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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/60421/checks?check_run_... | 2023-04-27T04:41:07 | 2023-04-27T19:47:56 | 2023-04-27T04:44:09 | NONE | spam | false | {
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"Hi @gzmkl ,\r\n\r\nAs per Official documentation for building from source on Ubuntu OS, we have to use GCC compiler. Please confirm the GCC compiler version that you are using. Also currently master branch tested for bazel version 5.3.0. Please use this version only and higher versions may have compatibility issue... | 2023-04-26T19:42:55 | 2023-08-30T23:22:51 | 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
Latest master branch
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 18.04.4
### Mobile device
_No response_
### Pytho... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60419 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60419/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60419/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60419/events | https://github.com/tensorflow/tensorflow/issues/60419 | 1,685,458,548 | I_kwDOArmXAs5kdg50 | 60,419 | tf.raw_ops.GatherV2 api doc page does not properly describe the argument 'batch_dims' | {
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"Hi @meghendra ,\r\n\r\nThanks for your time in bringing this. Basically `tf.raw_ops` not meant for end users but for library writers and hence documentation is not much exhaustive. There is equivalent high level API for this which is [tf.gather](https://www.tensorflow.org/api_docs/python/tf/gather). \r\n\r\nHoweve... | 2023-04-26T17:45:19 | 2023-06-12T17:16:23 | null | 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
tf 2.12.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_N... | {
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"@cantonios This commit has caused a build issue with --config=mkl on avx2 build\r\nhttps://github.com/tensorflow/tensorflow/commit/bc5f83612c6b4b96b652ac60e4138c61cbdb5fc3",
"Thanks for letting me know. We don't see the error internally since it only breaks with gcc, not clang.",
"Eigen update reverted",
"A... | 2023-04-26T16:58:14 | 2023-04-26T23:13:43 | 2023-04-26T23:13:40 | 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
2.13
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 18.04
### Mobile device
_No response_
### Python version
3.9
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"Hi @zehao-intel \r\n\r\nThe Value Error occurs if input_map, or return_elements contains names that do not appear in graph_def, or graph_def is not well-formed (e.g. it refers to an unknown tensor).\r\n\r\nAlso, the Saved Model serialisation format is only supported and the TFLite conversion from frozen graph is ... | 2023-04-26T15:03:51 | 2023-06-06T08:50:48 | 2023-06-06T08:50:48 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): CentOS Linux release 7.6.1810 (Core)
- TensorFlow installation (pip package or built from source): pip install tensorflow
- TensorFlow library (version, if pip package or github SHA, if built from source): 2.12.0
### 2. Code
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"Hi @ajithkumarmcw \r\n\r\nPython binding actually uses the C++ implementation of Tensorflow Lite. Considering the Python runtime overhead itself, It is expected, under the same running environment, the Python performance should be no better than that of the C++ one.\r\n\r\nBtw, you could use the [TFLite benchmark ... | 2023-04-26T14:40:51 | 2024-05-24T03:23:29 | 2023-11-10T01:48:28 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Ubuntu 20.04
- TensorFlow installation (pip package or built from source): built from source
- TensorFlow library (version, if pip package or github SHA, if built from source): tensorflow==2.4.2
### 2. Code
Provide code to ... | {
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"@jyingl3 Can you help to have a look? thanks"
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https://api.github.com/repos/tensorflow/tensorflow/issues/60413 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60413/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60413/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60413/events | https://github.com/tensorflow/tensorflow/pull/60413 | 1,684,069,219 | PR_kwDOArmXAs5PJqUA | 60,413 | [oneDNN] Enable bf16 kernels for FusedBatchNormV3 | {
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"Hi @penpornk Can you please review this PR ? Thank you!",
"@penpornk - I don't know what is the failure for Py+CPP job. Looks like there was some timeout, not related to my changes. ",
"These 3 CI failures are unrelated\r\n* [Py+CPP Ubuntu CPU](https://source.cloud.google.com/results/invocations/d9fa27f1-ca9a-... | 2023-04-26T00:56:53 | 2023-07-25T12:04:51 | 2023-07-25T12:04:51 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-07-... | If Eigen FusedBatchNormV3 kernel is used in a model on CPU, and oneDNN optimizations are disabled; then it will crash. We had observed such crash in 3 models. To fix the crash, this PR enables valid Eigen kernels for FusedBatchNormV3 and Grad for CPU and also enables the relevant unit-tests.
Also addresses [this old ... | {
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"@tpopp @vam-google Would be very cool to have this - is it difficult to do?",
"Any updates on this?",
"I'm not the appropriate person for this, and I don't know who is."
] | 2023-04-25T22:52:58 | 2023-05-22T09:44:35 | null | 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
2.12.0
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60411 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60411/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60411/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60411/events | https://github.com/tensorflow/tensorflow/issues/60411 | 1,682,922,413 | I_kwDOArmXAs5kT1ut | 60,411 | Maximum aspect ratio of camera for Android Mobile app & Android TV to use feature of Pose estimation? | {
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"??",
"Hi @IBSApple \r\n\r\nWe will resize and pad the image to keep the aspect ratio and fit the expected size which can vary for different pose estimation algorithms.\r\n\r\nThe tensorflow provides [Movenet](https://www.tensorflow.org/hub/tutorials/movenet) tutorial for human body pose estimation which runs fas... | 2023-04-25T10:49:31 | 2023-05-12T01:52:02 | 2023-05-12T01:52:02 | 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
2.7.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No res... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60410 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60410/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60410/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60410/events | https://github.com/tensorflow/tensorflow/pull/60410 | 1,682,368,946 | PR_kwDOArmXAs5PD77y | 60,410 | [PluggableDevice] Reduce the log times when plugin is enabled | {
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"Hi @ezhulenev Can you please review this PR ? Thank you!",
"Hi @ezhulenev Can you please review this PR ? Thank you!"
] | 2023-04-25T03:30:58 | 2023-11-27T09:25:16 | 2023-07-14T07:15:59 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-07-... | # Background
TF will print some info in each session as below when plugin is enabled:
```
2022-09-07 09:40:01.716295: I tensorflow/core/grappler/optimizers/custom_graph_optimizer_registry.cc:113] Plugin optimizer for device_type CPU is enabled.
