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"Hi, @goruck \r\n\r\nIt seems like you're trying to use legacy Keras code which is stale and about to be deleted. we have added warning on [that page](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/python/keras#stop) and The current Keras code lives in [github/keras-team/keras](https://github.com/k... | 2023-02-08T13:12:17 | 2023-02-09T03:04:26 | 2023-02-09T03:04:25 | 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 20.04.5 LTS
- **Mobile device (e.g. iPhone 8, Pixel 2, Samsung Galaxy) if the issue
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"@mazeltovlee \r\nI was able to reproduce the issue on Colab using TF v2.11 and tf-nightly. Please find the gist of [TF v2.11](https://colab.research.google.com/gist/tiruk007/104184ad07c155074f46055be5db683f/untitled117.ipynb) and [tf_nightly-2.13.0.dev20230212](https://colab.research.google.com/gist/tiruk007/c35fe... | 2023-02-08T12:54:22 | 2023-03-02T12:04:30 | 2023-03-02T11:06:33 | 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
2.11.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.8
### Bazel ver... | {
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"close it as https://github.com/tensorflow/tensorflow/commit/e9bd1094b7d3c047ff6abbe503e124f253ea29ce has fixed it\r\n\r\nThanks! @cheshire "
] | 2023-02-08T12:32:54 | 2023-02-09T12:00:40 | 2023-02-09T12:00:36 | CONTRIBUTOR | null | false | {
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This PR fixes it.
@cheshire Thanks in advance! | {
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"Hi @AbhisekOmkar 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"
] | 2023-02-08T10:40:09 | 2023-02-08T14:58:33 | 2023-02-08T14:58:33 | NONE | null | false | {
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} | The code is a script for populating and serializing/deserializing layers in TensorFlow. Some improvements that can be made to the code include:
Grouping related imports: Instead of having all the imports at the top of the script, they can be grouped and separated based on the module they belong to. This will make th... | {
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"it is related to intializers in general - https://github.com/tensorflow/tensorflow/issues/57763 . Resolving this issue.",
"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.2... | 2023-02-08T10:18:11 | 2023-02-10T05:37:32 | 2023-02-08T11:18:11 | 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
2.11
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04.5 LTS
### Mobile device
_No response_
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"Since #59606 was merged, this is ready for review :)",
"cc @rsuderman @jpienaar",
"(I don't know why AMD build failed here)",
"friendly ping if you have some free time :) - the AMD build failure doesn't look related"
] | 2023-02-08T10:08:28 | 2023-04-12T11:45:58 | 2023-04-12T10:48:19 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-04-... | In the case the provided fft_length > the input height or width, a tfl.pad operation is automatically inserted. When fft_length < the input height or width, a slice is manually inserted to crop the input.
~Note: this PR relies on commits from #59606 and therefore also contains the contents of #59606.~
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"@NatashaKnk for visibility given you are looking close to here.",
"Hi, it looks like something failed CI, but because its an internal check I wasn't able to take a look: `Google internal checks FAILED for runs with create time 2023-02-20T18:50`, is there a way I can view more information about the error?",
"I ... | 2023-02-08T10:03:37 | 2023-03-01T15:01:40 | 2023-03-01T15:00:31 | CONTRIBUTOR | null | false | {
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"Thanks for the feature request. AFAIK, we don't have anything planned for the minimal tensorflow version to reduce the dependency packages.\r\n@learning-to-play , Could you please take a look into this request.\r\n"
] | 2023-02-08T08:17:31 | 2023-03-20T02:36:57 | 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
2.11.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No re... | {
