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"Unit test failure introduced by https://github.com/tensorflow/tensorflow/commit/c09dcc2c7d07a84cdb9f9b5342d7803f5dbc50b3"
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"@mengran1234,\r\nCould you please provide the complete code to reproduce the issue which helps us to analyse the issue in an effective way. Thank you!",
"I calls this three function loop on ios,and find memory leak\r\nuse TFLGpuDelegateCreate --》 TfLiteInterpreterModifyGraphWithDelegate --》 TFLGpuDelegateDelete\... | 2023-05-18T08:57:48 | 2023-07-03T06:02:39 | 2023-07-03T06:02:36 | 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
_No response_
### Mobile device
_No response_
### Python version
_No response... | {
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"Hi @SiriusHsh\r\n\r\nAs this https://github.com/tensorflow/tensorflow/issues/60620#issuecomment-1553442519 suggests, please consult https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md#vulnerabilities-in-tensorflow and follow rules for responsible disclosure.\r\n\r\nThanks.",
"Hi @SiriusHsh,\r\n\r\nI... | 2023-05-18T01:55:59 | 2023-06-09T02:07:33 | 2023-06-09T02:07:24 | 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 2.14.0
### Custom Code
No
### OS Platform and Distribution
Ubuntu 18.04.6
### Mobile device
_No response_
### Python version
Python 3.8.3
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"Hi @SiriusHsh \r\n\r\nAs this [comment](https://github.com/tensorflow/tensorflow/issues/60620#issuecomment-1553442519) suggests, please consult https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md#vulnerabilities-in-tensorflow and follow rules for responsible disclosure.\r\n\r\nThanks.",
"Hi @SiriusH... | 2023-05-18T01:55:00 | 2023-06-08T02:54:39 | 2023-06-08T02:54:37 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.14.0
### Custom Code
No
### OS Platform and Distribution
Ubuntu 18.04.6
### Mobile device
_No response_
### Python version
Python 3.8.3
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"Hi @SiriusHsh \r\n\r\nAs this [comment](https://github.com/tensorflow/tensorflow/issues/60620#issuecomment-1553442519) suggests, please consult https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md#vulnerabilities-in-tensorflow and follow rules for responsible disclosure.\r\n\r\nThanks.",
"I was able ... | 2023-05-18T01:53:41 | 2023-07-19T23:22:31 | 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 2.14.0
### Custom Code
No
### OS Platform and Distribution
Ubuntu 18.04.6
### Mobile device
_No response_
### Python version
Python 3.8.3
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"I'll go ahead and make this change, \r\n\r\nThere is a bigger question, \r\n\r\n1. Can we make graph_info_->outputs() as well as similar constructions (graph_info_->variables(), graph_info_->inputs(), etc.) not externally controllable?\r\n2. If not, then we need to cover those cases as well.",
"I'm making this... | 2023-05-18T01:52:44 | 2023-08-13T01:47:09 | 2023-08-13T01:47:05 | 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
tf 2.14.0
### Custom Code
No
### OS Platform and Distribution
Ubuntu 18.04.6
### Mobile device
_No response_
### Python version
Python 3.8.3
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"Hi @SiriusHsh \r\n\r\nAs this [comment](https://github.com/tensorflow/tensorflow/issues/60620#issuecomment-1553442519) suggests, please consult https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md#vulnerabilities-in-tensorflow and follow rules for responsible disclosure.\r\n\r\nThanks."
] | 2023-05-18T01:47:55 | 2023-07-27T17:13:53 | 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 2.14.0
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 18.04.6
### Mobile device
_No response_
### Python version
Python 3.8.3
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"@Shikamaru5,\r\nTensorflow v2.10 is compatible with GCC 9.3.1, Bazel 5.1.1, cuDNN 8.1 and CUDA 11.2. Also please have a look at this officially tested build configurations for the reference.\r\nhttps://www.tensorflow.org/install/source#gpu\r\n\r\nAnd please take a glance at this issues for reference.\r\nhttps://g... | 2023-05-17T20:42:32 | 2023-07-22T01:54:53 | 2023-07-22T01:54:51 | NONE | null | null | null | Ok so I've got this issue where when I run my program I get a few different errors. I believe this likely has been brought up before but the issue that I did find, was all over the place with a ton of different edits and things which were frankly too difficult to follow, at least for me. I'm using tensorflow 2.10.0, cu... | {
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"Hi @lrstolk ,\r\n\r\nI have replicated the reported behaviour on Colab and attached screenshot below.\r\n\r\nhttps://screenshot.googleplex.com/4hm4Zj6zXvEvasR\r\n\r\nYou can use the below code to get the Tensorflow version.\r\n\r\n`!python -c \"import tensorflow as tf; print(tf.__version__)\"\r\n`\r\n",
"> Hi @l... | 2023-05-17T19:50:10 | 2023-07-07T02:08:39 | 2023-07-07T02:08:37 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.10.0=mkl_py38ha5c4042_0
### Custom Code
Yes
### OS Platform and Distribution
Windows 10.0.22621 Build 22621
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"Hi @sirno ,\r\n\r\nFirst thing I want to clear that `tensorflow-macos` was built and maintained by Apple itself . \r\n\r\nHence I tried to test the code first with Regular Tensorflow package `tensorflow`, for confirming the memory leakage problem exists with TF package also.I have executed the code on colab with G... | 2023-05-17T13:44:29 | 2023-05-19T08:12:43 | 2023-05-19T08:12:40 | 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
macOS 13.0 (22A380)
### Mobile device
Apple M1
### Python version
3.10.10
### Bazel... | {
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"**Temporary solution:** install jupyterlab=3.6.3 instead of jupyterlab=4.0.0",
"After four reinstalls with conda, TF 2.10.0 and jupyterlab 4.0.0, with no other packages added, always in a new environment, I finally gave up. To kill time, I replaced conda with mamba.\r\n\r\nSolution(?): After installing mamba, us... | 2023-05-17T09:19:07 | 2023-05-18T07:47:37 | 2023-05-18T07:47:35 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.10.0
### Custom Code
No
### OS Platform and Distribution
Windows 10
### Mobile device
_No response_
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"Thanks for your pull request! It looks like this may be your first contribution to a Google open source project. Before we can look at your pull request, you'll need to sign a Contributor License Agreement (CLA).\n\nView this [failed invocation](https://github.com/tensorflow/tensorflow/pull/60614/checks?check_run_... | 2023-05-17T09:04:03 | 2023-05-17T17:30:12 | 2023-05-17T17:30:12 | NONE | spam | false | {
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} | ``Converting model...
