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https://api.github.com/repos/tensorflow/tensorflow/issues/61270
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1,802,749,473
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61,270
keras.models.load_model broken if custom objects present (.keras format)
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[ "Hi @optiluca ,\r\n\r\nThanks for reporting this. I have replicated the reported behaviour with TF2.13v and also tf-nightly versions whereas TF2.12v it seems working fine. Attached [gist](https://colab.research.google.com/gist/SuryanarayanaY/85eef0845746d2c89e5b016bf7ea6676/61270.ipynb) for reference.\r\n\r\nThis s...
2023-07-13T10:48:41
2023-08-03T10:40:19
null
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source binary ### TensorFlow version tf2.13 ### Custom code Yes ### OS platform and distribution All ### Mobile device _No response_ ### Python version 3.8 ### Bazel version _No response_ ### GCC/compiler version _No r...
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1,802,642,527
I_kwDOArmXAs5rciRf
61,269
TfLite 2.13 with -DTFLITE_ENABLE_GPU=ON fails to build with Visual Studio 2019 and 2022
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null
[ "Hi @misterBart, thanks for reporting the issue.\r\n\r\ngit & cmake are not available natively on windows command prompt so I have a couple of questions in order to reproduce your issue.\r\n\r\nAre you using powershell or command prompt? Are you using WSL? Are you using MinGW? Are you using git for windows? If you ...
2023-07-13T09:46:07
2023-07-31T08:50:00
null
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version tf 2.13 ### Custom code No ### OS platform and distribution Windows 10 ### Mobile device _No response_ ### Python version _No response_ ### Bazel version _No response_ ### GCC/compil...
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61,268
add-support-for-riscv
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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/61268/checks?check_run_...
2023-07-13T07:47:50
2024-02-18T01:47:56
2024-02-18T01:47:51
NONE
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The PR submitted is applicable to support RISCV64
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1,802,368,305
PR_kwDOArmXAs5VYrrd
61,267
Update numpy version in setup.py
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[ "You need to update the requirements.txt files used in all CI too, they have to test with a numpy that matches what is in setup.py", "Thanks. `tf-nightly` is broken in Colab right now (workaround: `pip install -U numpy`). This will fix it.\r\n\r\n@mihaimaruseac Here? https://github.com/tensorflow/tensorflow/blob/...
2023-07-13T07:19:19
2023-07-25T17:42:57
2023-07-25T17:42:51
COLLABORATOR
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Currently tf-nightly is not compatible with numpy <=1.22.* versions. Its working only with numpy versions >=1.23 . But `Required_packages` in `setup.py` file mentioned numpy>=1.22. Hence I am updating numpy to `numpy>=1.23`. Attaching the [gist](https://colab.research.google.com/gist/SuryanarayanaY/64c4ee7346aaa0a04...
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61,266
Segmentation fault
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[ "@wuhongsheng,\r\nCould you please provide the complete code to reproduce the issue which helps us to analyse the issue in an effective way.\r\n\r\nAlso Segmentation faults may occur due to Out Of Bound errors,or Illegal Memory access errors. Tensorflow does provide some logs there unless its OS crashes due to fail...
2023-07-13T06:22:06
2023-07-30T01:52:05
2023-07-30T01:52:03
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version tensorflow/tensorflow:latest-gpu-jupyter ### Custom code Yes ### OS platform and distribution _No response_ ### Mobile device _No response_ ### Python version _No response_ ### Bazel ...
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1,802,096,599
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61,265
TypeError: _lookup_dependency() takes 2 positional arguments but 3 were given
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null
[ "Hi @ngbusca ,\r\n\r\nI have tested the given code with tf-nightl(2.14.0-dev20230712) and its working fine for me. I can able to save and reload the model. Could you please check the attached [gist](https://colab.research.google.com/gist/SuryanarayanaY/ebb5ad981552360fa1f04541248e7914/61265.ipynb) and let me know ...
2023-07-13T03:41:33
2023-07-17T03:30:29
2023-07-17T03:30:26
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version 2.14.0-dev20230712 ### Custom code Yes ### OS platform and distribution Linux moe 5.10.0-12-amd64 #1 SMP Debian 5.10.103-1 (2022-03-07) x86_64 GNU/Linux ### Mobile device _No response_ ...
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1,801,640,342
I_kwDOArmXAs5rYtmW
61,264
TensorFlow-io package not possible on computer
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[ "@sushreebarsa Could you please try to install the tensorflow_io and try again. \r\nTry with the following\r\n```\r\n!pip install tensorflow_io\r\n```\r\nI was able to run the code successfully after installing this module. Please have a look at this colab [gist](https://colab.research.google.com/gist/sushreebarsa/...
2023-07-12T19:41:50
2023-07-26T17:40:21
null
NONE
null
null
null
### Issue type Feature Request ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version newest ### Custom code No ### OS platform and distribution _No response_ ### Mobile device _No response_ ### Python version 3.9 and 3.11 ### Bazel version _No response_ #...
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1,801,394,795
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61,263
Fix tosa hardswish
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[ "Hi @mohammedouahman 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 yo...