```
These info will be printed **many** times and bother user if there... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60409 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60409/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60409/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60409/events | https://github.com/tensorflow/tensorflow/pull/60409 | 1,682,026,664 | PR_kwDOArmXAs5PCyMm | 60,409 | [NVIDIA XLA]Replace broadcast of trivial matrix bias by optional custom-call for CUDA >= 12 | {
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"@reedwm this seems to be of high priority given @wenscarl is reporting the perf hit is ~ 10% of the actual matmul call.",
"Seems like all the unit tests will have to change to accommodate this change. Wenscarl has only implemented a single unit test to show the shape of things to come and is seeking feedback whe... | 2023-04-24T20:55:45 | 2023-05-25T07:14:41 | 2023-05-25T07:14:41 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-05-... | Replace broadcast of trivial matrix bias by a scalar under CUDA > 12. Nearly all F8 unittests will get impacted but only 1 unittest is included at the moment for the purpose of demonstration.
Broadcasting trivial matrix bias takes up about 10% time of the actually matmul.
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"Hi @thorsten-klein Thanks for reporting the issue.\r\n\r\nCould you please mention the steps you have followed to encounter the issue?\r\n\r\nAlso, please provide the error log to better understand the issue.\r\n\r\nThanks.",
"This issue is stale because it has been open for 7 days with no activity. It will be ... | 2023-04-24T08:12:02 | 2023-05-11T01:53:47 | 2023-05-11T01:53:43 | 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
Ubuntu 20
### Mobile device
_No response_
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https://api.github.com/repos/tensorflow/tensorflow/issues/60407 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60407/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60407/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60407/events | https://github.com/tensorflow/tensorflow/issues/60407 | 1,680,545,286 | I_kwDOArmXAs5kKxYG | 60,407 | Cannot currently create HexagonDelegate, but was working in the past | {
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"@ioannispan,\r\nCould you you make sure that you're using the latest nightlies - may be clear the gradle cash ?\r\n\r\nWe just cloned tensorflow examples and updated image classification example to include hexagon. I followed the [guide](https://www.tensorflow.org/lite/performance/hexagon_delegate#hexagon_delegate... | 2023-04-24T06:28:17 | 2023-05-12T01:52:07 | 2023-05-12T01:52:04 | 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
org.tensorflow:tensorflow-lite:0.0.0-nightly-SNAPSHOT and org.tensorflow:tensorflow-lite-hexagon:0.0.0-nightly-SNAPSHOT with hexagon li... | {
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"Hey, anyone check this? I'd appreciate an explanation of why it's written this way and how to avoid security issues.",
"Hi,\r\n\r\nFor securities related issues, please use the proper channel.\r\n\r\nFollow [this](https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md) document for more details. Thanks... | 2023-04-24T04:07:40 | 2023-05-22T16:03:42 | 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
2.12.0
### Custom Code
No
### OS Platform and Distribution
Ubuntu 22.04
### Mobile device
_No response_
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"Hi @faguilarc, \r\nThanks for reporting the issue!\r\nCould you please confirm that you installed Tensorflow using pip and kindly share the steps you have followed to install Tensorflow. It is recommended to follow the installation instructions from [here](https://www.tensorflow.org/install/pip#windows-native). Th... | 2023-04-24T01:07:49 | 2023-05-18T01:54:30 | 2023-05-18T01:54:26 | 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
Windows 10
### Mobile device
_No response_
### Python version
3.10.4
### Bazel versi... | {
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"Hi @sagi-ezri It looks like your PR relates to the Keras component. Please submit it to the github.com/keras-team/keras repository instead. Thankyou.\r\n@fchollet, @qlzh727"
] | 2023-04-23T21:01:12 | 2023-04-24T04:10:50 | 2023-04-24T04:10:50 | NONE | null | false | {
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"Hi @tilakrayal，\r\n\r\nSorry, I should have noticed that you are the Assignee right now. Please can you shed me some light on this issue?\r\n\r\nThanks~",
"Hi @picard314 \r\n\r\nThe `TfLiteGpuDelegateBindGlBufferToTensor` should be able to refer by inclusion of gpu_api_delegate.h\r\n\r\nhttps://github.com/tensor... | 2023-04-23T13:16:04 | 2023-05-05T11:11:04 | null | NONE | null | null | null | Hi @impjdi the amazing porygon~,
I've checkout-ed the branch "v2.10.0" for deploying tflite on Android. In order to avoiding cpu-gpu memory copy, I used the function 'TfLiteGpuDelegateBindGlBufferToTensor' but got logs saying as the issue title during project configuration.