Model converted successfully.
Standalone code to reproduce the issue:
import tensorflow as tf
def my_function(x):
return tf.add(x, 1)
model = tf.keras.models.Sequential([
tf.keras.layers.Input(shape=(1)),
tf.keras.layers.Dense(1, activation='relu'),
my_function,
])
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"Hi @ightevenmckane1 ,\r\n\r\nIf you have any issue to bring notification please fill the template properly. Otherwise this will be treated as spam."
] | 2023-05-17T08:36:53 | 2023-05-17T17:31:11 | 2023-05-17T17:31:11 | NONE | spam | null | null | **System information**
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
- TensorFlow installed from (source or binary):
- TensorFlow version (or github SHA if from source):
**Provide the text output from tflite_convert**
```
# Copy and paste here
```
**Standalone code to reproduce the issue** ... | {
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"@dsbyprateekg,\r\nAccording to [Colab Updated to Python 3.10 7](https://medium.com/google-colab/colab-updated-to-python-3-10-27eb02daa162):\r\n\r\nColab’s fallback runtime version: Using the fallback runtime version temporarily allows access to the Python 3.9 runtime, and will be available until mid-May. This is a... | 2023-05-17T06:09:17 | 2023-05-18T13:58:05 | 2023-05-18T13:58:03 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.3
### Custom Code
No
### OS Platform and Distribution
linux
### Mobile device
_No response_
### Python version
3.8
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"I checked the logs, the failed test case is \r\nMLIR tests :: replace_cast_hacks_with_tf_xla_ops_large_constants.mlir\r\nthe changes in this PR doesn't touch code related to the above test case."
] | 2023-05-17T00:02:43 | 2023-07-16T18:43:10 | 2023-07-16T18:43:10 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-07-... | This PR adds support for oneDNN v3.x in fused instance norm kernel.
This PR passes all unit tests related to fused instance norm when oneDNN v3.x is enabled.
This PR does not add or affect Eigen ops and is specific only to oneDNN kernel.
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"Hi @tatwaichong Can you please resolve conflicts? Thank you!",
"Close it as the code has been merged into an integration in 402d4d338f2e544ad19730e845c7f9ec55758aaf."
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} | Quantized data type is used in tosa.add for the test, but the integer type suppored by this op is 32-bit only. Substitute the test set with valid tosa ops. | {
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"I am able to replicate locally on an Apple M1 Pro, MacOS Ventura 13.3.1, Tensorflow==2.13.0-rc0\r\n\r\nMy results are a little different but the qualitative result is similar:\r\n\r\nProcessed an image of shape (1080, 1920, 3) in 0.047 seconds\r\nTensorflow Model execution stats:\r\n Fraction of time spent detect... | 2023-05-16T22:06:56 | 2023-09-15T11:57:46 | null | NONE | null | null | null | Problem - Running a model with TFLite is 4x slower than running with tensorflow on my M1 MacOS.
### 1. System information
- OS Platform and Distribution: **MacOS Ventura 13.2, on Apple M1 Macbook Air**
- TensorFlow installation (pip package or built from source): **2.9.1, from pip**
### 2. Code
Running t... | {
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"Hi @ke1ding,\r\n\r\nTensorflow officially supports build with GCC as per tested configurations. Build with Clang is not documented properly and hence I don't have much information. Recommending to Concern Team.\r\n\r\n@TensorFlow-MKL , Could you please have a look into the issue.\r\n\r\nThanks!",
"Hi @ke1ding,\r... | 2023-05-16T18:52:21 | 2023-06-23T01:32:08 | 2023-06-21T17:30:57 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf2.13rc0
### Custom Code
No
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.8
### Bazel ve... | {
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"Hi @synandi, \r\nI noticed that you assigned some labels to the issue. Could you already tell whether this is a compiler bug, or am I doing something wrong? Or does it need further investigation? ",
"@artem-sereda,\r\nApologies for the delay. The error was stating that the issue was with memory allocation. Could... | 2023-05-16T16:26:19 | 2023-06-29T02:06:32 | 2023-06-29T02:06:30 | 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
2.12.0
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
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"@Arnold2381,\r\nCould you please provide the complete code to reproduce the issue, which helps us to analyse the issue in an effective way. Also could you please try to load your model inside the graph and take a look at this [comment](https://github.com/tensorflow/tensorflow/issues/47959#issuecomment-805986358) f... | 2023-05-16T11:41:00 | 2023-12-28T10:13:13 | 2023-12-28T10:13:10 | 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
2.6.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Pytho... | {
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"Hi @xiedeacc ,\r\n\r\nThanks for your time reporting the issue. Unfortunately i couldn't understand the problem with the provided information.\r\n\r\nPlease confirm whether you are using pip wheel or building from source. Please submit some code snippet to replicate and check the issue. Need more context to unders... | 2023-05-16T11:24:19 | 2023-05-17T08:11:15 | 2023-05-17T08:11:12 | NONE | null | null | null | ### Issue Type
