS Platform and Distribution
mac(M2)
### Mobile device
_No response_
### Python version
3.9.16
### Bazel... | {
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Thanks!
/cc @cheshire | {
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"@pjpratik. I am trying for a solution.\r\n@orlean12 Pls Review whether it is appropriate or not.\r\n\r\nOne possible issue is related to the embedding layer. The code uses an embedding layer to encode the user input, but the embedding layer is not defined in the code. It is possible that the Embedding layer is def... | 2023-03-09T12:00:47 | 2023-04-04T01:55:10 | 2023-04-04T01:55:07 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Performance
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.8
### Custom Code
Yes
### OS Platform and Distribution
Windows
### Mobile device
_No response_
### Python version
3.9
### Bazel vers... | {
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"Hi @mikcla ,\r\n\r\nThanks for reporting the issues.\r\nCould you please confirm whether you have followed all the instructions mentioned [here](https://www.tensorflow.org/install/source_windows#setup_for_windows).\r\n\r\nAlso the options from .bazelrc file for AVX instructions:\r\n```\r\nbuild:native_arch_linux -... | 2023-03-09T09:43:30 | 2023-04-14T22:45:49 | 2023-03-31T01:56:23 | 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
2.11.0
### Custom Code
No
### OS Platform and Distribution
Windows 11
### Mobile device
_No response_
### Python version
3.10.10
### ... | {
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"Michael, I think you're a better reviewer for this (or able to find one) than me.",
"Thanks Mihai, It looks fine to me but let me ask someone working closer on the mlir side to take a look. ",
"Geoffrey i was pointed your way as someone who would be good to take a look if you don't mind. ",
"Looks like there... | 2023-03-09T09:41:56 | 2023-03-15T09:23:18 | 2023-03-14T21:51:09 | CONTRIBUTOR | null | false | {
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"The problem has been solved.\r\nhttps://github.com/tensorflow/tensorflow/issues/59102 add the option echo -n \"build --config=monolithic\" >> /tensorflow_src/.bazelrc can avoid the _ZNK6google8protobuf7Message11GetTypeNameEv error.\r\n\r\n"
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### Issue Type
Feature Request
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.11-tflite-android
### Custom Code
No
### Current Behaviour?
I have followed [the tutorial](https://www.tensor... | {
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"use the same setting in the centos8 can build tensorflow2.11 successfully. but i want use the version with centos7.",
"@south-ocean,\r\nOn CentOS7 while installing the python3 package, it might give the Python 3.6 interpreter which was not supported for the tensorflow 2.11. Please take a look at the official do... | 2023-03-09T05:57:43 | 2023-04-05T01:47:58 | 2023-04-05T01:47:55 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf2.11
### Custom Code
Yes
### OS Platform and Distribution
centos7.6
### Mobile device
_No response_
### Python version
python3.7.12
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"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @siraki... | 2023-03-09T05:12:02 | 2023-09-07T03:42:00 | 2023-09-07T03:41:59 | CONTRIBUTOR | null | false | {
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"@AndrewVallette I was getting a similar error and I resolved it by creating a fresh virtual environment and cloning TensorFlow. Please let us know if this helps.",
"@mraunak Thank you, but this did not solve my issue. Today I tried another build in a fresh environment, just in case, but no luck.",
"@AndrewVall... | 2023-03-08T23:49:53 | 2023-05-05T23:51:53 | 2023-05-05T23:51:50 | 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
2.11
### Custom Code
Yes
### OS Platform and Distribution
Windows 10
### Mobile device
_No response_
### Python version
3.10.9
### B... | {
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"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @lgeiger Can you please resolve conflicts? Thank you!",
"Hi @lgeiger Can you please resolve conflicts? Thank you!",
"Hi @lgei... | 2023-03-08T23:34:57 | 2024-06-05T08:25:32 | null | CONTRIBUTOR | null | false | {
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} | This PR adds support for quantized int8 inputs and outputs to the `div` op. TFLite Micro added support for int8 quantized divides in https://github.com/tensorflow/tflite-micro/pull/1196, but until now the MLIR based converter would force the op to stay in float due to missing TFLite support for it. This PR fixes this a... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/59935 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59935/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59935/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59935/events | https://github.com/tensorflow/tensorflow/issues/59935 | 1,615,488,651 | I_kwDOArmXAs5gSmaL | 59,935 | third_party/icu/data missing big-endian conversion data files | {