BTW,
I had #include "tensorflow/lite/... | {
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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/60402/checks?check_run_... | 2023-04-23T11:12:16 | 2023-04-25T03:05:06 | 2023-04-24T16:52:09 | CONTRIBUTOR | null | false | {
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```python
AllToAll(x, /*split_dimension=*/1, /*concat_dimension=*/0, /*split_count=*/4);
``` | {
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"@Utkarsha666,\r\nCould you please try limiting GPU memory growth using any of the methods listed in this guide.\r\nhttps://www.tensorflow.org/guide/gpu#limiting_gpu_memory_growth\r\n\r\nCould you please try using the latest Tensorflow version for windows which can be installed with WSL2.\r\nAlso, from TensorFlow 2... | 2023-04-22T19:33:13 | 2023-05-11T01:53:56 | 2023-05-11T01:53:48 | NONE | 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
2.10
### Custom Code
Yes
### OS Platform and Distribution
Windows 11
### Mobile device
_No response_
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"Hi @foxik\r\nThank you for reporting this issue!\r\n\r\nI was able to replicate the issue in Colab using Tensorflow 2.12 and tf-nightly(2.13.0.dev20230424). Please find the gists - [TF 2.12](https://colab.sandbox.google.com/gist/synandi/3307d76df72bd5181ed5aa4dd639b7ac/60400.ipynb) & [tf-nightly](https://colab.san... | 2023-04-22T18:30:48 | 2023-06-20T14:45:58 | 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
TF 2.12, TF nightly 2.13.0-dev20230420
### Custom Code
No
### OS Platform and Distribution
_No response_
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"@hlreicha,\r\nI was facing a different issue while executing the given code. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/7eb3058c89de5c1776502b21f3efbabf/untitled1082.ipynb).\r\n\r\nAlso there might be below chances for the low validation accuracy.\r\n\r\n**1.** You are tryi... | 2023-04-22T13:16:36 | 2023-05-21T04:23:19 | 2023-05-21T01:58:57 | 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
2.9 and 2.4
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.8
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"It looks like you are encountering a compilation error when building TensorFlow with Bazel on your Debian Bullseye system using CUDA and MKL. The error is related to a missing switch case in the cudnn_frontend library.\r\n\r\nOne possible solution to this issue is to update the cudnn_frontend library to a newer ve... | 2023-04-22T10:05:31 | 2024-01-02T18:23:48 | 2023-05-18T06:28:02 | 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
v2.12.0
### Custom Code
Yes
### OS Platform and Distribution
Linux Debian Bullseye
### Mobile device
_No response_
### Python version
... | {
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"When Bazel try to compile tensorflow/core/kernels/segment_reduction_ops_gpu_2.cu.cc, no suitable constructor exists to convert error will also happened.\r\n\r\n> .\\tensorflow/core/kernels/segment_reduction_ops_gpu.cu.h(206): error: no suitable constructor exists to convert from \"int\" to \"tensorflow::AlignedVec... | 2023-04-22T03:24:24 | 2023-07-26T02:37:44 | 2023-07-26T02:37:41 | 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
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
Windows 10 1909
### Mobile device
_No response_
### Python version
Anaconda 2023.03... | {
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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/60396/checks?check_run_... | 2023-04-21T20:02:16 | 2023-04-23T16:03:57 | 2023-04-23T16:03:43 | NONE | spam | false | {
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"solutions that you can try:\r\n\r\nEnsure that you have installed the latest version of TensorFlow for Apple Silicon processors. You can download the latest version from the official TensorFlow website or install it via pip.\r\n\r\nTry running your code with an earlier version of TensorFlow. This issue might be sp... | 2023-04-21T18:29:20 | 2023-08-03T18:19:28 | null | 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
Yes
### OS Platform and Distribution
M1 mac, Ventura OS
### Mobile device
_No response_
### Python version
3.10
### Baze... | {
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"@Erangi2020,\r\nI tried to execute the mentioned code and it was failing due to a different error. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/9d6225a1748eb9d00b71ec039df2c049/untitled1081.ipynb) and also Have you got the chance to take a look at this PR which was raised for... | 2023-04-21T17:49:11 | 2023-05-09T01:54:48 | 2023-05-09T01:54:44 | NONE | null | null | null | I have the below model I'm working on. The intention is to forecast the 'Index' field based on the impacts from the fields A,B,C and D. The Date field is of the type 'MM/DD/YYYY'
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"Hi @sagunb Can you please review this PR ? Thank you!"
] | 2023-04-21T15:36:39 | 2023-07-13T06:34:03 | 2023-07-13T06:34:03 | CONTRIBUTOR | null | false | {
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Description:
This pull request addresses two issues in the code:
1. Added missing const to the TFPackage class member functions.
- This change improves the const-correctness of the code, ensuring that these member functions do n... | {
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"Hi @Eva-An, I see you are using --jobs 8, --> This specifies a limit on the number of jobs that should be executed concurrently during the execution phase of the build. You can increase the number of jobs to improve the time taken. However, it also depends upon your CPU specification - no. of cores etc",
"Hi @mr... | 2023-04-21T07:57:17 | 2023-06-02T18:22:15 | null | 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
master branch, commit: 2589785
### Custom Code
No
### OS Platform and Distribution
Windows Server 2022
### Mobile device
_No response_
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"Hi @KaminiSabu, As it is mentioned in the documentation of Tensorflow versions [2.9](https://www.tensorflow.org/versions/r2.9/api_docs/python/tf/keras/layers/DepthwiseConv2D#args), [2.11](https://www.tensorflow.org/versions/r2.11/api_docs/python/tf/keras/layers/DepthwiseConv2D#args) and [2.12](https://www.tensorfl... | 2023-04-21T05:06:49 | 2023-06-22T02:01:58 | 2023-06-22T02:01:56 | NONE | null | null | null | Please go to Stack Overflow for help and support:
https://stackoverflow.com/questions/tagged/tensorflow
If you open a GitHub issue, here is our policy:
1. It must be a bug, a feature request, or a significant problem with the
documentation (for small docs fixes please send a PR instead).
2. The form be... | {
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"Related to https://github.com/tensorflow/tensorflow/issues/60109\r\nMay be you want to follow-up on that Issue?",
"Yeah, it's a duplicate of #60109",
"@RickSanchezStoic,\r\nThis is a duplicate of the issue [#60109](https://github.com/tensorflow/tensorflow/issues/60109). Could you please close this issue, since... | 2023-04-20T16:23:28 | 2024-01-19T17:01:51 | 2024-01-19T17:01:47 | 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
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
Docker image ubuntu:20.04 and above
### Mobile device
_No response_
### Python versio... | {
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"Hi @penpornk,\r\nFor the test failure that https://github.com/tensorflow/tensorflow/pull/60355 introduced, the expected error return that's being tested is unchanged, and the error returned on x86, from `mkl_matmul_op.cc`, is unchanged. So the x86 test should be OK.\r\nThe changes this makes to the error reported ... | 2023-04-20T14:09:07 | 2023-04-21T21:07:50 | 2023-04-21T20:48:58 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-04-... | This PR:
- fixes the failing test on Arm CI caused by #60355
- standardizes the use of In[0], In[1] instead of lhs, rhs in error messages | {
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### 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
Centos &
### Mobile device
_No response_
### Python version
Python-3.9.16
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"Hi @RameezI\r\nApologies for the delay.\r\nI was able to replicate the issue in Colab using Tensorflow 2.12 and tf-nightly(2.13.0.dev20230424). Please find the gists - [TF v2.12](https://colab.sandbox.google.com/gist/synandi/3182c8600aedacc08ad4f8fa04b27b53/60386.ipynb) & [tf-nightly](https://colab.sandbox.google... | 2023-04-20T13:43:52 | 2023-05-31T17:53:28 | null | 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
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Pyt... | {
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"Hi @sleepingcat4, Thanks for reporting the issue!\r\n\r\nI was able to replicate the issue in Colab using Tensorflow 2.7, please find the gist [here](https://colab.sandbox.google.com/gist/synandi/dbecb1235104ecef478b0c809a58d1f4/60385_error.ipynb). \r\n\r\nI have reshaped `weights` to have shape `(n_layers, n_qubi... | 2023-04-20T10:13:09 | 2023-04-23T16:26:07 | 2023-04-23T16:26:05 | 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
2.7.0
### Custom Code
Yes
### OS Platform and Distribution
Windows 11
### Mobile device
_No response_
### Python version
3.8
### Bazel version
... | {
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"@pietroorlandi,\r\nThank you for raising the issue. I tried to reproduce the issue on tensorflow v2.12 and facing the issue with the dataset. Could you please provide the TFRECORD_FILE_TRAIN dataset/tfrecord to analyse the issue in an effective way. Also could you please provide the GPU device information where yo... | 2023-04-20T10:08:07 | 2023-05-09T22:48:28 | null | 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
2.11.1
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 22.04.2 LTS
### Mobile device
_No response_... | {
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"Hi @cantonios Can you please review this PR ? Thank you!",
"This is currently failing the following test internally: `//tensorflow/python/kernel_tests/math_ops:segment_reduction_ops_test_cpu`. It looks like it passes externally though. The error is:\r\n\r\n```\r\n[ RUN ] SparseSegmentReductionOpTest.testGra... | 2023-04-20T08:48:23 | 2023-08-07T12:34:08 | 2023-06-14T05:47:53 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-06-... | `embedding_lookup_sparse` currently uses separate `Unique` + `Gather` + `SparseSegmentSum` ops. In some cases the `Unique` and `Gather` ops can be elided, leaving the `SparseSegmentSum` to read the embeddings directly. However, this causes the function to return a dense gradient, which is impractical in cases where the... | {
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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/60379/checks?check_run_... | 2023-04-20T04:39:46 | 2023-05-09T18:49:56 | 2023-05-09T18:49:56 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-05-... | v0.9 of the cudnn frontend has been released (https://github.com/NVIDIA/cudnn-frontend/releases/tag/v0.9).