Bug
### Source
source
### Tensorflow Version
tf 2.8.4
### OS Platform and Distribution
ubuntu18.04
### Bazel version
5.2.0
### GCC/Compiler version
gcc-11.3.0
### Current Behaviour?
my project use a fm model for ctr prediction (click through rate). I notice sometim... | {
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"@daljee10,\r\nApologies for the delay.\r\nI was facing a different error while executing the mentioned code. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/4a4950b18de4c966a3295afd9b18539d/untitled1189.ipynb) and provide the complete dependencies to reproduce the issue.\r\n\r\n... | 2023-05-16T07:19:14 | 2023-06-21T03:56:20 | 2023-06-21T01:58:48 | 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
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### B... | {
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"@innat,\r\nThank you for the issue.\r\nI tried to replicate the issue with the provided .bmp file, as mentioned it is failing with the same error. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/3141afe73e3885105a834d5403bf5a67/untitled1150.ipynb). But when I tried with the diff... | 2023-05-16T06:35:56 | 2023-08-07T04:18:11 | 2023-08-04T18:36:06 | NONE | null | null | null | ### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.11
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_... | {
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"@jianyizh,\r\nCan you please sign CLA. Thank you!",
"> @jianyizh, Can you please sign CLA. Thank you!\r\n\r\nThe \"cla/google\" CI is passed, I'm covered by Corporate CLA. Do I need sign Individual CLA?",
"@penpornk Can you help review this pr? It's just one line of code.",
"Follow internal process and use t... | 2023-05-16T06:24:59 | 2023-06-06T10:48:43 | 2023-06-06T09:25:30 | NONE | null | false | {
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} | [PluggableDevice](https://github.com/tensorflow/community/blob/master/rfcs/20200624-pluggable-device-for-tensorflow.md) architecture relies on C APIs to communicate with the TensorFlow binary. To support pluggable device for tensorflow serving (https://github.com/tensorflow/serving/pull/2144), we need add always_link=1... | {
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"Hi @xiedeacc ,\r\n\r\nThanks for reporting. I am unable to quiet follow through your issue. Actually AFAIK there is no such benchmark to compare the qps and what the average qps. I am not quite sure whether the issue is due to network overload or something. Is that possible that can we replicate this behaviour wit... | 2023-05-16T02:09:05 | 2023-09-18T02:31:17 | 2023-06-22T02:01:50 | NONE | null | null | null | ### Source
source
### Tensorflow Version
tf 2.8.4
### OS Platform and Distribution
ubuntu18.04
### Python version
3.10
### Bazel version
5.2.0
### GCC/Compiler version
gcc-11.3.0
### Current Behaviour?
our project use tf2.8.4. we meet two problem,
1. performance deterior... | {
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- https://github.com/tensorflow/tensorflow/blob/master/.github/workflows/upd... | {
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"Hi massquantity,\r\n\r\nAfter reviewing your issue and the code you provided, I believe I have found a solution that can help reduce the memory usage during data shuffling in TensorFlow.\r\n\r\nThe key to reducing memory usage is to explicitly set the buffer size to a reasonable value. To resolve this issue, you c... | 2023-05-15T14:54:49 | 2023-09-21T11:47:46 | 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
tf 2.12
### Custom Code
No
### OS Platform and Distribution
Ubuntu 22.04
### Mobile device
_No response_
### Python... | {
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"@carl-krikorian,\r\nAccording to [Colab Updated to Python 3.10 7](https://medium.com/google-colab/colab-updated-to-python-3-10-27eb02daa162):\r\n\r\n**Colab’s fallback runtime version:** Using the fallback runtime version temporarily allows access to the Python 3.9 runtime, and will be available until mid-May. Thi... | 2023-05-15T12:09:26 | 2023-06-21T03:19:56 | 2023-05-16T17:15:38 | NONE | null | null | null | While trying to install and run tensorflow-lite-maker on google Colab I encountered many issues.
I even tried following the example notebooks shown in the documentation [here](https://colab.research.google.com/github/tensorflow/tensorflow/blob/master/tensorflow/lite/g3doc/models/modify/model_maker/object_detection.ipy... | {
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"Hi @estenhl ,\r\n\r\nThe issue exists only on Mac M1/M2 it seems.I have replicated the issue on Mac M1.\r\n\r\n```\r\n(tf-metal) suryanarayanay-macbookpro:~ suryanarayanay$ python 60597.py\r\n2.14.0-dev20230515\r\nMetal device set to: Apple M1 Pro\r\n\r\nsystemMemory: 16.00 GB\r\nmaxCacheSize: 5.33 GB\r\n\r\nTrace... | 2023-05-15T09:35:04 | 2023-05-16T08:00:09 | 2023-05-16T08:00:06 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.14.0-dev20230514
### Custom Code
Yes
### OS Platform and Distribution
macOS Ventura 13.2.1
### Mobile device
_No response_
### Python version
... | {
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"`TfLiteGpuDelegateBindGlBufferToTensor` was consciously removed in v2 because we saw minor adoption due to complicated API. Chances are very low that it'll be re-introduced. If you want to use `TfLiteGpuDelegateBindGlBufferToTensor`, the usage above is probably not sufficient: You would have to do a lot of plumb... | 2023-05-15T02:55:58 | 2023-11-03T16:54:42 | null | NONE | null | null | null | Hi, dear developers
I would like to ask if "TfLiteGpuDelegateBindGlBufferToTensor" can be used in implementing DelegateV2 (tflite version 2.10), as I hope to avoid cpu-gpu memory copy letting textures be the input and output of tflite inference.
Below is my pseudo code, could you please let me know if the impleme... | {
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"@jsxzhub,\r\nCould you please try to execute the below mentioned code and you will get the output for the cpu devices which are available in the machine. \r\n\r\n```\r\nimport os\r\nprint(\"Number of physical CPUs:\", os.cpu_count())\r\n```\r\n\r\nor \r\n\r\n```\r\nimport multiprocessing\r\nmultiprocessing.cpu_cou... | 2023-05-14T12:14:57 | 2023-06-27T01:08:56 | 2023-06-27T01:08:53 | 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
v2.12.0
### Custom Code
Yes
### OS Platform and Distribution
Linux Debain 11
### Mobile device
_No response_
### Python version
3.9.2
### Baze... | {
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"Hi @boxabirds ,\r\n\r\nPlease use `pip install tf-nightly` and it will take care of GPU package also. Starting from TF2.12 GPU package made redundant and both `tensorflow-gpu` and `tf-nightly-gpu` were removed and replaced with packages that direct users to switch to `tensorflow` or `tf-nightly` respectively. Plea... | 2023-05-14T09:37:16 | 2023-05-31T02:05:30 | 2023-05-31T02:05:28 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
tf-nightly-gpu
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 22.04
### Mobile device
_No response_... | {
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"FYI: Currently, following configuration files are referencing gtest `release-1.12.1`.\r\n\r\n- tensorflow/workspace2.bzl\r\n- tensorflow/tools/pip_package/xla_build/pip_test/CMakeLists.txt"
] | 2023-05-14T05:14:21 | 2023-06-13T21:34:18 | 2023-06-13T20:30:41 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-06-... | When I tried to build tf-lite with kernel test via cmake, I encounted build error.