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"Hi @jonathan-albrecht-ibm ,\r\n\r\nCould you please confirm the bazel command you have used for the tests? Thankyou!",
"Hi @SuryanarayanaY, here is the bazel command I used that will run the failed tests:\r\n\r\n```bash\r\nTF_SYSTEM_LIBS=\"boringssl\" bazel --host_jvm_args=\"-Xms1024m\" --host_jvm_args=\"-Xmx20... | 2023-03-08T15:42:14 | 2023-10-11T15:30:32 | null | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.11
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04 s390x
### Mobile device
_No response_
### Python versi... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/59934 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59934/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59934/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59934/events | https://github.com/tensorflow/tensorflow/issues/59934 | 1,615,268,259 | I_kwDOArmXAs5gRwmj | 59,934 | Wrong metric calculations for masked out timeseries with sample weights | {
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"here is my current workaround with a custom metric. It also does rescaling if wanted:\r\n`class Masked_MAE(tf.keras.metrics.Metric):\r\n\r\n def __init__(self, name='masked_mae', mean=0, std=1.0, **kwargs):\r\n super(Masked_MAE, self).__init__(name=name, **kwargs)\r\n self.mean = mean,\r\n ... | 2023-03-08T13:24:23 | 2023-03-15T13:07:45 | 2023-03-15T13:07:43 | 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
Yes
### OS Platform and Distribution
Windows 10
### Mobile device
_No response_
### Python version
3.9
### Bazel versio... | {
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"@MXA404. To troubleshoot the issue further, we need more information about the custom code that is causing the error. Can you provide the relevant code snippet that is causing the error? Additionally, please provide any relevant details about the inputs and expected behavior of the code, as well as any steps that ... | 2023-03-08T11:27:48 | 2023-03-28T01:57:26 | 2023-03-28T01:57:23 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.11
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.9.16
### Bazel ... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/59932 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59932/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59932/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59932/events | https://github.com/tensorflow/tensorflow/issues/59932 | 1,615,077,192 | I_kwDOArmXAs5gRB9I | 59,932 | //tensorflow/tools/api/tests:api_compatibility_test fails with protobuf > 3.20.3 | {
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"Hi @elfringham ,\r\n\r\nI tried the same commands but my build is success and test also passes.Please refer to attached log below.Please check and confirm if any deviation.Please note I have not installed any protobuf specifically but gone with default from master branch.I observed 3.19.6 is default protobuf versi... | 2023-03-08T10:59:57 | 2023-04-04T14:17:22 | null | CONTRIBUTOR | 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
git HEAD
### Custom Code
No
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
n/a
### Python version
3.9.16
### Bazel version
5... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/59931 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59931/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59931/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59931/events | https://github.com/tensorflow/tensorflow/issues/59931 | 1,615,073,425 | I_kwDOArmXAs5gRBCR | 59,931 | //tensorflow/python/util/protobuf:protobuf_compare_test fails with protobuf > 3.20.3 | {
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"Hi @elfringham ,\r\nI have replicated the reported test fail.The test fails with the error reported by you.\r\n\r\n ```\r\nFile \"/home/suryanarayanay/.cache/bazel/_bazel_suryanarayanay/e93ef42332b258ebf8397106d59e39e3/execroot/org_tensorflow/bazel-out/k8-opt/bin/tensorflow/python/util/protobuf/protobuf_compare_t... | 2023-03-08T10:57:08 | 2023-03-23T08:52:09 | null | CONTRIBUTOR | 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
git HEAD
### Custom Code
No
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
n/a
### Python version
3.9.16