Followed a format similar to PR #59675 | {
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"Hi @penpornk Can you please review this PR ? Thank you!",
"Thank you for the review and for the good suggestions. I have addressed the comments. I also included a bug fix in this [line](https://github.com/tensorflow/tensorflow/pull/60378/commits/8ba59847e722c692885ff1eaa49c94cfd01b121e#diff-273ed23e668174f96de64... | 2023-04-19T22:22:17 | 2023-06-19T20:45:31 | 2023-06-19T20:45:30 | CONTRIBUTOR | null | false | {
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- This PR also adds oneDNN v3.x support for QuantizedMatmul. Changes in oneDNNv3.x for INT8 are 1) Changing the scaling API, so we need to pass a scale for every tensor. 2) Bias needs to... | {
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"@reedwm could you please help run Google internal tests?",
"Hi @reedwm does this PR pass the internal tests?",
"Hi @reedwm Can you please assist on above comments from @Young768. Thank you!",
"@Young768, sorry for the delay. This causes compile time regressions, and in some cases compile time increases 300x.... | 2023-04-19T22:03:10 | 2023-07-14T13:30:41 | 2023-07-12T19:25:08 | CONTRIBUTOR | null | false | {
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} | This is the re-submission of PR#5[9614](https://github.com/tensorflow/tensorflow/pull/59614).
@pjannaty @nluehr
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"Hi @penpornk Can you please review this PR ? Thank you!",
"Hi @penpornk Can you please review this PR ? Thank you!",
"Thank you for reviewing the PR. I have addressed your comments."
] | 2023-04-19T18:39:12 | 2023-07-14T08:59:47 | 2023-07-14T08:59:47 | CONTRIBUTOR | null | false | {
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- Main changes in oneDNN v3.0 for quantization API are 1) Scaling API; now scale needs to be set for each tensor. 2) Bias needs to be passed as float32.
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"Hi @penpornk Can you please review this PR ? Thank you!",
"Hi @penpornk Can you please review this PR ? Thank you!",
"@penpornk I have addressed your review comments. Please take a look. Thanks."
] | 2023-04-19T17:53:04 | 2023-07-19T12:36:33 | 2023-07-19T12:36:32 | CONTRIBUTOR | null | false | {
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- This PR passes all unit tests related to batchnorm fwd and bwd for fp32/bf16 when oneDNN v3.x is enabled.
- This PR does not add or affect Eigen ops and is specific only to oneDNN kernels.
- For additional comments related to oneDNN... | {
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- https://github.com/tensorflow/tensorflow/blob/master/tensorflow/tools/toolchains/remote_config/configs.bzl
- https://github.com/tensorflow/tensorflow/blob/master/.github/workflows/upd... | {
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"Hi @Ferev Can you please review this PR ? Thank you!",
"Hi @Ferev Can you please review this PR ? Thank you!"