This patch fixes the gtest version to resolve this problem. | {
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"We are presently amidst an effort to refresh the documentation for distributed training. We plan to include guidance on setting up workflows on platforms like Google Cloud, along with clearer recommendations about when to use one distribution strategy vs. another.\r\n\r\nIn the meantime, the easy answer is that \"... | 2023-05-13T18:15:33 | 2023-06-16T02:01:04 | 2023-06-16T02:01:04 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Documentation Feature Request
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
v2.9.0-18-gd8ce9f9c301 2.9.1
### Custom Code
No
### OS Platform and Distribution
Windows 11
### Mobile device
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} | Modify the official document information of the operator under **tf.math.cumsum**. Kindly find the [gist](https://colab.research.google.com/gist/tilakrayal/56bc95c39c5f278b7d8cc39115c8e113/untitled1142.ipynb) for the reference.
Fixes #60485
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"@sachinprasadhs,\r\nI was able to reproduce the issue on tensorflow v2.12 and nightly. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/96674a9bf99783bd35591caa12500f44/untitled1143.ipynb).",
"i am looking the implementation hope will be able to find about it\r\n",
"**``` tf.... | 2023-05-13T12:15:50 | 2023-05-18T15:55:03 | 2023-05-18T15:55:00 | 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 2.11.1
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04.6 LTS Github Codespaces
### Mobile device
_No response_
### Py... | {
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"Hi @hemantnyadav ,\r\n\r\nthanks for reaching us. I believe shuffle=True can be used for some cases. But before that we might need to split the dataset first to train,test/validation datasets. Here `shuffle=True` means it will shuffle means only the rows will be shuffled but not the columns(Features).\r\n\r\nSuppo... | 2023-05-13T06:17:23 | 2023-05-31T02:05:33 | 2023-05-31T02:05:30 | 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
2.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
###... | {
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"@berrylizzard,\r\nTensorflow v2.12 is compatible with the python 3.8-3.1, GCC -9.3.1, Bazel - 5.3.0, cuDNN 8.6, CUDA 11.8 which are mentioned on the official tensorflow document. \r\nhttps://www.tensorflow.org/install/source#gpu\r\n\r\nCould you please try with the tested build configurations and let us know if th... | 2023-05-12T22:20:17 | 2023-06-29T02:06:35 | 2023-06-29T02:06:33 | 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
r2.12
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 22.04
### Mobile device
_No response_... | {
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"@syfxie,\r\nThe problem here was, with the tensorflow v2.8 you are trying to use the python v3.11 which is not compatible. For TF **v2.8**, python **v3.7-3.10** is compatible. Could you please try to check a look at the official doc link for the tested build configurations. \r\nhttps://www.tensorflow.org/install/... | 2023-05-12T20:55:48 | 2023-05-30T01:58:38 | 2023-05-30T01:58:36 | 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
2.8
### Custom Code
Yes
### OS Platform and Distribution
MacOS 10.14.6
### Mobile device
_No response_
### Python version
3.11
### B... | {
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"As discussed with @mihaimaruseac at https://github.com/tensorflow/tensorflow/pull/60019, this PR cherry-picks the single commit starting from the latest point in master branch.",
"@terryheo can you review please? Or assign to someone in TFLite team that can?",
"This need manual changes internally to the copyba... | 2023-05-12T15:11:31 | 2023-05-19T17:12:21 | 2023-05-19T17:12:21 | CONTRIBUTOR | null | false | {
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"Hi @penpornk Can you please review this PR ? Thank you!",
"Hi @AnetaKaczynska Can you please check @cantonios's comments and keep us posted? Thank you!",
"This PR is stale because it has been open for 14 days with no activity. It will be closed if no further activity occurs. Thank you.",
"Hi @AnetaKaczynska ... | 2023-05-12T13:18:01 | 2024-03-25T15:54:34 | 2024-01-11T13:24:07 | CONTRIBUTOR | null | false | {
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Original implementation calculates... | {
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"No, not useful. Python bools are just another type of integer, so end up being converted to int32 automatically. There is no valid semantic meaning to `tf.ones(True)`, and we do _not_ accept boolean tensors in general: `tf.ones(tf.constant(True, dtype=tf.bool))` fails."
] | 2023-05-12T12:45:14 | 2023-06-08T20:18:03 | 2023-06-01T15:22:04 | COLLABORATOR | null | false | {
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} | At present as per documentation of `tf.zeros` and `tf.ones`, both APIs have argument `shape` which accepts "A list of integers, a tuple of integers, or a 1-D Tensor of type int32 ".