2023-07-12T17:02:17
2023-08-13T01:47:08
2023-08-13T01:47:02
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just for the impression, ongoing
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[Linaro:ARM_CI] Add broken test to skip list
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2023-07-12T16:23:25
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//tensorflow/compiler/xla/service/gpu:fusion_merger_test is broken and only works on x86 as a divide by zero is evaluated as -inf
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Run AARCH64 CI builds on pushes to release branches
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[ "CC: @elfringham ", "The Py+CPP Test failure is due to an unrelated flaky test failure." ]
2023-07-12T14:53:04
2023-07-13T18:36:24
2023-07-13T18:36:24
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To ensure that AARCH64 builds are stable prior to a release tag, enable running the build and test pipeline for pushes to the release branch even if they are not tagged. We prevent the uploading of the built wheel if it is not tagged with a v2 release tag.
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The required input dimension and type changed after conversion of SAC algorithm
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[ "Hi @urplanet \r\n\r\nCould you please provide the minimal reproducible code for the colab environment?\r\n\r\nFacing errors while executing the provided code.\r\n\r\nThanks.", "Hi @pjpratik \r\nas requested, I have updated the code in the colab https://colab.research.google.com/drive/1Eea5Fi861_h3TzH1eGUaP-H9dS...
2023-07-12T13:38:32
2023-07-19T09:16:42
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### 1. System information - OS Platform and Distribution : Linux Ubuntu 22.04 - TensorFlow installation : Pip Package - TensorFlow library: Tensorflow 2.12.1 ### 2. Code most of them I followed the SAC Minitaur tutorial here https://www.tensorflow.org/agents/tutorials/7_SAC_minitaur_tutorial but with some modi...
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Raise an error when initializing a LeakyReLU layer with alpha less th…
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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/61259/checks?check_run_...
2023-07-12T12:17:58
2023-07-13T03:49:21
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…an 0
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Update the path to symbolic link for building mlir:tf-opt
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The symbolic link is referring to not existing path when running with `ln -sf $$(realpath --relative-to=$(RULEDIR) $<) $@` and fails. Fixes #60915
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The legal value range of the alpha parameter in LeakyReLU
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[ "Opened pull request #61259 ", "@PhyllisJi ,\r\n\r\nThanks for reporting.I have tested a simple code with `alpha = -0.3` and `alpha = 0.3` just to check and both are generating output which are different as per attached [gist](https://colab.research.google.com/gist/SuryanarayanaY/d999601062b0a57d5d8d1c014435c3d6/...
2023-07-12T10:25:14
2024-01-19T01:49:34
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### Issue type Documentation Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version tf2.12.0 ### Custom code Yes ### OS platform and distribution MacOs ### Mobile device _No response_ ### Python version 3.9 ### Bazel version _No response_ ### GCC/compi...
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The value range of dropout parameters and recurrent_dropout parameters of GRU/LSTM/SimpleRNN functions
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[ "@PhyllisJi Thank you for raising this issue!\r\nI was able to replicate the issue as provided [here](https://colab.research.google.com/gist/sushreebarsa/32c22320c0b7877f4fde23ce1270818d/61256.ipynb).\r\nCould you please share the link of the documentation where you are proposing the modifications?", "Both the dr...
2023-07-12T10:19:28
2023-08-04T01:52:04
2023-08-04T01:52:01
NONE
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### Issue type Documentation Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version tf2.12.0 ### Custom code Yes ### OS platform and distribution MacOs ### Mobile device _No response_ ### Python version 3.9 ### Bazel versi...
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61,255
Crooping2D/3D does not have exception handling for the Crooping parameter
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null
[ "@PhyllisJi,\r\nFrom the docs here ([keras.io/layers/convolutional](http://keras.io/layers/convolutional)) it looks like you can input how many rows/cols to crop and whether it is from the top/bottom left/right using the cropping tuple you are passing, eg: \"If tuple of 2 tuples of 2 ints: interpreted as ((top_crop...
2023-07-12T10:15:49
2023-12-09T01:48:34
2023-12-09T01:48:30
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version tf2.12.0 ### Custom code Yes ### OS platform and distribution MacOs ### Mobile device _No response_ ### Python version 3.9 ### Bazel version _No response_ ### GCC/compiler version ...
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1,800,630,278
I_kwDOArmXAs5rU3AG
61,254
Documentation Bug about API ActivityRegularization
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null
[ "Hi @PhyllisJi ,\r\n\r\nThanks for reporting.I have replicated the reported behaviour and attached [gist](https://colab.research.google.com/gist/SuryanarayanaY/a140acaf103057f5627938cd1b92bba5/61254.ipynb) for reference.\r\n\r\nThe reason for this for l1 and l2 inputs validation part is missing.I may raise a PR to ...
2023-07-12T10:05:55
2023-12-09T01:48:37
2023-12-09T01:48:31
NONE
null
null
null
### Issue type Documentation Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version tf2.12.0 ### Custom code Yes ### OS platform and distribution MacOs ### Mobile device _No response_ ### Python version 3.9 ### Bazel version _No response_ ### GCC/compi...
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1,800,585,555
PR_kwDOArmXAs5VSj2L
61,253
Fix TOSA HardSwish Table generation for int8 inputs
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[ "Hi @rsuderman Can you please review this PR ? Thank you!", "Hi @rsuderman Can you please review this PR ? Thank you!", "Hi @jamwar01 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 y...
2023-07-12T09:40:03
2024-01-22T15:08:11
2024-01-19T07:11:09
CONTRIBUTOR
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More closely match tflite kernel behaviour for integers when calculating HardSwish table Change-Id: I32a1338fb15d3505d4bea432a8523c79d8f5da7a
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1,800,410,603
I_kwDOArmXAs5rUBXr
61,252
Undefined symbol libtensorflow_cc
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[ "@sirvincent Could you please confirm if you are using the [link1](https://www.tensorflow.org/install/lang_c), and [link2](https://github.com/tensorflow/tensorflow/blob/master/README.md) for installation. Please make sure to share the steps you followed in order to replicate the issue. Thank you!", "@sushreebarsa...