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"#0 0x0000007ff7d01710 in strlen () from /lib/aarch64-linux-gnu/libc.so.6\r\nhttps://github.com/google-coral/edgetpu/issues/1 0x0000007ff5ac1264 in tflite::InterpreterBuilder::ParseSignatureDefs(flatbuffers::Vector<flatbuffers::Offsettflite::SignatureDef > const*, tflite::Interpreter*) ()\r\nfrom /usr/lib/python3/d... | 2023-02-08T06:41:45 | 2024-02-17T08:18:13 | 2023-02-13T01:15:03 | NONE | null | null | null | ### 1. System information
- Mendel Linux
- Pycoral package (built in for coral dev board mini)
### 2. Code
Model Training Link:
https://colab.research.google.com/drive/1rk9Pe115dg5Njwh_5g-sh3m7ShVXiNyN
TF Lite Conversion Link:
https://colab.research.google.com/drive/18HPUPVdvBIyPh9z2rd338phJRCQSf7QC#scro... | {
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"Hi @joesho112358 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 was closed because it has been inactive for 14 days since being marked as stale. Please reopen if you'd... | 2023-02-08T05:35:11 | 2023-04-19T01:56:05 | 2023-04-19T01:55:58 | CONTRIBUTOR | null | false | {
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} | Noticed a couple things when reading through that I think will help with readability at least. | {
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"Hi @vysarge 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.",
"Conflicts have been resolved.",
"Hi @JXRiver Can you please review this PR ? Thank you!",
"Hi @JXRiver Can you p... | 2023-02-08T01:38:50 | 2023-11-01T18:21:13 | 2023-11-01T18:21:10 | NONE | null | false | {
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} | Adds a new op, SparseIndicesToRaggedRowSplits, and modifies `RaggedTensor.from_sparse` to use this op in place of the previous implementation. On a single A100-40GB GPU, my tests showed a speedup of 5x up to 150x depending on the input SparseTensor. The op is also implemented for CPU.
This op accepts SparseTensor i... | {
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"@linuxreitt Could you please make sure to check the tested build configuration as mentioned [here](https://www.tensorflow.org/install/source#tested_build_configurations) and use the latest TF version.\r\nThank you! ",
"This issue has been automatically marked as stale because it has no recent activity. It will b... | 2023-02-07T22:33:18 | 2023-02-24T06:07:05 | 2023-02-24T06:07:02 | 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
tensorflow-rocm 2.10.1.540 / tensorflow 2.2.3
### Custom Code
Yes
### OS Platform and Distribution
Linux PikaOS 22.10
### Mobile device
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"Hi, You can find the source code for all the implementation of MLIR on TFLite here https://github.com/tensorflow/tensorflow/tree/master/tensorflow/compiler/mlir/lite/ir.\r\nThe source code is mainly implemented in `C/C++` and `.td `",
"This issue has been automatically marked as stale because it has no recent ac... | 2023-02-07T21:40:43 | 2023-03-09T22:44:33 | 2023-03-09T22:44:23 | NONE | null | null | null | I had a question. I am currently working on a project with the Google Coral TPU. Essentially, we found that the coral TPU doesn't support every operation supported by tflite and we wanted to make the coral support more operations. I see that all the functions supported by tflite are documented here: https://www.tensorf... | {
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"@penpornk I have addressed your review comments. Can you please take a look?",
"Hi @penpornk Can you please review this PR ? Thank you!",
"@penpornk Gentle reminder for PR review. Please let me know if you have any questions. Thanks.",
"@penpornk Thanks for the PR review. I have addressed all your review co... | 2023-02-07T20:34:29 | 2023-04-10T20:19:37 | 2023-04-10T16:59:40 | CONTRIBUTOR | null | false | {
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} | This PR adds a build flag to conditionally compile with oneDNN v3.x. It also adds support for oneDNN v3.x in `mkl_util.h`.
To build with oneDNN v3.x, pass `--config=mkl --define=build_with_onednn_v3=true --define=build_with_onednn_v2=false`. | {
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"merged_at": "2023-02-... | Adds `CollectiveAllToAllV2` op. This op is similar to `CollectiveAllToAllV3` but uses tensor inputs for the collective parameters instead of a resource.
In a future PR, I will add a `DTensorAllToAll` op which will be lowered to this `CollectiveAllToAllV2` op.