But its find out that when Boolean data types `True, False` passed to the `shape` argument it also accepts it and convert them into 1,... | {
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"It appears this can be worked around like this:\r\n```python\r\ninput = tf.ragged.constant([[1, 2, 3], [4, 5], [7, 8, 9]])\r\nds = tf.data.Dataset.from_tensor_slices(input)\r\noriginal_spec = ds.element_spec\r\ntf.random.set_seed(0)\r\nds = ds.rejection_resample(\r\n class_func=lambda t: 1,\r\n target_dist=(... | 2023-05-12T10:16:39 | 2023-06-06T22:26:10 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.14.0-dev20230512
### Custom Code
No
### OS Platform and Distribution
Ubuntu 20.04.6
### Mobile device
_No response_
### Python version
3.8.14... | {
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"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=Yes&entry.2137816233=https://github.com/tensorflow/tensorflow/issues/60582\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-05-12T10:16:23 | 2023-05-14T03:08:03 | 2023-05-14T03:08:01 | 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
tf 2.11.0
### Custom Code
Yes
### OS Platform and Distribution
Windows 11
### Mobile device
_No response_
### Python version
3.7.16
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"Log when compiling using CUDA:\r\n[mochi_O3.txt](https://github.com/tensorflow/tensorflow/files/11461476/mochi_O3.txt)\r\n",
"A similar issue is present for MacOS 13.3 using python 3.10. Log attached. \r\n[MacOS.txt](https://github.com/tensorflow/tensorflow/files/11461636/MacOS.txt)\r\n",
"I'm trying to reprod... | 2023-05-12T09:18:28 | 2023-09-15T03:08:12 | 2023-09-14T14:30:17 | 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
2.13.0-rc0
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 22.04 / MacOS 13.3
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"Since you are using .tflite model, I assume what you used was the the [tflite label_image](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/examples/label_image) rather than the tf one. If you run `./label_image -h`, you can find\r\n```\r\n--threads, -t: number of threads\r\n```\r\n\r\nHowever,... | 2023-05-12T02:43:45 | 2023-06-01T02:15:34 | 2023-06-01T02:15:32 | 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
tf2.8
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu18.04
### Mobile device
android
### Python version
2.0
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"Hi @p3achyjr ,\r\n\r\nStarting from TF2.13v, Linux builds are being built with Clang and the instructions for same also can be found [here](https://www.tensorflow.org/install/source#install_clang_recommended_linux_only). \r\n\r\nYou may try the build for Tf21.3 and let us know the outcome. Thanks.\r\n",
"This is... | 2023-05-12T00:44:02 | 2023-06-23T02:08:46 | 2023-06-23T02:08:44 | 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
2.11
### Custom Code
Yes
### OS Platform and Distribution
Debian GNU/Linux 10
### Mobile device
_No response_
### Python version
3.9
### B... | {
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"Hi @aquirin ,\r\n\r\nGCC 13.1.0 not a tested configuration for TF2.12 and I am not sure of compatibility as it is not yet tested by TF team atleast for Tf2.12 version. Please find the Tested build configurations source [here](https://www.tensorflow.org/install/source#linux).\r\n\r\n\r\n\r\nVersion | Python version... | 2023-05-12T00:37:18 | 2023-06-22T15:55:39 | 2023-05-15T07:49:44 | 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 2.12
### Custom Code
No
### OS Platform and Distribution
Debian GNU/Linux 12 (bookworm) (docker)
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"Hi, Thanks for reporting the issue.\r\n\r\nTensorflow has migrated it's codebase to support C++ 17 and it is suggested for the users to follow the same.\r\n\r\nIs there any challenge to use C++ 17 in your use case?\r\n ",
"In our case, building tflite itself with C++ 17 is fine, but we're not ready to move our c... | 2023-05-11T21:43:32 | 2023-09-07T21:26:38 | 2023-09-07T21:26:35 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Windows (possibly others)
- TensorFlow installation (pip package or built from source): Built from source
- TensorFlow library (version, if pip package or github SHA, if built from source): 2.12
### 2. Code
Compile TF Lite C... | {
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"Hi @oniigiirii \r\n\r\nI have tried to reproduce the issue and observed that model has INT8 qunatization which can be analyzed with [TensorFlow Lite Model Analyzer](https://www.tensorflow.org/lite/guide/model_analyzer) and netron.\r\n```\r\nTensors of Subgraph#0\r\n T#0(serving_default_input_1:0) shape_signature:... | 2023-05-11T15:51:38 | 2023-05-12T13:46:51 | 2023-05-12T13:46:48 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution: Linux Ubuntu 22.04.2 LTS
- TensorFlow installation: pip package
- TensorFlow library: v2.11.0
- Python Version: 3.9
### 2. Code
Provide code to help us reproduce your issues using one of the following options:
#### Code Snippet
Example Full Int... | {
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"@meena-at-work can you give it a look ?",
"> @meena-at-work can you give it a look ?\r\n\r\nI'm just going to add some notes to make everything more clear, then will mark the PR as ready for review in a few minutes, thanks!",
"@meena-at-work @DEKHTIARJonathan All ready now, please take a look when you can, tha... | 2023-05-11T15:32:58 | 2023-11-03T05:45:15 | 2023-11-03T05:45:12 | CONTRIBUTOR | null | false | {
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} | ## Overview
Support the keras quantization API by adding support for the FakeQuantWithMinMaxVars in explicit Q/DQ mode in TF-TRT. This is currently unimplemented in TF-TRT converter code.
## Change summary
### Use explicit precision
**use_explicit_precision** is the indicator if this specific layer is quantized o... | {
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"Thanks for reporting the issue.\r\n\r\nCould you please let us know the reason behind converting the model to Tensorflow 1.x version as you mentioned here \r\n\r\n> `convert the LLM from Huggingface to Tensorflow v1.x`",
"\r\n\r\n\r\n> Thanks for reporting the issue.\r\n> \r\n> Could you please let us know the r... | 2023-05-11T07:46:16 | 2023-06-03T02:03:14 | 2023-06-03T02:03:11 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
tf 2.12.0
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04.4 LTS (Focal Fossa)
### Mobile device
_No response_
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flatbuffer has limit of 2G size.
but for now, many models like stable-diffusion, llama has the size larger than 2G, can not be convertted to tflite.
Is there any plan TFlite update to flatbuffer64 ?
Thanks | {
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"I trying to install tensorflow by anaconda but only has 2.10 version, miniconda only as 2.11 version, pip install has bugs when import tensorflow: zsh: illegal hardware instruction python\r\n",
"I'd recommend installing tensorflow-deps using conda first and then installing other stuff using pip.\r\n1. `conda ins... | 2023-05-11T01:19:34 | 2024-01-08T09:12:07 | 2023-06-02T02:05:55 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.12
### Custom Code
Yes
### OS Platform and Distribution
Mac M1
### Mobile device
Mac M1
### Python version
3.10
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This causes overflow here:
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/kernels/mkl/mkl_matmul_ops_common.h#L52
and thus results in some large matmuls running single thread.
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"CC @reedwm."