2023-07-12T08:00:41
2023-07-19T08:35:03
2023-07-19T08:15:34
NONE
null
null
null
### Issue type Build/Install ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version tf 2.13.0 ### Custom code No ### OS platform and distribution Linux Ubuntu 20.04 ### Mobile device _No response_ ### Python version 3.8 ### Bazel version 5.3.0 ### GCC/comp...
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1,800,245,524
I_kwDOArmXAs5rTZEU
61,251
Tensorflow SavedModel graph is lexicographically instead of numerically ordered
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[ "@p3achyjr,\r\nCould you please provide the complete code to reproduce the issue and it helps us to analyse the issue in an effective way. Thank you!", "```\r\nclass Model(tf.keras.Model):\r\n def call(self, x):\r\n return (0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11)\r\n \r\nmodel = Model()\r\nmodel(tf.convert_t...
2023-07-12T06:03:36
2023-12-13T01:49:59
2023-12-13T01:49:56
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.11 ### Custom code Yes ### OS platform and distribution Ubuntu (not sure version) ### Mobile device _No response_ ### Python version 3.8.10 ### Bazel version _No response_ ### GCC/...
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1,800,230,667
I_kwDOArmXAs5rTVcL
61,250
ImportError: libcudart.so.8.0: cannot open shared object file: No such file or directory
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[ "From the template it looks like you are installing **TensorFlow** (TF) prebuilt binaries:\n * For TF-GPU - See point 1\n * For TF-CPU - See point 2\n-----------------------------------------------------------------------------------------------\n**1. Installing **TensorFlow-GPU** (TF) prebuilt binaries**\n\nMa...
2023-07-12T05:48:51
2023-08-03T01:51:27
2023-08-03T01:51:23
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version 1.0.1 ### Custom code Yes ### OS platform and distribution Ubuntu 20.04 ### Mobile device _No response_ ### Python version 3.6 ### Bazel version _No response_ ### GCC/compiler versi...
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1,800,190,996
I_kwDOArmXAs5rTLwU
61,249
tf.linalg.logdet outputs -inf on a matrix with complex data type
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[ "@drewshark I have tried to replicate the issue reported here and faced different errors. Could you please have a look at the gist [here](https://colab.research.google.com/gist/sushreebarsa/2f80059b67d119a4ff880edf90ca9467/61249.ipynb) and let us know if I am missing something to replicate this one. Thank you!", ...
2023-07-12T05:06:25
2023-08-07T17:40:31
null
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version 2.13.0 ### Custom code Yes ### OS platform and distribution _No response_ ### Mobile device _No response_ ### Python version _No response_ ### Bazel version _No response_ ### GCC/co...
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PR_kwDOArmXAs5VPpl8
61,248
Complex reshape support
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[ "Hi @mohammedouahman Can you please resolve conflicts? Thank you!", "Hi @mohammedouahman 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.", "Hi @mohammedouahman Can you please res...
2023-07-11T20:47:39
2023-11-03T06:44:25
2023-11-03T06:44:24
NONE
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This pull request adds support for complex type reshaping in the 'tfl.reshape' operation. It includes modifications to the codebase to handle complex tensors correctly during reshaping operations. The changes ensure that the 'tfl.reshape' operation can now handle tensors with complex elements, preserving their shape an...
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AttributeError: module 'tensorflow_datasets' has no attribute 'load'
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[ "@MH0386,\r\nAs you mentioned, the above code that was failing on tensorflow v2.10, but whereas on the latest tensorflow v2.12 it was executed without any issues/error. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/0ad49bffc9c2679a4d32c5a196e92cef/untitled1239.ipynb). Thank yo...
2023-07-11T19:30:47
2023-12-12T23:28:57
2023-07-16T17:53:46
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.10.0 ### OS platform and distribution Windows 11 ### Mobile device _No response_ ### Python version 3.10.12 ### Bazel version _No response_ ### GCC/...
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tf.image.adjust_contrast fails on the tf.half data type
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[ "Hi @drewshark ,\r\n\r\nThanks for your time reporting this. I have replicated the issue with CPU runtime and attached [cpu-gist](https://colab.research.google.com/gist/SuryanarayanaY/6990939226d9d79dfe9225b13919c288/61246_cpu.ipynb) here. As the error log suggests this Op with float16 as input dtype not implemente...
2023-07-11T16:05:56
2023-09-04T07:21:09
null
NONE
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version 2.13.0 ### Custom code Yes ### OS platform and distribution _No response_ ### Mobile device _No response_ ### Python version _No response_ ### Bazel version _No response_ ### GCC/co...
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tf.data parallel filter dataset for each class and interleave not giving expected speedup
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[ "@niemiaszek \r\nIn order to expedite the trouble-shooting process, please provide a complete code snippet to reproduce the issue reported here. I have tried to replicate [this](https://colab.research.google.com/gist/sushreebarsa/29378816f9ccca87549cb6617278aa8d/61245.ipynb#scrollTo=EZfM7r8QhGC7) issue and faced di...