cc @rainwoodman @bfontain | {
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"@dburian Thanks for reporting the issue.\r\n\r\nI have tried in google colab and the auto complete suggestions are working fine. Please refer the below screenshot.\r\n\r\n\r\n\r\nI have tried with other ... | 2023-02-07T18:00:20 | 2023-02-13T10:24:25 | 2023-02-13T10:24:22 | 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
2.11.0 (v2.11.0-rc2-17-gd5b57ca93e5 ), 2.13.0-dev20230207 (v1.12.1-88998-gf03d41b6f8b)
### Custom Code
No
### OS Platform and Distribution
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"Hi, @SuryanarayanaY \r\n\r\nCould you please look into this issue? Thank you!",
"Hi @RoboTux ,\r\n\r\nCould you please confirm the sequence of commands you used for build.\r\nAlso please provide the error logs that may help us to analyse the issue. Thanks!",
"1. Delete bazel cache\r\n2. Run `bazel build --conf... | 2023-02-07T17:14:13 | 2024-03-11T09:27:29 | 2024-03-11T09:27:25 | 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
master
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.1... | {
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"merged_at": "2023-03-... | Fixed few typos in model maker object detection tutorial. If applied, this commit will update the [document](https://www.tensorflow.org/lite/models/modify/model_maker/object_detection) for better readability. Please do the needful. Thank you. | {
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In the official blog post, [HERE](https://www.tensorflow.org/tutorials/distribute/custom_training), it is discussed about the process for single device and multiple device training using `Keras` API. But I've found it quite ambigous to understand the right procedue when you want to do both, [o... | {
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"before above error, it happened\r\nERROR: --experimental_link_static_libraries_once=false :: Unrecognized option: --experimental_link_static_libraries_once=false\r\n.so I delete experimental_link_static_libraries_once option",
"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.c... | 2023-02-07T09:44:10 | 2023-02-07T14:49:01 | 2023-02-07T11:27:09 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.10 or 2.11
### Custom Code
Yes
### OS Platform and Distribution
ios
### Mobile device
iphone
### Python version
3.7
### Bazel version
_No r... | {
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This fixes the crash in TFXLA MLIR bridge when the input tensor has a rank of 0. This also makes its behavoir more consistent with TF core kernel.
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"@dhruvsreenivas Thanks for reporting issue.\r\n\r\nPosting relevant issue threads [#58606](https://github.com/tensorflow/tensorflow/issues/58606), [#57690](https://github.com/tensorflow/tensorflow/issues/57690), [56624](https://github.com/tensorflow/tensorflow/issues/56624).\r\n\r\n@sushreebarsa Could you please l... | 2023-02-06T23:17:50 | 2023-03-09T14:51:36 | 2023-03-09T14:47:23 | 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
tf 2.9
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.9
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"Hi, @trickiwoo \r\n\r\nI was able to replicate the issue on `Ubuntu 20.04` with `tf-nightly-2.13.0-dev20230204` with GPU and even I also replicated on Google Colab(`GPU`) with `tf-nightly-2.13.0-dev20230207` here is [gist file](https://colab.research.google.com/gist/gaikwadrahul8/548c2266dc8e4f53b60bd8617830e9f2/-... | 2023-02-06T21:21:55 | 2023-02-21T19:07:08 | 2023-02-21T19:07:05 | 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
2.13.0.dev20230204
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04.4 LTS
### Mobile device
_No response_
### Python version
3... | {
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"@trickiwoo \r\nI was able to reproduce the issue on Colab using tf-nightly but I was able to execute the given code on Colab using TF v2.11. tf-nightly which is unstable, Could you please try on the latest stable version which is TF v2.11 and find the gist of [TF v2.11](https://colab.research.google.com/gist/tiruk... | 2023-02-06T21:09:47 | 2023-02-22T21:07:05 | 2023-02-22T21:07:02 | 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
2.13.0.dev20230204
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04.4 LTS
### Mobile device
_No response_
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"@penpornk Hi, I notice that there is a failure with \"feedback/copybara\" check but I could not access the \"Details\". \r\n\r\nPlease let me know if there is anything I need to do. Thanks!",
"Hi @gzmkl,\r\n\r\nIt was failing internal Windows CPU presubmit (not sure why the github one didn't fail..)\r\nThe test... | 2023-02-06T21:02:06 | 2023-02-22T18:28:52 | 2023-02-21T21:53:43 | CONTRIBUTOR | null | false | {
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https://github.com/tensorflow/tensorflow/pull/59437
for all oneDNN quantization ops:
The PR adds boundary (rank) check for min-max tensors of all oneDNN quantized ops, which will prevent NPE (null-pointer exception).