### Bazel version
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https://api.github.com/repos/tensorflow/tensorflow/issues/59930 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59930/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59930/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59930/events | https://github.com/tensorflow/tensorflow/issues/59930 | 1,615,070,230 | I_kwDOArmXAs5gRAQW | 59,930 | //tensorflow/python/kernel_tests/proto:decode_proto_op_test fails with protobuf > 3.20.3 | {
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"Hi, @SuryanarayanaY \r\n\r\nCould you please look into this issue ? Thank you!",
"@elfringham ,\r\n\r\nI have replicated the reported test failure and got the same error reported by you.\r\n\r\n`AttributeError: 'google._upb._message.FieldDescriptor' object has no attribute 'CPPTYPE_FLOAT'`\r\n\r\nPlease refer to... | 2023-03-08T10:54:33 | 2023-03-23T08:51:52 | null | CONTRIBUTOR | 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
git HEAD
### Custom Code
No
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
n/a
### Python version
3.9.16
### Bazel version
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https://api.github.com/repos/tensorflow/tensorflow/issues/59929 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59929/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59929/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59929/events | https://github.com/tensorflow/tensorflow/issues/59929 | 1,614,587,950 | I_kwDOArmXAs5gPKgu | 59,929 | java.lang.UnsatisfiedLinkError:Failed to load native TensorFlow Lite methods. Check that the correct native libraries are present, and, if using a custom native library, have been properly loaded via System.loadLibrary(): | {
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"Hi @hgchenkai Thanks for reporting the issue.\r\n\r\nSorry for the delayed response.\r\n\r\nCan you please provide the steps you have followed to better understand the issue.\r\n\r\nAlso, can you try on latest 2.11 version and tf-nightly and see if the issue still persists.\r\n\r\nThanks.",
"This issue is stale ... | 2023-03-08T03:20:14 | 2023-04-04T01:55:13 | 2023-04-04T01:55:09 | 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
tensorflow-lite:2.8.0
### Custom Code
Yes
### OS Platform and Distribution
macOS Monterey 12.5.1
### Mobile device
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https://api.github.com/repos/tensorflow/tensorflow/issues/59928 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59928/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59928/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59928/events | https://github.com/tensorflow/tensorflow/issues/59928 | 1,614,584,022 | I_kwDOArmXAs5gPJjW | 59,928 | Crash due to CUDA_ERROR_ILLEGAL_ADDRESS can be triggered in SparseReorder, SparseFillEmptyRowsGrad, SparseSlice and SparseTensorToCSRSparseMatrix | {
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"Hi @shijy16 ,\r\n\r\nThanks for reporting. All these are valid issues with tf-nightly(2.13.0-dev20230308) and needs Fix. I have replicated the behaviour in Colab and attached screenshots of logs below.\r\n\r\n**With tf.raw_ops.SparseSlice:**\r\n\r\n<img width=\"1512\" alt=\"Screenshot 2023-03-09 at 12 10 23 PM\" s... | 2023-03-08T03:15:24 | 2023-06-30T16:52:17 | 2023-06-30T16:52:15 | 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
2.13.0-dev20230307
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/59927 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59927/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59927/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59927/events | https://github.com/tensorflow/tensorflow/issues/59927 | 1,614,558,659 | I_kwDOArmXAs5gPDXD | 59,927 | A crash due to check-fail can be triggered in QuantizedConv2D | {
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"Hi @shijy16 ,\r\n\r\nI have replicated the reported issues with tf-nightly(2.13.0-dev20230308) with colab. \r\n\r\nPlease refer to snapshot below. Thanks for reporting.\r\n\r\n\r\n<img width=\"1506\" alt=\"Screenshot 2023-03-09 at 12 46 09 PM\" src=\"https://user-images.githubusercontent.com/116063290/223949104-65... | 2023-03-08T02:46:25 | 2024-03-13T17:56:06 | 2024-03-13T17:56:02 | 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
2.13.0.dev20230307
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/59926 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59926/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59926/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59926/events | https://github.com/tensorflow/tensorflow/issues/59926 | 1,614,214,041 | I_kwDOArmXAs5gNvOZ | 59,926 | `tf.data.Dataset.from_generator(...)` fails when the `output_signature` argument is a dictionary that has a value `tf.RaggedTensorSpec(...)` for some key | {