2023-07-11T15:47:21
2023-08-04T01:52:07
2023-08-04T01:52:03
NONE
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### Issue type Performance ### Have you reproduced the bug with TensorFlow Nightly? No ### Source binary ### TensorFlow version 2.12 ### Custom code Yes ### OS platform and distribution ubuntu 22.04 ### Mobile device _No response_ ### Python version 3.10 ### Bazel version _No response_ ### GCC/compile...
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[NextPluggableDevice] Enable DtoD Copy ViaDMA
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[ "\r\n@jyingl3 Can you help to have a look? thanks\r\n\r\n", "Thanks for making this change Zhoulong! It looks good to me." ]
2023-07-11T14:58:31
2023-07-19T19:28:05
2023-07-19T19:28:05
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This PR is to enable DtoD copy ViaDMA support for NextPluggableDevice. This is needed when there are multiple PjRtDevice and send/recv op will use this registered copyfunc.
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Support for lowering of complex types in 'tfl.reshape' op
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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/61243/checks?check_run_...
2023-07-11T12:32:20
2023-08-03T19:20:17
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validate clip_norm argument in clip_by_norm API
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[ "Here are the internal errors, @SuryanarayanaY can you please verify ? Thank you!\r\n\r\nTraceback (most recent call last):\r\n File \"/tensorflow/python/ops/math_ops.py\", line 1486, in binary_op_wrapper\r\n out = r_op(x)\r\n File \"/tensorflow/python/util/traceback_utils.py\", line 141, in error_handler\r\n ...
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The API `clip_by_norm` have argument `clip_norm` which accepts `0-D (scalar) `Tensor` > 0` . But if we pass `-ve` value for this argument then its not raising intended error and converting the input tensor into Negative which IMO is wrong. Hence I am adding validation code for -ve values to `raise value error`. Att...
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[ "@jyingl3 Can you help to have a look? thanks" ]
2023-07-11T08:52:14
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This PR is to enable DtoD copy ViaDMA support for NextPluggableDevice. This is needed when there are multiple PjRtDevice and send/recv op will use this registered copyfunc.
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Different reference order may cause other modules to be unavailable, e.g. xgboost, sklearn.
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[ "@h2222,\r\nThe error occurred because you are trying to run the **32-bit Python on a 64-bit OS** which was incompatible. When I tried to execute the mentioned code with the compatible on the latest tensorflow `v2.13`, it was executed without any issues.\r\n\r\nKindly find the gist of it [here](https://colab.resear...
2023-07-11T08:09:33
2023-07-28T01:51:35
2023-07-28T01:51:27
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version 2.11.0 ### Custom code Yes ### OS platform and distribution centos 7.6 ### Mobile device _No response_ ### Python version python 3.10.11 ### Bazel version _No response_ ### GCC/comp...
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Can the resnet model written in the tf_slim library call the MirroredStrategy strategy to achieve data parallel training?
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[ "Hi @yeoways ,\r\n\r\nTo use Distribution strategies first we need to create a strategy from applicable Distribution strategy class and then build the model inside that strategy scope. Then remaining steps are as usual.\r\n\r\n```\r\nstrategy = tf.distribute.MirroredStrategy()\r\n\r\nwith strategy.scope():\r\n # M...
2023-07-11T07:13:54
2023-07-27T01:49:51
2023-07-27T01:49:49
NONE
null
null
null
### Issue type Support ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version tf 2.11 ### Custom code Yes ### OS platform and distribution Linux Ubuntu 16.04 ### Mobile device Linux Ubuntu 16.04 ### Python version 3.9 ### Baz...
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tf.data train model worse than numpy data
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[ "@adamw-u Thank you for raising this issue!\r\nCould you share the complete standalone code to reproduce this issue reported here. Could you please try to shuffle across the entire data in the training set and as a result the validation data would leak into the training set. Please let us know if that helps? Thank ...
2023-07-11T02:45:10
2023-08-04T01:52:10
2023-08-04T01:52:06
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version tf 2.10 ### Custom code Yes ### OS platform and distribution Linux Ubuntu 22.04 ### Mobile device _No response_ ### Python version 3.8 ### Bazel version...
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[XLA:CPU] OneDNN matmul library call for XLA HLO Dot operation
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[ "@d0k Could you please review this? We would like to get some feedback and suggestions.", "@d0k Thanks for the comments. I have addressed those. Please check.", "@d0k Can we move FloatNormalization passes for CPU (https://github.com/tensorflow/tensorflow/blob/master/tensorflow/compiler/xla/service/cpu/cpu_compi...
2023-07-11T00:07:22
2023-08-24T16:44:02
2023-08-11T21:37:47
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This PR enables OneDNN library call for XLA HLO dot operation through custom_call instruction. In particular, - We insert an HLO pass for pattern matching. This pass is after DotDecomposer in the pass pipeline for CPU. The pass rewrites dot operation to custom_call operation. - IR emitter generates LLVM IR for the ...
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[XLA:CPU] Moving oneDNN threadpool wrapper to tsl
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[ "> Thank you very much for the PR, @agramesh1! The overall PR looks good to me. I have two minor comments.\r\n\r\n@penpornk I made the changes. Please take a look at it. " ]
2023-07-10T23:51:07
2023-07-17T11:51:10
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This PR moves the oneDNN threadpool wrapper code under tsl, and uses tsl namesapce so it can also be called from XLA code. Changes include 1) Removed dependency on reading an TF environment flag for using calling thread. The call for reading the flag (ThreadPoolUseCallerThread()) is removed and the env value is n...