With the added check, index access to an element c... | {
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"Hi @aurelliafirsty,\r\nIn order to expedite the trouble-shooting process, we request you to share the colab link to replicate the issue reported here. Thank you!\t\r\n",
"https://colab.research.google.com/drive/14Kczx0SrM_t3zvLagbqtesnfF0gieEtZ?authuser=2",
"I'm facing a different error while replicating the... | 2023-02-06T13:51:44 | 2023-11-06T21:41:30 | 2023-03-01T08:07:03 | 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
2.9.2
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.8
### Bazel versi... | {
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"@agoeroeg Thanks for reporting the issue.\r\n\r\nI tried to replicate the issue in TF v2.3 and and in the latest TF v2.11 using a [simple MNIST convnet](https://keras.io/examples/vision/mnist_convnet/) .\r\n\r\nI have observed the reported behaviour in TF 2.3 where as in TF 2.11 I was able to get the `initial_valu... | 2023-02-06T12:08:28 | 2023-02-21T12:07:09 | 2023-02-21T12:07:04 | 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
'2.3.0'
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No ... | {
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"Hi, @maybeLee \r\n\r\nI was able to replicate the issue on Google Colab and I tried with latest stable version of Tensorflow `2.11` and also tried with `tf-nightly-2.13.0-dev20230207` but it's returning `inf` and for your reference I have added [gist file](https://colab.research.google.com/gist/gaikwadrahul8/dafdf... | 2023-02-06T11:15:37 | 2023-06-01T17:11:47 | 2023-06-01T17:11:45 | 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
2.9.2, 2.11.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.9, 3.8
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"@ralbertazzi \r\nThis issue is closed when the [PR](https://github.com/tensorflow/tensorflow/pull/59617) is merged.\r\n\r\nThank you !",
"I think we have some clean up to do before getting rid of six; let me get back to you on this.",
"Hi, thanks for bringing this to our attention! Yeah, we should definitely g... | 2023-02-06T10:10:54 | 2023-02-09T21:00:33 | null | 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
2.13.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
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"need to work with a counterpart change in mlir: https://reviews.llvm.org/D143312",
"close this PR as discussed that the choice of using the operand type for those arguments has a better chance to support dynamic-shaped model."
] | 2023-02-06T08:00:57 | 2023-02-23T23:20:22 | 2023-02-23T21:15:32 | CONTRIBUTOR | null | false | {
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} | Argument `padding` and `pad_const` are operands in the implementation, but in TOSA spec they are attributes.
Change-Id: I63046235597a2d0a6cc89c5178658b251862bd8b | {
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"I think it is related to the hostlist expansion, fix here #58033, because your nodelist is:\r\n\r\n```\r\nnode[01-04]\r\n```\r\nBut Tensorflow got:\r\n\r\n```\r\nnode1, node2, node3 and node4.\r\n```\r\n\r\nInstead of:\r\n\r\n```\r\nnode01, node02, node03 and node04.\r\n```\r\n",
"> I think it is related to the ... | 2023-02-06T01:49:20 | 2023-02-07T00:23:30 | 2023-02-07T00:23:27 | 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
tensorflow-aarch64 2.11.0
### Custom Code
No
### OS Platform and Distribution
Ubuntu 22.10
### Mobile device
_No respo... | {
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"@dazheyizu We see that the issue [template]( https://github.com/tensorflow/tensorflow/issues/new?assignees=&labels=&template=tensorflow_issue_template.yaml) has not been filled.\r\n\r\nCould you please do so as it helps us analyze the issue (TF version, steps followed before you ran into this error or stand alone ... | 2023-02-05T12:53:14 | 2023-02-20T08:07:07 | 2023-02-20T08:07:04 | NONE | null | null | null | ./tensorflow/stream_executor/stream.h(2165): warning: type qualifier on return type is meaningless
./tensorflow/stream_executor/stream.h(2168): warning: type qualifier on return type is meaningless
./tensorflow/core/kernels/topk_op_gpu.h(440): warning: integer conversion resulted in a change of sign
ERROR: /so... | {
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"Hi, @trickiwoo \r\n\r\nApologize for the delay and I was able to replicate the same issue on `Ubuntu 20.04.4 LTS` with `tf-nightly-2.13.0-dev20230206 `and even on Google Colab also, here is [gist file](https://colab.research.google.com/gist/gaikwadrahul8/cfcda98f2a4b78077ead45364fd6a2d3/-59570-tf-nightly.ipynb) fo... | 2023-02-05T03:20:37 | 2023-02-14T17:29:28 | 2023-02-14T17:29:25 | 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
2.13.0.dev20230204
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04.4 LTS
### Mobile device
_No response_
### Python version
3... | {
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"Hi @joesho112358 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"
] | 2023-02-04T09:28:32 | 2023-02-06T11:59:37 | 2023-02-06T11:59:37 | CONTRIBUTOR | null | false | {
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"Hi @MarkDaoust Can you please review this PR ? Thank you!"