] | 2023-05-10T22:32:47 | 2023-05-11T11:03:11 | 2023-05-11T11:03:11 | CONTRIBUTOR | null | false | {
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"That is correct. Compare [platforms supported in 2.11.1](https://pypi.org/project/tensorflow/2.11.1/#files) and [those supported in 2.13.0-rc0](https://pypi.org/project/tensorflow/2.13.0rc0/#files)",
"This issue is stale because it has been open for 7 days with no activity. It will be closed if no further activi... | 2023-05-10T18:16:04 | 2023-05-27T01:54:12 | 2023-05-27T01:54:09 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
v2.13.0-rc0-0-g525da8a93ec 2.13.0-rc0
### Custom Code
Yes
### OS Platform and Distribution
MacOS 13.3.1
### Mobile device
_No response_
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"Hi @FSet89 \r\n\r\nWe see that you are using TF 2.4. Can you please check on latest stable version (TF 2.12) and let us know if the issue still persists?\r\n\r\nThanks.",
"Hi,\r\nI think that the issue is more related to the tflite_runtime version on my embedded system (2.3.1) than the TF version on my PC that I... | 2023-05-10T13:21:31 | 2023-05-31T02:05:36 | 2023-05-31T02:05:33 | 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
2.4.1
### Custom Code
Yes
### OS Platform and Distribution
Yocto Linux
### Mobile device
_No response_
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"@cheyennee,\r\nIn the case that the **identifier** is a class, this method will return a new instance of the class by its constructor.\r\n\r\n\r\n\r\nNoneType is the type for the None object, which is an object that indicates no value. None is the return value of functions that \"don't return anything\". It is als... | 2023-05-10T12:44:53 | 2023-05-29T03:52:58 | 2023-05-29T01:58:31 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.12.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"@cheyennee,\r\nIt was mentioned in the official document that it returns for complex64 or complex128 input, the returned Tensor will be of type float32 or float64, respectively. This might be the reason that complex64 or complex128 are not included in the error. Thank you!\r\nhttps://tensorflow.google.cn/api_docs/... | 2023-05-10T12:35:35 | 2023-05-11T12:49:03 | 2023-05-11T12:48:57 | 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 2.12.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"Hi @cnglen ,\r\n\r\nThere is a list of known limitations documented [here](https://www.tensorflow.org/tutorials/distribute/parameter_server_training#parameterserverstrategy_general) regarding `ParameterServerStrategy` .\r\n\r\nIt is not supported to load a saved_model via `tf.saved_model.load` containing sharded v... | 2023-05-10T11:46:30 | 2023-05-25T01:54:28 | 2023-05-25T01:54:25 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
tf2.8
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### P... | {
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"Hi @jurahul / @frgossen Can you please review this PR ? Thank you!",
"Hi @ekuznetsov139 Can you please check @frgossen's [comments](https://github.com/tensorflow/tensorflow/pull/60559#pullrequestreview-1607003961) and keep us posted? Thank you!",
"This PR is stale because it has been open for 14 days with no ... | 2023-05-10T11:30:52 | 2023-11-20T21:36:33 | 2023-11-20T21:36:33 | CONTRIBUTOR | null | false | {
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This reenables a number of unit tests or subtests which were disabled for ROCm but were passing, or which could be fixed with minimal effort.
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"there are a couple of bugs or typos in your code\r\n\r\nIn line 8, instead of `tf.compat.v1.global_variables_initalizer()`, it should be `tf.compat.v1.global_variables_initializer()` (notice the typo in 'initializer').\r\n",
"> there are a couple of bugs or typos in your code\r\n> \r\n> In line 8, instead of `tf... | 2023-05-10T10:42:19 | 2023-05-22T10:47:00 | 2023-05-22T10:46:57 | 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
2.8
### Custom Code
Yes
### OS Platform and Distribution
ubuntu 16.04
### Mobile device
_No response_
### Python version
3.8
### Bazel version... | {
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"@Ternity,\r\nTensorflow 2.5 is compatible with GCC 7.3.1, Bazel 3.7.2, cuDNN 8.1 and CUDA 11.2. Could you please take a look at this official testing build configurations from [here](https://www.tensorflow.org/install/source#gpu) and also tensorflow v2.5 is considered as older version, so I request to update to la... | 2023-05-10T09:39:23 | 2023-05-27T01:54:15 | 2023-05-27T01:54:13 | 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
v2.5.0-160-g8222c1cfc86 2.5.1
### Custom Code
Yes
### OS Platform and Distribution
Linux CentOS 3.10.0-1160.49.1.el7.x86_64
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"Hi @drewshark,\r\n\r\nI was able to replicate the issue in Google Colab using Tensorflow 2.10, 2.12 and tf-nightly(2.14.0.dev20230510). Please find the gists- [TF v2.10](https://colab.sandbox.google.com/gist/synandi/bd080f93b862f9680ba3fdaa51b15335/60556_2-10.ipynb), [TF v2.12](https://colab.sandbox.google.com/gis... | 2023-05-10T09:06:52 | 2023-06-29T22:15:59 | 2023-06-29T22:15:56 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.10.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.9
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"Hi @WenTheProgrammer, \r\nCould you please provide the dataset along with the pre-processing steps, so that we can replicate the issue from our end. Thank you! ",
"Hi @synandi,\r\nAttached dataset is a tiny subset of my actual dataset. I was able to recreate my issue using this dataset by splitting it randomly ... | 2023-05-10T05:28:50 | 2023-12-29T22:40:56 | 2023-12-29T22:40:52 | NONE | null | null | null | I am trying to train the following model for a binary classification task:
```
batch_size = 1
num_epochs = 1000
model = tf.keras.models.Sequential([
tf.keras.layers.Conv2D(16, (5,2), activation='relu', input_shape=(252,4,1)),
tf.keras.layers.Conv2D(32, (4,2), activation='relu'),
tf.keras.layers.Con... | {
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"@WenjieZ,\r\nCould you please find the [gist](https://colab.research.google.com/gist/tilakrayal/b24b294178cb7ad454a0af3a62d7984b/untitled1128.ipynb) for the mentioned code and confirm whether your observation and concern is the same or different and also let us know which tensorflow version you are using. Thank y... | 2023-05-09T21:34:46 | 2023-06-06T20:47:03 | 2023-06-06T20:47:01 | CONTRIBUTOR | null | null | null | I found it unable to inspect variables after loading weights to not fully built FlexibleDenseModule. Is it intended or a bug?