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"Specifically I am getting an error when I give a dataset's `.element_spec` as an `output_signature`\r\n```python\r\noutput_signature = {\r\n \"top\": tf.RaggedTensorSpec(tf.TensorShape([None]), tf.int32, 0, tf.int64),\r\n \"left\": tf.RaggedTensorSpec(tf.TensorShape([None]), tf.int32, 0, tf.int64),\r\n}\r\n`... | 2023-03-07T21:10:12 | 2023-04-02T08:19:43 | 2023-03-31T12:31:52 | 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
No
### OS Platform and Distribution
Linux Ubuntu 20.04
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https://api.github.com/repos/tensorflow/tensorflow/issues/59924 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59924/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59924/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59924/events | https://github.com/tensorflow/tensorflow/issues/59924 | 1,613,788,937 | I_kwDOArmXAs5gMHcJ | 59,924 | crosstool_wrapper_driver_is_not_gcc error while building TF v2.11 | {
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"Hi @predrag12, please let us know if you are trying to build Tensorflow in Docker. Thank you!\r\n ",
"Hi, yes, container name is under exact commands to reproduce.",
"@predrag12,\r\nCould you please confirm whether you are trying to install from the official tensorflow docker image\r\nhttps://hub.docker.com/r... | 2023-03-07T16:26:30 | 2023-05-30T05:12:51 | null | NONE | null | null | null | ------------------------
### System information
- **Have I written custom code (as opposed to using a stock example script
provided in TensorFlow)**: no
- **OS Platform and Distribution (e.g., Linux Ubuntu 16.04)**: Ubuntu 20.04 aarch64
- **Mobile device (e.g. iPhone 8, Pixel 2, Samsung Galaxy) if th... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/59923 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59923/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59923/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59923/events | https://github.com/tensorflow/tensorflow/pull/59923 | 1,613,745,665 | PR_kwDOArmXAs5LfdXz | 59,923 | [NVIDIA TF] Optimize mixed-precision finite check for sparse tensors. | {
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"@fchollet what's the status of the code in `tensorflow/python/keras`? Should we still update it and accept PRs to it? Note there is a corresponding Keras PR https://github.com/keras-team/keras/pull/17638.",
"This is failing tests: https://source.cloud.google.com/results/invocations/2c6a3700-5008-4e42-882c-81fe07... | 2023-03-07T15:59:51 | 2023-04-04T17:53:13 | 2023-04-03T14:39:40 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-04-... | Mixed precision can be very slow and memory inefficient with sparse tensors, common, for example, in recommender-type models.
The largest inefficiencies come from checking sparse tensors for NaN values when dynamic loss scaling is enabled.
This PR implements a simple optimization to use the dense values of Indexe... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/59922 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59922/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59922/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59922/events | https://github.com/tensorflow/tensorflow/issues/59922 | 1,613,472,214 | I_kwDOArmXAs5gK6HW | 59,922 | Problems with converted 8-bit TFLite models of CycleGAN and running inference (specially allocating tensors) | {
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"Hi @judeharis Thanks for reporting this issue.\r\n\r\nSorry for the delayed response.\r\n\r\nI was able to reproduce the issue from pix2pix generator as used in [this](https://github.com/tensorflow/docs/blob/master/site/en/tutorials/generative/cyclegan.ipynb) tutorial. Please find the gist [here](https://colab.res... | 2023-03-07T13:37:09 | 2023-03-28T22:22:06 | null | NONE | null | null | null | ### System information
- **Have I written custom code (as opposed to using a stock example script
provided in TensorFlow)**: No, problem are found on normal TF code.
- **OS Platform and Distribution (e.g., Linux Ubuntu 16.04)**: WSL2 Ubuntu 22.04
- **TensorFlow installed from (source or binary)**: pytho... | {
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"@panhu,\r\nCould you please provide the complete code to reproduce the issue and also the error log which helps us to debug the issue in the effective way. Thank you!",
"The code:\r\n\r\nconverter = tf.lite.TFLiteConverter.from_keras_model(model)\r\n\r\nconverter.optimizations = [tf.lite.Optimize.DEFAULT]\r\nde... | 2023-03-07T09:33:50 | 2023-03-28T01:57:29 | 2023-03-28T01:57:26 | NONE | null | null | null | Hi:
### 1. System information
- Linux
- pip:
- TensorFlow 2.10
### 2. Code
### My Model part ###
...