] | 2023-02-04T05:53:41 | 2023-05-01T16:26:10 | 2023-03-22T17:27:13 | CONTRIBUTOR | null | false | {
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```
Major: 2 -> 2
Minor: 12 -> 12
Patch: 0 -> 0
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"Tagging @penpornk and @cantonios.",
"Eigen test also breaks after eigen update.\r\n\r\nBefore:\r\nExecuted 4597 out of 4623 tests: 4050 tests pass, 26 fail to build and 547 fail locally.\r\n\r\nAfter:\r\nExecuted 2640 out of 4629 tests: 2227 tests pass, 1989 fail to build and 413 fail locally.",
"@ke1ding Than... | 2023-02-04T00:55:46 | 2023-02-06T17:25:04 | 2023-02-06T17:25:02 | 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
master and r2.12
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04.5 LTS (Focal Fossa)
### Mobile device
_No response_
### ... | {
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"I ran your code, and benchmarked the tflite file using tensorflow/lite/tools/benchmark:benchmark_model --use_gpu=true. It ran fine on my machine. One possible issue might be if you have not synced your runtime tensorflow to include this commit: https://github.com/tensorflow/tensorflow/commit/642ccc0828a3ff8a6187f4... | 2023-02-03T22:54:22 | 2023-06-03T02:03:30 | 2023-06-03T02:03:28 | 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
Android 13
### Mobile device
Google Pixel 5 (and others)
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"The RecordRandomReader operation is part of the TensorFlow IO library, which provides support for reading data from various file formats and data sources.\r\n\r\nIf you're encountering issues with the RecordRandomReader operation, here are a few steps you can try to resolve the issue:\r\n\r\nEnsure that the data s... | 2023-02-03T22:50:25 | 2023-03-02T21:35:08 | 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
2.11
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
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"Hi, @nyadla-sys \r\n\r\nApologize for the delay and I was able to replicate the issue and I'm also getting the same error which you mentioned in the above error log and before that while following the [TensorFlow Lite C++ minimal example](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/example... | 2023-02-03T18:10:28 | 2024-01-09T18:04:55 | 2023-03-01T02:02:54 | MEMBER | null | null | null | When I run latest tensorflow lite example minimal and it is failing on Linux machine with the below error
Followed steps mentioned here and ran on x86_64 GNU/Linux
https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/examples/minimal
,,,
100%] Linking CXX executable minimal
/usr/bin/ld: te... | {
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```
opt/bin/tensorflow/compiler/xla/mlir_hlo/_virtual_includes/mlir_interpreter_framework/tools/mlir_interpreter/framework/tensor_or_memref.h:243:29: error: 'isnan' was not declared in this scope; did you mean 'std::isnan'?