] | 2023-04-19T16:51:18 | 2023-06-15T10:50:26 | 2023-06-09T07:06:38 | CONTRIBUTOR | null | false | {
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Thanks. | {
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"Hi @MichaelHudgins Can you please review this PR ? Thank you!",
"@elfringham let me know when you want to get this merged. ",
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"@gbaned The agreement here was to merge after 2.13 release.",
"@MichaelHudgins We would like to have this PR merged now ... | 2023-04-19T16:40:13 | 2023-08-22T14:08:37 | 2023-07-05T20:07:48 | CONTRIBUTOR | null | false | {
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"@sumit0190,\r\nThank you for the issue. I tried to execute the mentioned code on MacOS M1 tensorflow v2.11 and tf-nightly and it was executed without any assertion error. Kindly find the screenshot for the reference and also the output for the code was also as expected. Thank you!\r\n\r\n![image (6)](https://user-... | 2023-04-19T16:12:51 | 2023-05-27T01:54:25 | 2023-05-27T01:54:23 | 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
No
### OS Platform and Distribution
`osx-64`, `osx-arm64`
### Mobile device
_No response_
### Python version
3.10.10
##... | {
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"Hi @tomchen1000 ,\r\n\r\nCan you please cross check and confirm the command ? Is it `--config=opt `? Your command getting error below, which is obvious.\r\n\r\n```\r\n(bazel3) suryanarayanay@surya-ubuntu20:~/tensorflow$ bazel build --config opt --define framework_shared_object=false //tensorflow/tools/pip_package:... | 2023-04-19T13:32:33 | 2023-09-01T18:56:00 | null | 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
tf2.11.1
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 18.04
### Mobile device
_No respon... | {
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"Hi @gptshubham595 Thanks for reporting the issue.\r\n\r\nWe see that the colab file you have shared has data access issues. Could you please provide a standalone code or a toy tflite model inorder to reproduce the issue?\r\n\r\nThanks.",
"[NoiseSuppressionModel.h5](https://drive.google.com/file/d/1xUQklFyuYFV_Zs... | 2023-04-19T09:14:34 | 2023-05-05T01:50:33 | 2023-05-05T01:50:30 | 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
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
MacOS
### Mobile device
Linux (Android Oneplus)
### Python version
3.9
### Baz... | {
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"@hujiajie,\r\nThank you for reporting the issue. Have you got the chance to have a look at this open issue https://github.com/tensorflow/tensorflow/issues/57747 https://github.com/tensorflow/tensorflow/issues/57757 where a similar issue has been reported and it is still open.\r\n Also I request to follow the simil... | 2023-04-19T08:54:38 | 2023-04-20T10:11:29 | 2023-04-20T10:11:27 | 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
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### ... | {
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"@dsbyprateekg \r\n\r\nI was trying to check the issue and was able to successfully install in colab. Please find the gist [here](https://colab.research.google.com/gist/pjpratik/6450e69ec889a4090f1b4a1d272508d3/60364.ipynb). We may have downgrade numpy version in colab to solve the dependency issues.\r\n\r\nCan you... | 2023-04-19T06:44:37 | 2023-05-11T01:54:02 | 2023-05-11T01:53:50 | 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 install tflite-model-maker
- TensorFlow library (version, if pip package or github SHA, if built from source):2.8
### 2. Code
[[Provide code to help u... | {
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"Hi @JustASquid ,\r\n\r\nPlease submit a code snippet to replicate the issue.We can't say whether the issue is related to Distribution strategy bug or bug in code it self. As you mentioned Sage maker as GPU I am assuming you are using AWS Sage maker, and also going through the error log it seems the error might be ... | 2023-04-19T06:06:06 | 2023-05-11T01:54:08 | 2023-05-11T01:53:52 | 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
Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.10
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"@mihaimaruseac, same here. I am trying to build TensorFlow 2.12 in docker:\r\n\r\n```\r\nsudo docker run --gpus all -it -w /tensorflow -v /home/vishnya/tensorflow:/tensorflow -v $PWD:/mnt -e HOST_PERMS=\"\\\\((id -u):\\\\)(id -g)\" tensorflow/tensorflow:devel-gpu bash\r\nbazel build --config=cuda //tensorflow/tool... | 2023-04-19T05:42:05 | 2023-04-23T00:57:20 | 2023-04-23T00:57:17 | 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
tf2.12
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu2004
### Mobile device
_No response_
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"Thanks for opening the issue, I have created a bug internally to update the document under list of community contributions. ",
"@sachinprasadhs \r\nThank you for your help with this! I will continue following this ticket until we get it all updated and the links checked etc.",
"Tag @zmughal and @jjn1056 who w... | 2023-04-19T02:51:07 | 2023-05-30T20:06:39 | 2023-05-30T20:06:39 | NONE | null | null | null | This page lists all the languages with support for the TensorFlow API:
https://www.tensorflow.org/api_docs
Thanks to an official grant from The Perl Foundation, we have recently released a Perl API:
https://github.com/EntropyOrg/perl-AI-TensorFlow-Libtensorflow
https://metacpan.org/dist/AI-TensorFlow-Libtensorflo... | {
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"@penpornk I have addressed your review comments. Please take a look."
] | 2023-04-18T21:39:07 | 2023-04-21T17:41:30 | 2023-04-21T17:41:30 | CONTRIBUTOR | null | false | {
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- Support for primitive cache in quantize op will be added in a separate PR.
- This PR passes all unit tests related to the above ops when oneDNN v3.x is enabled.
- This ... | {
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- Support for int8 concat will be added in a separate PR.
- This PR does not add ... | {
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"@ShuaiShao93 \r\nCould you please provide complete code or colab gist to replicate the issue reported here ?\r\n\r\nThank You!",
"Check if the code changes are causing the issue: If you have made changes to your custom code while upgrading TensorFlow, it might be causing the issue. Try to isolate the TensorFlow ... | 2023-04-18T19:23:53 | 2023-05-25T22:55:23 | null | CONTRIBUTOR | 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
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
_No response_
##... | {
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"Hi @penpornk Can you please review this PR ? Thank you!",
"> Thank you for the PR! The overall changes look good to me.\r\n> \r\n> Could you please replace `errors::*` calls with their `absl::*` counterparts, e.g., `errors::InvalidArgument` -> `absl::InvalidArgumentError`, `errors::Aborted` -> `absl::AbortedErro... | 2023-04-18T19:18:00 | 2023-06-28T17:00:09 | 2023-06-28T17:00:09 | CONTRIBUTOR | null | false | {
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- Support for int8 pooling will be added in a separate PR.
- This PR passes all unit tests related to pooling ops for fp32/bf16 when oneDNN v3.x is enabled.
- This PR does not add or affect Eigen... | {
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"Just a quick note that the amended commit was just to fix code formatting. No further changes are pending and this PR is ready for review.",
"Spoke too soon :(. Had to rebase to see pylint errors already on master. Ran pylint locally to check before pushing the latest changes so hopefully good this time.",
"I ... | 2023-04-18T19:08:23 | 2024-06-05T08:24:45 | null | CONTRIBUTOR | null | false | {
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} | Make byte swapping more consistent by always searching for nodes in both function libraries and at the top level.
Undo byte swapping after saving when it is possible that the saved_model in memory could still be used afterward.
Add byte swapping in loader_impl.py close to where loading from file happens and remov... | {
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"This commit seems to have introduced 4 unit test failures on ARM_CI.\r\nhttps://github.com/tensorflow/tensorflow/actions/runs/4743110078",
"Hi @elfringham - These are from `test_invalid_shape` in `tensorflow/python/kernel_tests/math_ops/tensordot_op_test.py` due to inconsistent error messages thrown by `MklMatMu... | 2023-04-18T16:32:56 | 2023-04-20T09:26:25 | 2023-04-19T12:10:24 | CONTRIBUTOR | null | false | {
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"@nSircombe @milpuz01 @penpornk ",
"Marked as draft until we have performance numbers to justify the change",
"@cfRod This PR is in draft, any update on this? Please. Thank you!",
"Hi @gbaned I have updated this PR 2 weeks ago.."