How to replicate:
1. Define the `FlexibleDenseModule` and `MySequentialModule` according to the [doc](https://www.tensorflow.org/guide/intro_to_modules). `FlexibleDenseModule` defines the we... | {
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Attn @pkanwar23 | {
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"Hi @jiannanWang ,\r\n\r\nThanks for your time to bringing back this again. Yes, with CPU I also replicated the reported behaviour and the results are inconsistent and sometimes quiet large which indicates its not just Precision Errors as you mentioned.The behaviour replacted in attached gists [stft_cpu](https://co... | 2023-05-09T20:14:39 | 2023-05-18T04:11:43 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.14.0-dev20230509
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No re... | {
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"merged_at": "2023-05-... | Removed the `*` in `tf.nest` which was not displayed as a bullet item in a sublist.
Removed spurious `:` at the end of some bullets to make it consistent throughout the relnotes.
Removed `tf.keras` in Keras section as it doesn't make sense to introduce one extra level of indentation for just one single bullet. Th... | {
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"In the first case, `tf.linalg.matrix_rank(**input)` is executed eagerly, meaning that the computation is immediately performed when the code is run. This is the default execution model in TensorFlow 2.x.\r\nIn the second case, `fun_wrapper(input)` is decorated with `tf.function`, which compiles the function into a... | 2023-05-09T19:42:32 | 2023-07-19T21:34:30 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.14.0-dev20230509
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_... | {
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"@matheovlk,\r\nCould you please try to clone the TensorFlow example repository from GitHub. Use from `examples.tensorflow_examples.models.pix2pix import pix2pix` instead of from `tensorflow_examples.models.pix2pix `import pix2pix, Now you can use 'pix2pix' package. Kindly find the gist [here](https://colab.researc... | 2023-05-09T15:10:48 | 2023-05-10T09:26:20 | 2023-05-10T09:26:17 | NONE | null | null | null | Hello, I wanted to use pix2pix in Google Colab and here is the command I used to import it:
!pip install git+https://github.com/tensorflow/examples.git
I also tried !pip install -q git+https://github.com/tensorflow/examples.git
But for both request, I get this error:
Looking in indexes: https://pypi.org/sim... | {
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"Fixes test failure introduced with https://github.com/tensorflow/tensorflow/commit/ce26e300f41d831606bf31b9095ef769486c23cf"
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"Hello!\r\n\r\nIt looks like the GPU delegate is not available on the device you are running on. This can happen due to several reasons, and in this case it might be transient, but in general we recommend to [check for availability of the GPU delegate ](https://www.tensorflow.org/lite/android/play_services#checking... | 2023-05-09T13:35:06 | 2023-05-31T02:05:39 | 2023-05-31T02:05:35 | NONE | null | null | null | My implementation was working before adding GPU delegate (following instructions [here](https://www.tensorflow.org/lite/android/play_services#gpu_with_interpreter_apis)). After following those instructions I get this error when initializing TfLite
TfLite.initialize failure
```
android.os.RemoteException: Error l... | {
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"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=Yes&entry.2137816233=https://github.com/tensorflow/tensorflow/issues/60543\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-05-09T12:42:34 | 2023-05-09T13:22:17 | 2023-05-09T13:22:14 | 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
2.4.4
### Custom Code
Yes
### OS Platform and Distribution
Windows 10
### Mobile device
_No response_
### Python ve... | {
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"@gbaned and @qukhan could you tell me why Google internal checks FAILED?",
"The failures are unrelated to your pull request. I'm working on getting around the issue."
] | 2023-05-09T09:20:47 | 2023-05-26T22:52:37 | 2023-05-26T14:07:48 | CONTRIBUTOR | null | false | {
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- no real use-cases of non-1.0 beta found
- seems dead functionality | {
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"Hi @abhaskumarsinha ,\r\n\r\nIf the text data is in a directory then you can use the API `tf.keras.utils.text_dataset_from_directory` to generate a tf.data.Dataset object from text files in the directory. Please refer the API [documentation](https://www.tensorflow.org/api_docs/python/tf/keras/utils/text_dataset_fr... | 2023-05-08T18:34:35 | 2023-07-14T23:21:36 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Feature Request
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
v2.9.0-18-gd8ce9f9c301 2.9.1
### Custom Code
Yes
### OS Platform and Distribution
Windows 11
### Mobile device
_No response_
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"Looks like the `third_party/gpus/rocm_configure.bzl` file does not include a path for clang 16.0.0. I have manually included it now. Will report back whether this allows it to compile successfully. If not, downgrading to clang 15.0.0 (which has probably been tested since it's already defined) is probably the solut... | 2023-05-08T18:14:36 | 2024-03-30T14:42:54 | 2023-05-10T13:41:00 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.12
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 22.04
### Mobile device
_No response_
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"\r\n",
"@TP066335,\r\nI was facing a different error while executing the given code. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/0066ddfd8c3aed29b5301667bb9dce44... | 2023-05-08T17:24:15 | 2023-11-17T18:27:31 | 2023-11-17T18:27:27 | 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
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
Windows 11 installed with WSL Ubuntu
### Mobile device
_No response_
### Python vers... | {
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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/60536/checks?check_run_... | 2023-05-08T17:17:14 | 2024-01-02T14:30:26 | 2024-01-02T14:30:20 | NONE | null | false | {
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"Hi @hacktronics ,\r\n\r\nI believe this issue to be reported at TFJS repo. We have separate repo for TFJS which can be found [here](https://github.com/tensorflow/tfjs/issues).\r\n\r\nThanks!",
"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSx... | 2023-05-08T16:55:32 | 2023-05-09T09:04:31 | 2023-05-09T09:04:28 | 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
4.5.0
### Custom Code
Yes
### OS Platform and Distribution
Windows
### Mobile device
_No response_
### Python version
_No response_
### Ba... | {
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"Hi, Could you please test it with the latest Tensorflow version and with the below configuration.\r\n<h4 id=\"gpu\" data-text=\"GPU\" role=\"presentation\" style=\"box-sizing: inherit; margin: 32px 0px 16px; font-style: normal; font-variant-ligatures: normal; font-variant-caps: normal; font-variant-numeric: ; font... | 2023-05-08T15:21:53 | 2023-07-08T08:27:53 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.9, 2.7, 2.6, 2.5, 2.4, 2.3