243 ... | {
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"This issue can be labeled with \"Ubuntu20.04\" so that it is easier for contributors to find this OS-specific issue.",
"@DiXcipuli \r\nI tried to replicate the issue on Colab using TF v2.11 but facing a different error. Could you please provide the code with all dependencies(saved_model_dir & representative_data... | 2023-02-03T09:45:49 | 2023-06-24T02:07:44 | 2023-06-24T02:07:41 | NONE | null | null | null | ### 1. System information
- Ubuntu20.04
- TensorFlow installation : conda
- TensorFlow library 2.8.1
### 2. Code
When converting a model from Tensorflow to TFlite, I run into errors (regarding SplitV, check error below) when setting the pipeline with Int8 quantization, but not when using regular conversion (... | {
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"Forgot to include the first argument for `OP_REQUIRES_OK`. It's added now. I think that should fix the build",
"@mihaimaruseac thanks for the review! I am not sure I understand the difference between what you are asking for and the original behavior where the check fail would trigger a crash. Do you mind expandi... | 2023-02-03T06:24:59 | 2023-04-05T13:16:07 | 2023-04-04T20:07:02 | CONTRIBUTOR | null | false | {
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"Just a correction: The installed version (by compilation) is Model Maker Version: 0.3.4.\r\nI´m have not been able to update to 0.4.2.\r\n\r\n",
"Hi @hakimus2k !\r\n\r\nThe code and error log provided are not reproducible as a standalone code. Please refer to the [colab tutorial](https://colab.research.google.co... | 2023-02-02T20:27:36 | 2023-03-28T01:58:02 | 2023-03-28T01:58:00 | NONE | null | null | null | Hi there!
Invoking the kind support of brightest minds!
I´m trying to export the model created with audio_classifier.create() function, in an audio classification model using the TensorFlow Lite Model Maker library, taken from the online tutorial.
The code runs ok, identefoies the audio but if fails to expor... | {
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"Hi,\r\nI would like to contribute to this organization. But, I don't know how to. Can you suggest me what to learn ?. I have learnt about deep learning. And I have tried reading as many as issue's. Even though I have not been able to understand how to solve these issue's. So please let me know what I should learn ... | 2023-02-02T19:47:49 | 2023-02-16T08:43:46 | null | NONE | null | null | null | Are tensorcore-accelerated int8 dot/convs with XLA accessible via tensorflow APIs? https://github.com/tensorflow/tensorflow/pull/30771 suggests that int8 convs are supported, and https://github.com/tensorflow/tensorflow/issues/49140 also suggest that this functionality exists. However, the tensorflow convolution operat... | {
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"Hi @rdzhabarov Can you please review this PR ? Thank you!",
"@rdzhabarov Thanks for the review, I have addressed the comments.",
"Hi @rdzhabarov Can you please review this PR ? Thank you!",
"Hi @rdzhabarov Can you please review this PR ? Thank you!",
"Hi @rdzhabarov Can you please review this PR ? Thank yo... | 2023-02-02T17:58:57 | 2023-06-21T03:54:02 | 2023-06-21T03:54:02 | CONTRIBUTOR | null | false | {
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"Hi @rdzhabarov Can you please review this PR ? Thank you!",
"@rdzhabarov Thanks for the review. I have addressed the comment and resolved conflicts.",
"Hi @rdzhabarov Can you please review this PR ? Thank you!",
"Hi @rdzhabarov Can you please review this PR ? Thank you!",
"Hi @rdzhabarov Can you please rev... | 2023-02-02T17:46:33 | 2024-06-05T08:26:35 | null | CONTRIBUTOR | null | false | {
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- Pattern before fusion Conv2D -> Squeeze -> BiasAdd
- Pattern after fusion _FusedConv2D -> Squeeze | {
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"Hi @pjpratik Can you please resolve conflicts? Thank you!",
"Hi @gbaned , I have updated from my side. Can you please check?\r\n\r\nThanks.",
"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @vamsimanchala Can you please review this PR ? Thank you!",
"Hi @vams... | 2023-02-02T12:11:13 | 2023-11-14T17:55:36 | 2023-11-14T17:55:35 | CONTRIBUTOR | null | false | {
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"Hi, @froody \r\n\r\nApologize for the delay and I think you're trying to convert input tensor of data format `NHWC` to `NDHWC` so I'm not sure whether is it possible to do it or not but what I think input tensor of data format should be equal to output tensor of data format so `NHWC` converts to `NCHW` and `NDHWC`... | 2023-02-02T11:20:23 | 2023-03-06T06:17:45 | 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
v1.12.1-88697-g620bee79ab3 2.12.0-dev20230201
### Custom Code
No
### OS Platform and Distribution
Ubuntu 22.04
### Mobile device
_No response_
#... | {
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"@JW1992 I passed the test you wrote, but may I ask where to put that test in? I don't think `np_array_ops_test.py` has any dynamic shape test.",
"I wrote `testHVDSplit` like [jax's implementation](https://github.com/google/jax/blob/f337c00ed517d1ab012ac204d9974e167b33550c/tests/lax_numpy_test.py#L2757)"
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"merged_at": "2023-02-... | [numpy docs](https://numpy.org/doc/stable/reference/generated/numpy.hsplit.html):
> hsplit is equivalent to split with axis=1, the array is always split along the second axis except for 1-D arrays, where it is split at axis=0.