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"Hello @alankelly, We would highly appreciate your review. Thank you very much.",
"@sirakiin Can you PTAL at this, I am unfamiliar with the delegate interface. Thanks!",
"Would this be possible to be merged? Thank you very much."
] | 2023-04-18T13:42:10 | 2023-06-09T09:54:15 | 2023-06-09T09:54:14 | CONTRIBUTOR | null | false | {
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"Hi @elfringham ,\r\n\r\nThanks for reporting. I would like to know whether this is docker specific? can we replicate it with linux environment? If so please provide command(s) that replicates the reported behaviour. Thanks!\r\n",
"@SuryanarayanaY Sorry but the behaviour is too intermittent to draw any conclusion... | 2023-04-18T13:30:50 | 2023-05-09T21:36:46 | 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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"To add more context: \r\n\r\nIn the Netron visualizer, this is what I want it to look like:\r\n\r\n\r\nbut when executing the code from above this is what i get:\r\n
from tensorflow.keras.models import Model
input_size=(144, 256, 3)
inputs = Input(input_size, batch_size=1)
conv2d = Conv2D... | {
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Error was seen while building TF 2.12 on Power. Same error is also encountered when TF IO 0.32 and TF text 2.12 are built as they also use Tensorflow 2.12 during their build. | {
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"@changyushun,\r\nAFAIK you are trying to run the mentioned code directly. Before executing the code, please try to import the dependencies as well. And also I guess, you are trying to execute the pose_classification.ipynb file.\r\nhttps://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/g3doc/tutorial... | 2023-04-18T09:19:55 | 2023-04-19T01:49:10 | 2023-04-19T01:49:07 | 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
### Custom Code
No
### OS Platform and Distribution
mac
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
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"Fixes #60328 "
] | 2023-04-18T08:42:24 | 2023-08-22T14:08:37 | 2023-04-18T17:53:19 | CONTRIBUTOR | null | false | {
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"@TensorFlow-MKL FYI. Let us know if you see performance regression.",
"Closing the PR since it's merged in https://github.com/tensorflow/tensorflow/commit/f7d95b05044dd3ac318bcca7a5a7bfbc7336b88e"
] | 2023-04-18T08:31:17 | 2023-05-03T14:47:16 | 2023-05-03T14:47:13 | CONTRIBUTOR | null | false | {
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} | This PR improves the current TensorFlow scheduler by implementing a recursive version that makes spinning up threads for MKL primitives more efficient.
Here is an example of the before the recursive scheduler:
<p align="center">
<img src="https://user-images.githubusercontent.com/129947394/232718078-c7c7bb17-fb... | {
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"Hi @aanujdu Thanks for reporting the issue.\r\n\r\n@sachinprasadhs I was able to reproduce this issue. Please find the gist [here](https://colab.research.google.com/gist/pjpratik/9c96fb3cba7c1af242b9af95d342bbc8/60345.ipynb).\r\n\r\nThanks.",
"The issue seems to be with the representative dataset which you are u... | 2023-04-18T05:51:45 | 2023-05-09T01:54:50 | 2023-05-09T01:54:48 | NONE | null | null | null | ### 1. System information
I am using Google Colab. Gives the output Linux a0c9eeb98a07 5.10.147+ #1 SMP Sat Dec 10 16:00:40 UTC 2022 x86_64 x86_64 x86_64 GNU/Linux, when I run uname -a.
Tensorflow Version: 2.12.0
### 2. Code
Reference [TensorFlow Model Colab](https://colab.research.google.com/drive/1Qq2CdEK... | {
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"Hi, To make it clear to you the information mentioned in the TFSA\r\n\r\n `The fix will be included in TensorFlow 2.8.0. We will also cherrypick this commit on TensorFlow 2.7.1, and TensorFlow 2.6.3, as these are also affected and still in supported range.` \r\n\r\nstates that the fix was included in the mentioned... | 2023-04-18T05:13:16 | 2023-04-26T15:14:48 | 2023-04-26T15:14:45 | NONE | null | null | null | ### System information
- **Have I written custom code (as opposed to using a stock example script
provided in TensorFlow)**: N/A
- **OS Platform and Distribution (e.g., Linux Ubuntu 16.04)**: N/A
- **Mobile device (e.g. iPhone 8, Pixel 2, Samsung Galaxy) if the issue
happens on a mobile device**: N... | {
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"Hi @Stave604671 , \r\n\r\nFrom the log stack it seems related to java environment and logged under warning and it might not affect the build. Could you please confirm whether the build is failing or just you want to report about warnings ?\r\n\r\nWith latest versions I am sure there is no problem with builds.We ha... | 2023-04-18T04:48:42 | 2023-05-24T01:58:16 | 2023-05-24T01:58:14 | 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
r2.6
### Custom Code
Yes
### OS Platform and Distribution
linux ubuntu18.04 jetpack461
### Mobile device
_No response_
### Python vers... | {
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"@Henriklimseth,\r\nCould you please try using [get_statistics_html](https://www.tensorflow.org/tfx/data_validation/api_docs/python/tfdv/get_statistics_html) that generates the HTML objects and calling those instead of the visualize functions. \r\n\r\nThen, try to visualize those functions with the DataBricks .[dis... | 2023-04-17T10:12:32 | 2023-05-17T01:56:29 | 2023-05-17T01:56:27 | 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
2.9.1
### Custom Code
Yes
### OS Platform and Distribution
Databricks runtime 11.3 LTS ML
### Mobile device
_No response_
### Python version
3.... | {
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"@WenTheProgrammer \r\nI tried to replicate the issue on Colab using TF v2.12 but facing a different error. Could you please provide all dependencies and detailed steps to replicate the issue reported here ?\r\nPlease find the gist [here](https://colab.research.google.com/gist/tiruk007/ce6db2a01e2f147c24d1383e9f... | 2023-04-17T03:30:02 | 2023-05-13T16:49:45 | 2023-05-13T16:49:42 | NONE | null | null | null | I would like to train a EfficientNetB7 model from scratch to classify 2D arrays into two 2 classes, but it seems like I did not prepare my data in the correct format. Currently my `x_train` is a list of float64 arrays with a 600x600 size, my `y_train` is a list of integers that are either 0 or 1. Of course `x_train` an... | {
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"This is supposed to be a performance issue, and I thought I labeled it as such",
"Colab Link which also shows a tensorboard trace, where we don't see anything but IDLE time after the lookup\r\nhttps://colab.research.google.com/drive/1W7_VLsGW-pfW2FVpAuRqECTaEFEmalwf?usp=sharing",