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Add inter scheduler support on AArch64
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[ "@penpornk @nSircombe @milpuz01 @cfRod ", "Please also resolve merge conflicts / rebase. Thank you! :)", "> Please also resolve merge conflicts / rebase. Thank you! :)\r\n\r\nThe merge conflicts has been fixed.", "> cc: @TensorFlow-MKL: I don't think this will affect the x86 build.\r\n\r\nYes, that is right. ...
2023-07-10T19:21:52
2023-07-25T16:37:01
2023-07-25T16:37:01
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This PR adds support for inter op scheduler in the oneDNN + ACL build. It enables the creation of more than 1 scheduler inside ACL to increase performance of models with parallel ops. For benchmarked NLP models the average performance increase is 9%, for CV classification models its around 2%. The below benchmarks we...
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Memory out of bounds in compiled tflite with emscripten.
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[ "Some further digging on this I found out that there is probably an overflow in the paddings inside PadImpl:\r\n![image](https://github.com/tensorflow/tensorflow/assets/118195315/0652f238-9995-459f-aca7-7b669a47b9b5)\r\n", "Hi @af-filby, I am not too familiar with emscripten, can you help me understand how you co...
2023-07-10T18:41:30
2023-07-27T18:38:08
2023-07-27T01:49:52
NONE
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version 2.13.0 ### Custom code Yes ### OS platform and distribution Ubuntu 20.04 ### Mobile device _No response_ ### Python version _No response_ ### Bazel version _No response_ ### GCC/com...
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site/en/guide/create_op.md example code has memory leak
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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/61233\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ...
2023-07-10T14:20:47
2023-07-11T01:36:49
2023-07-11T01:36:46
NONE
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### Issue type Documentation Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version tf 2.6.5 ### Custom code Yes ### OS platform and distribution linux centos 7.6 ### Mobile device linux centos 7.6 ### Python version 3.7 ### Bazel version _No response_...
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I_kwDOArmXAs5rGCIF
61,232
Request for the implementation of nanmedian function
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2023-07-10T13:08:39
2023-07-12T20:38:06
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Tensorflow doesn't have `nanmedian` function. on the other hand, numpy support it nanmedian: [numpy nanmedian](https://numpy.org/doc/stable/reference/generated/numpy.nanmedian.html). we should add this function on `numpy` layer of Tensorflow.
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1,796,420,526
I_kwDOArmXAs5rEzOu
61,231
Support for empty GPU batches during distributed training
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[ "@ujjwal-researcher,\r\nCould you please provide the complete code to reproduce the issue and it helps us to analyse the issue in an effective way. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/846ef0c0c96c968add15f82cd8ed2e0d/untitled1235.ipynb). Thank you!", "This issue is ...
2023-07-10T10:04:47
2023-07-27T01:49:56
2023-07-27T01:49:54
NONE
null
null
null
### Issue type Support ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.12.0 ### Custom code Yes ### OS platform and distribution Ubuntu 20.04 ### Mobile device _No response_ ### Python version 3.9 ### Bazel version _No response_ ### GCC/compiler v...
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61,230
Fix ambiguity in use of overloaded functions in XLA
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[ "The Py+CPP Test fail seems to be unrelated to this change." ]
2023-07-10T10:03:51
2023-07-11T08:25:41
2023-07-11T08:07:52
CONTRIBUTOR
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gcc complains of abiguity in some overloaded functions so cast the parameter to overcome this.
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61,229
[Linaro:ARM_CI] Drop building with Python 3.8 as not supported
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[ "Py+CPP Test failure is obviously completely unrelated.", "Yeah, will try to get this merged in today, thanks @elfringham " ]
2023-07-10T09:57:53
2023-07-11T16:15:15
2023-07-11T15:38:58
CONTRIBUTOR
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Python 3.8 is no longer supported so drop attempts to build using it.
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I_kwDOArmXAs5rEeLh
61,228
ctc_ops.py deprecation warning
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[ "Hi @sronen71 ,\r\n\r\nThanks for your time reporting this issue. The warning is actually related Tensorflow internal functions which is getting generated from the code below.This is not \r\n\r\nhttps://github.com/tensorflow/tensorflow/blob/8e2b6655c0c488290179ab90a0daed0f6d3006f7/tensorflow/python/ops/inplace_ops....
2023-07-10T09:15:00
2023-07-26T01:57:49
2023-07-26T01:57:47
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.13 ### Custom code Yes ### OS platform and distribution _No response_ ### Mobile device _No response_ ### Python version _No response_ ### Bazel version _No response_ ### GCC/compi...
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1,796,093,519
I_kwDOArmXAs5rDjZP
61,227
Tensor shapes is different when loading from tf.lite.Interpreter and from flatbuffer from python
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[ "Hi @Bajirak \r\n\r\nIf your model has dynamic input shapes and you didn't specify a dimension size when building and converting your model, the converter will use 1 as the default dimension size. \r\n\r\nFrom TFLite [Model Analyzer](https://www.tensorflow.org/lite/guide/model_analyzer) I can see that \r\n\r\n`T#14...
2023-07-10T06:48:28
2023-07-13T04:16:41
2023-07-13T02:39:15
NONE
null
null
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### 1. System information - OS Platform and Distribution (e.g., Linux Ubuntu 16.04): 18.04 - TensorFlow installation (pip package or built from source): pip package, python3.8 - TensorFlow library (version, if pip package or github SHA, if built from source): 2.13.0 ### 2. Code Provide code to help us reprod...