As there is no testVsplit or testHsplit in `np_array_ops_test.py`, this fix doesn't need... | {
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_Originally posted by @pjpratik in https://github.com/tensorflow/tensorflow/issues/59263#issuecomment-1383962053_ | {
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"any reference which help me getting tflite dependencies for ARM9 architecture 32-bit.",
"Hi @saimanohar1999 !\r\nCould you check with below bazel command (Bazel 5.3.0 ) . Attached [relevant document ](https://www.tensorflow.org/lite/guide/build_arm)for arm32 cross-compile \r\n\r\n`bazel build --config=elinux_ar... | 2023-02-02T05:34:25 | 2023-06-28T02:09:04 | 2023-06-28T02:09:02 | NONE | null | null | null | i am trying to build .whl file for ARM9 32-bit architecture using Bazel, but fortuanetly there is no tool to build for 32-bit. can someone help me in getting my work done. | {
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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/59520/checks?check_run_... | 2023-02-02T04:22:36 | 2023-11-15T06:58:02 | 2023-10-04T07:18:02 | CONTRIBUTOR | null | false | {
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in tensorflow/lite/python/lite.py
in tensorflow/compiler/mlir/lite/transforms/legalize_jax_random.cc
There is typo error (trivial) | {
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"Hi @Ijustakid !\r\n\r\nSorry for the late response.\r\n\r\n'clGetPlatformIDs returned -1001' indicates that you have not included opencl header files properly or Gpu drivers have not configured properly. [Ref](https://stackoverflow.com/a/24336429/11530462).\r\n\r\nIf you are trying to use GPU acceleration through... | 2023-02-02T03:19:29 | 2023-02-27T10:07:05 | 2023-02-27T10:07:02 | NONE | null | null | null | **System information**
- Android Device information (use `adb shell getprop ro.build.fingerprint`
if possible): Redmi/rembrandt/rembrandt:13/TP1A.220624.014/23.1.31:user/release-keys
- TensorFlow Lite in Play Services SDK version (found in `build.gradle`): 29
- Google Play Services version
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"Hi, @froody \r\n\r\nWe 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... | 2023-02-02T01:55:43 | 2023-02-13T13:12:42 | 2023-02-13T13:12:42 | NONE | null | null | null | https://github.com/tensorflow/tensorflow/blob/4aec415b3f06b19c380d1a0ca92cc2de0d74cc21/tensorflow/compiler/tf2tensorrt/convert/convert_nodes.cc#L4399-L4436
I was trying to optimize my model with tensorrt following this guide: https://docs.nvidia.com/deeplearning/frameworks/tf-trt-user-guide/index.html but I was gett... | {
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"Attaching the saved model zip file again, as I don't think it got attached above.\r\n[qam_modulator.zip](https://github.com/tensorflow/tensorflow/files/10563521/qam_modulator.zip)\r\n",
"@mohantym \r\nI was able to reproduce the issue on Colab using Tf v2.11. Please find the gist [here](https://colab.research.go... | 2023-02-02T00:30:03 | 2023-02-08T15:11:24 | 2023-02-08T15:10:58 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Ubuntu 20.04.4
- 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 reprodu... | {
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"/CC @philipphack ",
"@reedwm This is largely independent of the requirement of transposing A but not B. The column-major/row-major layout returned by GemmConfig::For doesn’t fully describe the configuration of a GEMM. Not considering batch dimensions, A and B each can have two possible contracting dimensions (0,... | 2023-02-01T21:22:57 | 2023-02-27T20:06:04 | 2023-02-27T13:28:13 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-02-... | As of 2/1/2023, cublasLt f8 matmul only support col major input(default to cublas). But calling from TF/XLA, input can be in all kinds of storage type. This PR aims to "canonicalize" fp8 matmuls by having lrs/rhs_contracting_dim={1,0} and adding necessary transposes to inputs. A reproducer of this bug restriction is lo... | {
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"Hi @maggie1059 ,\r\n\r\nAre you referring to the file in below? This is available in Master branch at below path. https://github.com/tensorflow/tensorflow/blob/master/tensorflow/tsl/profiler/protobuf/xplane.proto\r\n\r\nI downloaded the nightly wheel in colab and found all `.pb` files available at same location bu... | 2023-02-01T20:42:46 | 2023-02-23T19:40:59 | 2023-02-23T19:40:56 | NONE | null | null | null | ### Have you reproduced the bug with TF nightly?