"Looks to be specific to keras... | 2023-04-16T20:06:33 | 2023-06-29T17:27:47 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Performance
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
v2.11.0-rc2-17-gd5b57ca93e5 2.11.0
### Custom Code
No
### OS Platform and Distribution
os platform: Linux-4.19.0-23... | {
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"Hi @airvzxf, Apologies for the delay. \r\n I tried replicating the issue in Colab using Tensorflow 2.12 with a similar dataset, when using the syntax `metrics=[accuracy, Precision()]` I get 0.0 accuracy. Kindly refer to the gist [here](https://colab.sandbox.google.com/gist/synandi/e4a3e2670dae347f5995bc9a032f3544/... | 2023-04-16T15:52:19 | 2023-05-17T04:21:36 | 2023-05-17T04:21:34 | 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 v2.12.0-rc1-12-g0db597d0d75 2.12.0
### Custom Code
Yes
### OS Platform and Distribution
Arch Linux | BUILD_ID: rolling | Linux kernel 6.2.10
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"@stonecropa,\r\nCould you please provide the complete code to debug the issue. Also Please don't file vulnerabilities on GitHub. Please consult https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md and follow rules for responsible disclosure. Thank you!",
"[Uploading RectifiedFlow-main (1).zip…]()\r\n... | 2023-04-16T11:00:00 | 2023-05-28T02:01:52 | 2023-05-28T02:01:49 | 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
Yes
### OS Platform and Distribution
ubuntu 2004
### Mobile device
_No response_
### Python version
Python3.8.16
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"@SuryanarayanaY \r\nI was able to reproduce the issue on colab using tf2.12 and TPU but it is working as expected on the GPU. Please find the gist of [TPU](https://colab.research.google.com/gist/tiruk007/9ef6fcbbf829dfad381dee7615a7b771/tpu.ipynb) & [GPU](https://colab.research.google.com/gist/tiruk007/341fc13fcaa... | 2023-04-16T09:22:35 | 2023-05-25T16:33:19 | 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
2.12
### Custom Code
Yes
### OS Platform and Distribution
Colab
### Mobile device
_No response_
### Python version
_No response_
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"Hi @Rexblk81, We see that the issue [template]( https://github.com/tensorflow/tensorflow/issues/new/choose) has not been filled, could you please do so as it helps us analyze the issue [tf version, steps followed before you ran into this error or stand alone code/colab gist to reproduce the issue] faced. Thank you... | 2023-04-16T03:07:24 | 2023-04-18T15:34:50 | 2023-04-18T15:34:50 | NONE | spam | null | null | <spam removed> | {
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"Yes, it is possible to convert the data type of a TensorFlow Lite (TFLite) model to int8. One way to do this is to use the TensorFlow Lite Converter, which provides options for quantizing and converting the data type of a TFLite model.\r\n\r\nTo convert the data type of a TFLite model to int8, you can use the tf.l... | 2023-04-15T09:17:33 | 2023-04-17T14:47:30 | 2023-04-17T14:47:28 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Others
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.11
### Custom Code
Yes
### OS Platform and Distribution
linux ubuntu 20
### Mobile device
linux ubuntu 20
### Python version
3.10.6
### B... | {
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"The error message \"AttributeError: module 'tensorflow' has no attribute 'version'\" suggests that TensorFlow is not properly installed or loaded in your Python environment.\r\n\r\nHere are some suggestions that you can try to resolve the issue:\r\n\r\n- Check the TensorFlow installation: Make sure that TensorFlow... | 2023-04-15T01:28:54 | 2024-05-16T20:17:20 | 2023-07-29T01:50:21 | 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
win10
### Mobile device
_No response_
### Python version
Python3.8.16
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"@ben-arnao \r\nTensorFlow Addons (TFA) has ended development and introduction of new features.\r\nTFA has entered a minimal maintenance and release mode until a planned end of life in May 2024.\r\nPlease modify downstream libraries to take dependencies from other repositories in our TensorFlow community (e.g. Kera... | 2023-04-14T21:03:27 | 2023-04-21T04:25:09 | 2023-04-21T04:25:06 | 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
2.12
### Custom Code
Yes
### OS Platform and Distribution
Windows 10
### Mobile device
_No response_
### Python version
3.10
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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/60331/checks?check_run_... | 2023-04-14T20:28:32 | 2023-04-15T00:11:13 | 2023-04-14T20:43:15 | NONE | null | false | {
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"Hi @yufang67, Apologies for the delay.\r\nThank you for reporting the issue. I was able to replicate the issue using Tensorflow 2.9.2 in Ubuntu 20.04. Please find the screenshot below. \r\n\r\n It seems l... | 2023-04-14T17:54:42 | 2023-09-22T13:35:53 | 2023-06-28T02:08:54 | 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
2.9.3
### Custom Code
Yes
### OS Platform and Distribution
ubuntu 20.04
### Mobile device
_No response_
### Python version
3.8
### Bazel versi... | {
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"@sanket-2712 \r\nCould you please provide more information(like TensorFlow version, OS, Python version, e.t.c) and detailed steps to replicate the issue reported here ?\r\n\r\nThank you !",
"This issue is stale because it has been open for 7 days with no activity. It will be closed if no further activity occurs.... | 2023-04-14T15:05:51 | 2024-02-09T08:55:24 | 2024-02-09T08:55:21 | NONE | null | null | null | ```
import os
import pickle
import numpy as np
from tqdm.notebook import tqdm
from tensorflow.keras.applications.vgg16 import VGG16, preprocess_input
from tensorflow.keras.preprocessing.image import load_img, img_to_array
from tensorflow.keras.preprocessing.text import Tokenizer
from tensorflow.keras.preproce... | {
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"Fixed by merge of #60347 ",
"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/60328\">Yes</a>\n<a href=\"https://d... | 2023-04-14T11:55:07 | 2023-04-19T08:24:43 | 2023-04-19T08:24:40 | 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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"Hi @tilakrayal Can you please check @fergushenderson's comments ? 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.",
"Hi @tilakrayal Any update on this PR? Please. Thank you!",
"Hi @tilakrayal Any update on this ... | 2023-04-14T10:52:29 | 2023-08-08T14:43:53 | 2023-06-21T07:18:00 | CONTRIBUTOR | null | false | {