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61,226
TensorFlow 2.10.0 build for C++ using Bazel failed with error "Link.exe 1120 failed: error executing command " in Windows 10
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[ "@ajithrp123,\r\n Apologies for the delay. Could you please run the above command again on the latest commit and let us know the issue you are facing? Also most of the bugs are resolved on the latest tensorflow commit. Thank you!", "@tilakrayal \r\nThanks for the reply\r\n\r\nI need to build TensorFlow source for...
2023-07-10T06:10:42
2023-09-01T04:10:18
2023-08-18T12:04:04
NONE
null
null
null
### Issue type Build/Install ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.10.0 ### Custom code No ### OS platform and distribution Windows 10 Pro ### Mobile device Windows 10 Pro ### Python version 3.9.13 ### Bazel version 5.1.1 ### GCC/compile...
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1,795,484,170
I_kwDOArmXAs5rBOoK
61,225
TensorFlow GPU
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[ "Hi @KnSun99 ,\r\n\r\nThanks for reaching us. Trying to access Windows files from WSL might be considerably slower than using the native Linux file system.\r\n\r\nWindows drives are mounted in the Linux at `/mnt/` directory. You can prefix /mnt/ to your local directory to access then in WSL. For example, your perso...
2023-07-09T17:05:54
2023-07-11T06:08:52
2023-07-11T06:08:50
NONE
null
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New versions of TensorFlow no longer support Windows native Gpus. If built in WSL2 Is there a shortcut to read data from Windows directory in WSL2? Because I need to use TensorFlow GPU to compute a lot of data. Copying to WSL2 is slow
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tensor
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2023-07-08T19:15:13
2023-07-08T19:15:41
2023-07-08T19:15:41
NONE
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https://github.com/expo/expo/actions/workflows/cli.yml
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61,221
Migrate ops fuzzers to FuzzTest format
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[ "CC @fcoUnda " ]
2023-07-08T16:22:37
2023-07-20T19:18:33
2023-07-20T19:18:33
CONTRIBUTOR
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Creates a set of fuzzers to FuzzTest style. One of the benefits is that this will reduce storage size required for the fuzzers, because the fuzzers will all be based off the same binary whereas the non-FuzzTest fuzzers will have a binary per fuzzer. This storage requirement has caused an issue on the OSS-Fuzz side: ht...
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61,220
tf.image.adjust_gamma outputs incorrect error message for string input
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[ "@drewshark,\r\nI tried to execute the mentioned code on tensorflow v2.13, where it was executed with the error stating that `AttributeError: image dtype must be either floating point or integer` which was clearly mentioning to the user that the dtype should be either floating or interger. Kindly find the gist of i...
2023-07-08T08:45:59
2023-07-11T06:15:13
2023-07-11T06:15:10
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version 2.12.0 ### Custom code Yes ### OS platform and distribution _No response_ ### Mobile device _No response_ ### Python version _No response_ ### Bazel version _No response_ ### GCC/co...
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1,794,739,782
I_kwDOArmXAs5q-Y5G
61,219
savedmodel convert to tflite and merge labels. tx to new tflite model,but resulte is error by Xcode, use python api is correct
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[ "Hi @fndppx \r\n\r\nCan you please check if the preprocessing is done properly as I can see that the python api as well as model metadata normalize the values between [0,1].\r\n\r\nThanks.", "> Hi @fndppx \r\n> \r\n> Can you please check if the preprocessing is done properly as I can see that the python api as we...
2023-07-08T04:32:10
2023-07-12T23:37:46
2023-07-12T23:37:43
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source binary ### TensorFlow version 2.13.0 ### Custom code Yes ### OS platform and distribution mac os 12.6 ### Mobile device ios 16.1 ### Python version 3.10.0 ### Bazel version _No response_ ### GCC/compiler version ...
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61,216
Unit test build failures
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[ "@syedshahbaaz Could you please make sure to use latest stable version of TF 2.13 and check the tested build configurations [here](https://www.tensorflow.org/install/source#tested_build_configurations). Thank you!", "Here is the command to reproduce the failure:\r\n`bazel test --copt=-march=skylake --copt=-mavx5...
2023-07-07T22:11:50
2023-07-12T16:41:33
2023-07-12T16:41:30
CONTRIBUTOR
null
null
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### Issue type Build/Install ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.14.0 ### Custom code No ### OS platform and distribution Linux Ubuntu 20.04.1 ### Mobile device _No response_ ### Python version 3.8.8 ### B...
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1,794,443,551
I_kwDOArmXAs5q9Qkf
61,215
DistributedDatasetInterface is not an attribute of input_lib - engine\data_adapter.py
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[ "this is the same error I had: AttributeError: module 'tensorflow.python.distribute.input_lib' has no attribute 'DistributedDatasetInterface'. This error comes up even when I try model.fit and any other operation with the model beyond its compile line. ", "> this is the same error I had: AttributeError: module 't...
2023-07-07T21:53:46
2023-12-29T19:12:27
2023-07-10T17:48:52
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.13 ### Custom code No ### OS platform and distribution _No response_ ### Mobile device _No response_ ### Python version 3.10.9 ### Bazel version _No response_ ### GCC/compiler vers...