Yes
### Tensorflow Version
tf 2.12
### Current Behaviour?
I work on the TensorFlow-DirectML plugin, and we use the .proto files included in the TF wheel to generate pb.cc/pb.h files needed by the plugin. One of the files needed is the tensorflow/tsl/prof... | {
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"it has been added in tensorflow 2.11.0",
"Hi, @hulagerushikesh \r\n\r\nApologize for the delay and as per the [NumPy 1.21.0 Release Notes](https://github.com/numpy/numpy/releases/tag/v1.21.0#:~:text=np.typeDict%20has%20been%20formally%20deprecated) `np.typeDict` has been formally deprecated so This means you are... | 2023-02-01T16:12:28 | 2023-03-07T01:29:37 | 2023-02-17T21:07:02 | 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
tf 2.9.1
### Custom Code
No
### OS Platform and Distribution
Windows 11
### Mobile device
_No response_
### Python version
3.10.5
###... | {
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"@baoachun \r\nThis issue seems to be keras issue.Please post this issue on [keras-team/keras repo.](https://github.com/keras-team/keras/issues)\r\nTo know more see;\r\n[https://discuss.tensorflow.org/t/keras-project-moved-to-new-repository-in-https-github-com-keras-team-keras/1999](https://discuss.tensorflow.org/t... | 2023-02-01T12:58:33 | 2023-02-17T02:07:05 | 2023-02-17T02:07:02 | 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
2.9.1
### Custom Code
No
### OS Platform and Distribution
centos7
### Mobile device
_No response_
### Python ve... | {
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"Any update? This program works fine on single and mult-gpu devices. But it raises issue for running on TPU node (perhaps due to unknown shape initiated in init!!). ",
"This program exhibits two behaviors presently unsupported by TPUs:\r\n\r\n1) Variables with unknown shapes.\r\n a) \"TPUs do not have registere... | 2023-02-01T11:59:16 | 2023-09-22T18:13:41 | 2023-08-04T18:37:17 | NONE | null | null | null | ### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.4.1
### Custom Code
Yes
### OS Platform and Distribution
Kaggle
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No re... | {
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"The bug in the code is that you are using the `fit` method of the `tf.keras.Model` with the `train_data` dataset, but `train_data` is not defined anywhere in the code.\r\n\r\nSolution:\r\n```\r\nmodel.fit(dataset, batch_size=1, epochs=1)\r\n```\r\n\r\nAdditionally, the `call` method of your custom `MyTransformer` ... | 2023-02-01T10:11:45 | 2024-05-31T14:54:39 | 2023-04-25T01:54:52 | 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
2.11
### Custom Code
Yes
### OS Platform and Distribution
Windows
### Mobile device
_No response_
### Python versio... | {
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"@gaikwadrahul8 please respond to this",
"Hello @smarthmaster \r\nThis error message is indicating an issue with a TensorFlow script, specifically with the line `col = ag__.ld(fen)[1].` The message says that the list index is out of range, which means that the code is trying to access an element of a list that do... | 2023-02-01T07:33:17 | 2023-02-07T04:09:43 | 2023-02-07T04:09:41 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.11
### Custom Code
Yes
### OS Platform and Distribution
windows 11
### 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/59508/checks?check_run_... | 2023-02-01T06:16:43 | 2023-11-01T18:20:07 | 2023-11-01T18:20:04 | NONE | null | false | {
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} | Modifies `row_lengths()` and `value_rowids()` methods of the RowPartition class to store their outputs by default when first called if they have not already been precomputed; the stored value will be returned instead of re-computing when called again (~9x speedup for `row_lengths()` and ~37x speedup for `value_rowids()... | {
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