gru = GRU(64,activation='tanh', recurrent_activation='sigmoid', return_sequences=True,unroll=True)(tmp)
gru_1 = GRU(128,activation='tanh', recurrent_activation='sigmoid', return_sequences=True,unroll=T... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/59920 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59920/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59920/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59920/events | https://github.com/tensorflow/tensorflow/issues/59920 | 1,613,038,169 | I_kwDOArmXAs5gJQJZ | 59,920 | Input Layer can't be defined in tensorflow 2.11.0 | {
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"Try using tf.keras.layers.InputLayer instead. \n\nYou can skip defining the input layer and give the input shape to the first layer and keras will add a input for a model behind the scenes.",
"Hi, @fmanstein \r\n\r\nApologize for the delayed response and It seems like the issue is with importing layers so May I ... | 2023-03-07T09:22:09 | 2023-03-28T01:57:32 | 2023-03-28T01:57:29 | 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
2.11.0
### Custom Code
Yes
### OS Platform and Distribution
Windows
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_... | {
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"@shmishra99 Can you please resolve conflicts? Thank you!"
] | 2023-03-07T09:19:08 | 2023-03-09T18:07:07 | 2023-03-09T18:07:06 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-03-... | **Issue**: Workflow is giving error while running.Error msg-The workflow is not valid. .github/workflows/stale-issues.yml
**Fixed**: Followed stale/action workflow [docs](https://github.com/actions/stale#any-of-labels).
Changed any-of-labels value to ',' string.
Changed only-issue-labels to only-labels to work for ... | {
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"Hello,\r\n\r\nHe is totally right and Windows is still used by so many people even if not all developers using Tensorflow use it mainly, so I find it really stupid to drop the native-Windows GPU support when we know that a lot of people still use Windows from the development to the production deployment(even if it... | 2023-03-07T09:15:17 | 2024-05-06T18:37:16 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Others
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.11
### Custom Code
Yes
### OS Platform and Distribution
Windows 10
### Mobile device
_No response_
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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/59916/checks?check_run_... | 2023-03-06T22:17:37 | 2023-04-03T20:57:31 | 2023-04-03T20:57:31 | CONTRIBUTOR | null | false | {
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"@hawkinsp \r\n",
"The CI failed, but it doesn't seem related.",
"Our internal CI which is stricter about dependencies is complaining because the function you are calling is in `tensorflow/tsl/platform/errors.h` but that file is not present via a BUILD dependency. So I think you need to add a build dependency."... | 2023-03-06T19:34:37 | 2023-03-16T15:08:22 | 2023-03-16T12:58:55 | CONTRIBUTOR | null | false | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/59914 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59914/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59914/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59914/events | https://github.com/tensorflow/tensorflow/pull/59914 | 1,611,909,648 | PR_kwDOArmXAs5LZQuR | 59,914 | [tosa][fix] align scale_n of resize to the spec for input size of 1 case | {
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"Hi @rsuderman, I'm not sure if tosa-to-linalg will be broken with this setting. Could you take a look at this if any chance?",
"move the new tests back, and delete the new test file. "
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https://api.github.com/repos/tensorflow/tensorflow/issues/59913 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59913/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59913/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59913/events | https://github.com/tensorflow/tensorflow/issues/59913 | 1,611,286,175 | I_kwDOArmXAs5gCkaf | 59,913 | Optional xnnpack feature relies on weak symbols which are unavailable on Windows | {
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"@georgthegreat,\r\nCould you please elaborate about your Feature. Also, please specify the Use Cases for this feature. Thank you!",
"We operate a monorepo with single tflite configuration available to the end users (similar to Piper / build system is similar to Bazel).\r\nCertain users would like to use tflite w... | 2023-03-06T12:16:14 | 2023-05-15T13:59:36 | null | CONTRIBUTOR | null | null | null | ### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Tensorflow Version
2.4
### Current Behaviour?
At the time tflite comes with optional xnnpack feature which relies on TFLITE_ATTRIBUTE_WEAK attribute applied to a delegate function.
As there are no weak symbols... | {
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