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1,793,855,718
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61,214
Convert tf.Tensor into tensorflow::Tensor
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[ "Hey @SuryanarayanaY . you working on this ?\r\n", "Hi @zhumakhan ,\r\n\r\nTensorflow provides C_API that can be used to build [bindings for other languages](https://github.com/tensorflow/docs/tree/master/site/en/r1/guide/extend/bindings.md) which is defined in [c_api.h](https://github.com/tensorflow/tensorflow/b...
2023-07-07T16:54:00
2023-08-06T01:48:35
2023-08-06T01:48:31
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version 2.13 ### Custom code Yes ### OS platform and distribution Ubuntu 20 ### Mobile device _No response_ ### Python version 3.8 ### Bazel version _No response_ ### GCC/compiler version ...
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1,793,727,816
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61,213
Fixed a typo in subgraph.cc(First Pull Request)
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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/61213/checks?check_run_...
2023-07-07T15:19:39
2023-07-10T06:21:05
2023-07-09T03:16:43
NONE
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Fixed a typo in the file. Changed the typo from "GetDelegateKernalName" to "GetDelegateKernelName".
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Tensorflow profiler is not showing anything. Gives "No profile data was found" text on selecting Profile in Tensorboard
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[ "@AkshayRoyal I tried to replicate the issue reported [here](https://colab.research.google.com/gist/sushreebarsa/e19e257d31ab246426050348c2e56b5f/tensorboard_profiling_keras.ipynb#scrollTo=K4KJ3S-odd-a) and didn't see the error. Could you please check the attached gist and let me know if I am missing something here...
2023-07-07T13:01:22
2024-06-10T05:07:14
null
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version tf 2.12, tf 2.13, tf-nightly ### Custom code No ### OS platform and distribution _No response_ ### Mobile device _No response_ ### Python version _No response_ ### Bazel version _No ...
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61,211
tf.keras.models.model_from_json() missing a safe_mode parameter
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[ "@epetrovski,\r\nThank you for opening this issue. Development of keras moved to another [repository](https://github.com/keras-team/keras/issues). \r\n\r\n\r\n\r\n\r\nCould you please post this issue on keras-team/keras [repo](https://github.com/keras-team/keras/issues).\r\nTo know more please refer:\r\nhttps://dis...
2023-07-07T07:27:24
2024-03-11T17:10:21
2023-07-11T14:44:57
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source binary ### TensorFlow version tf 2.13 ### Custom code No ### OS platform and distribution Ubuntu 20.04 ### Mobile device _No response_ ### Python version 3.11 ### Bazel version _No response_ ### GCC/compiler vers...
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61,210
Tensorflow Profiler does not work on WSL2: Failed to load libcupti (is it installed and accessible?)
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[ "I am facing the same problem. Were you able to sort this out?", "I have the same problem on TF 2.14. Same config, Ubuntu 22.04 WSL2 on Windows 10.", "I am seeing the same problem. Have you found a solution?", "Unfortunately no", "Same here. Any suggestions would be appreciated." ]
2023-07-07T05:56:10
2024-05-14T14:13:13
null
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source binary ### TensorFlow version v2.12.0-rc1-12-g0db597d0d75 2.12.0 ### Custom code Yes ### OS platform and distribution Windows 10 WSL Ubuntu ### Mobile device Ubuntu 22.04 ### Python versio...
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61,209
My customized OP gives incorrect outputs on GPUs since `tf-nightly 2.13.0.dev20230413`
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[ "Hi, \r\n\r\nIt is difficult to point to the exact commit and mention what caused this change without any simple reproducible code.\r\n\r\nAlso, did you test with the latest Nightly version and observed the same behavior in that as well?\r\n", "Thanks. I can confirm that the latest nightly version has the same be...
2023-07-07T05:11:51
2023-07-08T01:28:36
2023-07-08T01:28:33
CONTRIBUTOR
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source binary ### TensorFlow version 2.13 ### Custom code Yes ### OS platform and distribution fedora 36 ### Mobile device _No response_ ### Python version 3.11.4 ### Bazel version _No response_ ### GCC/compiler versio...
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61,208
Fix: Define iOS Symbol List in Bazel to Avoid Linker Crash on Tflite Build
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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/61208/checks?check_run_...
2023-07-07T03:45:21
2024-01-24T09:36:27
2024-01-24T09:36:27
CONTRIBUTOR
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### Description: This pull request addresses a critical issue affecting the iOS c++ shared lib build. which results in a crash due to unsupported linker configuration. ### Problem The list of symbols to be exported on iOS was not previously defined in our Bazel build configuration. This oversight caused the co...
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[NextPluggabledevice] Enable XLA auto clustering mode for NextPluggableDevice
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[ "@jyingl3 We found that XlaCompile/XlaRun is supported for PjRtDevice, but is not working when device type is not GPU/TPU, This PR resue GPU's compilation device if NextPluggableDevice's jit_device_type is XLA_GPU_JIT. After fixing this, we can run simple case with XLA auto clustering mode.\r\n\r\ncan you help to h...
2023-07-07T02:19:48
2023-08-09T04:27:16
2023-08-09T04:27:16
CONTRIBUTOR
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This PR is for enabling XLA auto clustering mode for NextPluggableDevice, the basic idea is reusing GPU 's compilation device if plugin register it's jit_device_type as "XLA_GPU_JIT".