### Custom Code
No
### OS Platform and Distribution
Windows 10
### Mobile device
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"@cheyennee,\r\n\r\n**tf.image.adjust_gamma** converts the input images at first to float representation, then transforms them pixelwise according to the equation **Out = gain * In**gamma**, and then converts the back to the original data type. I suspect that the problem here might be due to -ve value provided for ... | 2023-05-08T14:26:29 | 2023-05-22T10:53:38 | 2023-05-22T10:53:35 | 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 2.12.0
### Custom Code
Yes
### OS Platform and Distribution
win11
### Mobile device
_No response_
### Python version
_No response_
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"Bump ^",
"We are also interested in this. It appears that exporting a model that uses `LayerNormalization` will disable the TfLite XNNPack delegate, thus reducing performance of our model by a lot. \r\n\r\nDetails:\r\nAfter exporting the model, one of the layer norm tensors has `allocation_type==kTfLiteDynamic`.... | 2023-05-08T13:50:59 | 2024-05-15T07:03:07 | null | NONE | null | null | null | Layer normalization is available in tensorflow https://www.tensorflow.org/api_docs/python/tf/keras/layers/LayerNormalization
It is not part of the tflite supported ops
https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/builtin_ops.h
I would like to request support for this op. Please let me know ... | {
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"Hi @cheyennee \r\nThank you for reporting the issue.\r\nI was able to replicate the issue in Colab using Tensorflow version 2.12 and tf-nightly(2.14.0.dev20230510). Please find the gists here - [TF v2.12](https://colab.sandbox.google.com/gist/synandi/b88c93c8a40e2db065ba8d181e4e23e0/60531_2-12.ipynb) & [tf-nightly... | 2023-05-08T13:32:25 | 2023-07-06T02:10:11 | 2023-07-06T02:10:08 | 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 2.12.0
### Custom Code
Yes
### OS Platform and Distribution
win11
### Mobile device
_No response_
### Python ve... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60530 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60530/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60530/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60530/events | https://github.com/tensorflow/tensorflow/issues/60530 | 1,700,213,711 | I_kwDOArmXAs5lVzPP | 60,530 | Failed to load in-memory CUBIN: CUDA_ERROR_NO_BINARY_FOR_GPU: no kernel image is available for execution on the device [[node Generador/conv2d_4/Tanh] [Op:__inference_predict_function_1081] | {
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"@ivolis,\r\nThere are changes in the paths with the latest versions and I have changed the target to **tensorflow/core/kernels/mlir_generated:gpu_binary_ops_test.cc** and tested the bazel build which was success. \r\n\r\nThere have been changes in paths compared to your earlier tested targets and bugs fixed in rec... | 2023-05-08T13:01:59 | 2023-10-11T23:47:10 | 2023-05-24T01:58:00 | NONE | null | null | null | Hi everyone,
I'm currently using tensorflow in order to use a GAN Network I coded myself (custom code). I am quite new when it comes to Linux and TF.
# Relevant information
- Version of TensorFlow: 2.4.1 (installed using `pip install tensorflow-gpu`)
- OS: Zorin OS 16.2 (Ubuntu 20.04)
- Python version: 3.9.1... | {
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"Hi @bywmm Thanks for reporting the issue.\r\n\r\nI have tried to reproduce this issue and I have observed adding sparse tensors results in `.tflite` model which is of size `~15k` with both TF 2.11 and TF 2.12.\r\n\r\nPlease find the gist [here](https://colab.research.google.com/gist/pjpratik/cb7b0451f7338c39747f93... | 2023-05-08T09:43:18 | 2023-05-25T01:54:32 | 2023-05-25T01:54:29 | NONE | null | null | null | Hi there, I'm now working to benchmark my neural network with tflite. I implement my NN with Keras and convert it to `.tflite`. However, the actual size of my `.tflite` is much bigger than the theoretical parameter size. I find that the extra size is mostly introduced by the `Sparse Tensor`. I use the following toy mod... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60528 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60528/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60528/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60528/events | https://github.com/tensorflow/tensorflow/pull/60528 | 1,699,712,971 | PR_kwDOArmXAs5P-LDW | 60,528 | Add more c apis correponding to python c apis. | {
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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/60528/checks?check_run_... | 2023-05-08T07:40:07 | 2023-07-12T18:49:17 | 2023-07-12T18:49:16 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-07-... | Hello everyone,
I would like to submit this PR that adds some C APIs corresponding to those in `tensorflow/c/python_api.h`. The background behind this is that I am a developer of [Tensorflow.NET](http://tensorflow.net/), which is a .NET binding of Tensorflow and is still actively maintained. When adding new features... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60527 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60527/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60527/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60527/events | https://github.com/tensorflow/tensorflow/issues/60527 | 1,699,166,484 | I_kwDOArmXAs5lRzkU | 60,527 | skin cancer detection | {
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"code is this \r\nhistory = model.fit (X_train, y_train, validation_split=0.2,epochs= 5, \r\n batch_size= batch_size, verbose=1, callbacks=[learning_rate_reduction]) \r\n# list all data in history\r\nprint(history.keys())\r\nplt.plot('acc')\r\nplt.plot('val_acc')\r\nplt.title('model ac... | 2023-05-07T17:48:03 | 2023-07-14T02:10:02 | 2023-07-14T02:09:59 | 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
vs code
### Custom Code
Yes
### OS Platform and Distribution
vs code
### Mobile device
vs code
### Python version
vs code
### Bazel ... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60526 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60526/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60526/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60526/events | https://github.com/tensorflow/tensorflow/issues/60526 | 1,698,953,363 | I_kwDOArmXAs5lQ_iT | 60,526 | tf.math.real can accept string tensor, inconsistent with the documentation. | {
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"Hi, I also notice that tf.math.imag has the same issue. To reproduce:\r\n```\r\nimport tensorflow as tf\r\nx = tf.constant([\"Hello\"])\r\nres = tf.math.imag(x)\r\nprint(res)\r\n```\r\nExpected output: a proper exception\r\nActual output: pass without exception\r\n",
"This issue has been resolved as of https://g... | 2023-05-07T08:20:14 | 2023-07-01T02:12:31 | 2023-07-01T02:12:29 | 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-nightly
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.9
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