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"@ProgrammerPeter \r\nHi, Thanks for opening the issue,\r\n\r\nIt seems like the libtensorflow_cc.so.2 file is not being included in the generated TensorFlow wheel file. Here are a few suggestions to fix the issue:\r\n\r\nTry building the TensorFlow package again with the following command:\r\n```sh\r\nbazel build ... | 2023-04-14T09:42:40 | 2023-09-04T11:19:07 | 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 2.13.0
### Custom Code
Yes
### OS Platform and Distribution
Linux
### Mobile device
_No response_
### Python ver... | {
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"@ShreeVishal,\r\nThe TensorFlow example package is not available on PyPI. We can clone the TensorFlow example repository from GitHub and try to run the examples.\r\n\r\nCould you please try to use the following command\r\n `!git clone https://github.com/tensorflow/examples.git`\r\n\r\nThe above statement will down... | 2023-04-14T08:26:21 | 2023-04-29T01:54:09 | 2023-04-29T01:54:07 | NONE | null | null | null | 
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"p.s. these 4 parameters have different type and size, so it is not possible to concatenate them as a single parameter",
"@harborsarah \r\nCould you please provide reproducible code or Colab gist to replicate the issue reported here ? Also Could you please try something as mentioned below. \r\n\r\nThis is the a... | 2023-04-14T07:33:08 | 2023-05-11T01:54:11 | 2023-05-11T01:53:55 | 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
tf 2.8
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"Hi @ezhulenev Can you please review this PR ? Thank you!",
"Adding @jyingl3 here because I'm not super familiar with this part of TF.",
"Discussed with @chuanhaozhuge. Chuanhao is working on changes related to GPU so will let Chuanhao review this PR."
] | 2023-04-14T07:17:11 | 2023-07-07T01:00:35 | 2023-07-07T01:00:32 | CONTRIBUTOR | null | false | {
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} | This works as one part of the whole multi-stream feature, which is proposed in this [PR](https://github.com/tensorflow/tensorflow/pull/59843), but can also be used independently.
In TensorFlow, there are at least three streams in one stream group: 1 compute stream, 1 h2d stream, and 1 d2h stream. This is designed to... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60322 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60322/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60322/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60322/events | https://github.com/tensorflow/tensorflow/pull/60322 | 1,667,664,717 | PR_kwDOArmXAs5OS_dc | 60,322 | Enable graph-level multiple streams execution. | {
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"See some related documentation here: https://docs.google.com/document/d/1yL3lWk_iFKqLTyekkuaiKXZ78I0lPmD5kM1fghHRs4Y/edit"
] | 2023-04-14T07:17:03 | 2023-07-07T01:00:43 | 2023-07-07T01:00:40 | CONTRIBUTOR | null | false | {
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} | This works as the basic implementation of the whole multi-stream feature, which is proposed in this [PR](https://github.com/tensorflow/tensorflow/pull/59843).
Multi-stream greatly speed up the execution of the model in high concurrency scenarios by putting different queries on different stream groups. The total numb... | {
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"> \r\n\r\nThanks @penpornk for the review and providing the fix. We have tested on networks and it has no functional issues . I haven’t done a full nopip test run . Let me kick off locally . Does CI cover the who suite ?",
"@kulinseth Thank you!\r\n\r\n> Does CI cover the who suite ?\r\n\r\nYes, the MacOS CI sho... | 2023-04-14T06:37:25 | 2023-05-20T15:42:59 | 2023-05-20T15:42:53 | CONTRIBUTOR | null | false | {
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} | Disable the Eigen max align check as we use custom device memory allocator in Metal plugin.
Skip one os the Jacobian gradient test which is failing as a result of this.
cc @penpornk | {
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"@stonecropa,\r\nHi, Thanks for opening the issue.\r\n\r\n```\r\nStep 1: pip uninstall protobuf\r\nStep 2: pip install protobuf==3.20.0\r\n\r\nor any other lower version:\r\nhttps://pypi.org/project/protobuf/#history\r\n```\r\nWe have upgraded the protobuf dependency to 3.21.9 (4.21.9) for python from Tensorflow ve... | 2023-04-14T02:06:39 | 2023-05-17T01:56:32 | 2023-05-17T01:56:30 | 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
tf2.11.0
### Custom Code
Yes
### OS Platform and Distribution
win10
### Mobile device
_No response_
### Python version
3.9.16
### Bazel ve... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60319 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60319/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60319/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60319/events | https://github.com/tensorflow/tensorflow/pull/60319 | 1,666,935,365 | PR_kwDOArmXAs5OQlEN | 60,319 | [NVIDIA XLA] FP8 Matmul BiasAdd fusion for high rank input | {
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"Hi @wenscarl Can you please resolve conflicts? 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 is not stale. It requires https://github.com/tensorflow/tensorflow/pull/60409 to be merged first. I'll reop... | 2023-04-13T18:32:06 | 2023-07-31T11:56:54 | 2023-07-31T11:56:53 | CONTRIBUTOR | null | false | {
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"Hi @alankelly Can you please review this PR ? Thank you!",
"Hi @alankelly Can you please review this PR ? Thank you!",
"Hi @alankelly Can you please review this PR ? Thank you!",
"Hi @JunyoungLim Can you please review this PR ? Thank you!",
"Hi @JunyoungLim Can you please review this PR ? Thank you!",
"H... | 2023-04-13T18:28:27 | 2023-11-14T18:51:07 | 2023-11-14T18:51:06 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-11-... | This commit adds the support for int64 for the split op.
As mentioned in #50636
- int64 is already supported for concat and split_v ops
- Adding the support for int64 minimizes the use of SELECT_TF_OPS
Fixes #50636
Thanks. | {
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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/60317/checks?check_run_... | 2023-04-13T15:33:48 | 2024-06-07T16:06:59 | null | NONE | null | false | {
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} | Currently, the "FLOOR" operation is not properly supported on the GPU delegate. The underlying opencl/opengl implementation exists but the operation type is missing in operation_selector.cc, which prevents from using the floor op. | {
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