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61,206
Add suite of official CI scripts
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[ "I'm done with fixes and ready for a re-review.", "Hi @angerson It seems auto-merge is not happening but the changes are merged into master now, so we can close this. Thank you for the PR." ]
2023-07-07T01:40:48
2023-07-13T06:17:48
2023-07-13T06:17:45
CONTRIBUTOR
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This PR creates a suite of tidied CI scripts, extracted from previously-private TensorFlow source code within Google. It is still a work-in-progress, and as such is not yet documented. I'll be creating internal CI jobs to experiment with these, but I first need to have them merged.
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Fix doc rendering error for TFLite inference
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2023-07-06T22:01:34
2023-07-10T20:24:25
2023-07-10T20:24:25
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This g3 doc is auto synced to tensorflow.org where the rendering is not correct: https://www.tensorflow.org/lite/guide/inference.md#run_inference_with_dynamic_shape_model
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import of DistributedDatasetInterface not valid anymore
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[ "Same here", "@SuryanarayanaY I was able to replicate this issue in TF v2.13, please find the attached logs below;\r\n```\r\n>>> data_handler = data_adapter.DataHandler(x=tfrange(10))\r\n2023-07-13 14:56:46.518030: I metal_plugin/src/device/metal_device.cc:1154] Metal device set to: Apple M1 Pro\r\n2023-07-13 14:...
2023-07-06T21:33:14
2023-07-26T12:48:16
null
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source binary ### TensorFlow version tf.2.13.0 ### Custom code No ### OS platform and distribution Mac OS Ventura 13.4 ### Mobile device _No response_ ### Python version 3.9.13 ### Bazel version _No response_ ### GCC/co...
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Fixed a typo error in subgraph.cc (First Pull Request)
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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/61202/checks?check_run_...
2023-07-06T16:31:31
2023-07-07T15:04:17
2023-07-07T15:04:17
NONE
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Fixed a typo error. Changed the spelling from "GetDelegateKernalName" to "GetDelegateKernelName"
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Issue with Reproducible Results: Inconsistent Behavior of Random Seeds in TensorFlow
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[ "@soran-ghaderi,\r\n**tf.random.set_seed** sets the global random seed. Calling [tf.keras.utils.set_random_seed](https://www.tensorflow.org/api_docs/python/tf/keras/utils/set_random_seed) sets the Python seed, the NumPy seed, and the TensorFlow seed. Setting these seeds is necessary to ensure any random numbers you...
2023-07-06T12:56:59
2023-08-22T01:47:35
2023-08-22T01:47:33
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.12 ### Custom code Yes ### OS platform and distribution Ubuntu 22.04 ### Mobile device _No response_ ### Python version 3.8-3.9-3.10 ### Bazel version _No response_ ### GCC/compile...
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61,200
Building TFLite for WASM using Bazel
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[ "Hi @terryheo, can you please take a look?", "Hi @L1onKing, So I tried your bazel command, and as far as I can tell I don't believe building for WASM is not a valid config. I am unaware of any documentation that says it is supported and I get this error:\r\n\r\n```sh\r\nbazel build --config=wasm -c opt //tensorfl...
2023-07-06T11:34:54
2024-01-26T09:32:03
2023-08-24T01:46:56
NONE
null
null
null
### Issue type Support ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.13.0 ### Custom code Yes ### OS platform and distribution Emscripten ### Mobile device _No response_ ### Python version _No response_ ### Bazel version 5.3.0 ### GCC/compiler v...
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61,199
gradient returns `None`
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[ "@yavorkovachev I tried to replicate the issue on colab, and faced a different error as shown in the [gist](https://colab.research.google.com/gist/sushreebarsa/2184ca07a475ab67dff52d0180cfa2c3/61199.ipynb#scrollTo=8HMdYx96rhh5). Could you please let me know if anything is missed here to reproduce the issue. Please ...
2023-07-06T09:57:20
2023-08-08T13:26:42
null
NONE
null
null
null
### Issue type Performance ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.7.1 ### Custom code Yes ### OS platform and distribution CentOS Linux 7 (Core) ### Mobile device _No response_ ### Python version 3.8.12 ### B...
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61,198
TensorFlow-MKL: How to enable oneddn in tensorflow for eltwise op
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[ "You opened there and here an issue but it belongs to `tensorflow/community`. Please decide either or" ]
2023-07-06T07:08:14
2023-07-07T03:58:13
2023-07-07T03:58:13
NONE
null
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null
@penpornk , I have gone through the https://github.com/tensorflow/community/blob/master/rfcs/20210930-enable-onednn-ops.md . So I wanted to understand the latest tensorflow supports eltwise onednn flow and also is there any document which I can refer for the onednn ops which are supported in latest tensorflow.
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How to use keras layers to augment both image and label data in image segmentation tasks?
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[ "Hi @wangdada-love ,\r\n\r\nFor utilizing distribution training on the augmented images we need to create a `strategy` like `strategy = tf.distribute.MirroredStrategy()` and under that `strategy.scope` context we can create the required model with all augmented layers along with other layers inside it. You can fi...
2023-07-06T07:06:24
2023-07-22T01:54:37
2023-07-22T01:54:34
NONE
null
null
null
### Issue type Others ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version tf 2.6 ### Custom code Yes ### OS platform and distribution Linux Ubuntu 20.04 ### Mobile device _No response_ ### Python version python 3.7 ### Bazel version _No response_ ### G...
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Multi-Stream: TensorHolder
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This PR works as a part of the whole Multi-Stream feature in TF, which is proposed in #61185. Implement the TensorHolder and add the object to runtime parameters. The TensorHolder is responsible for holding some CPU tensors until the end of the session.run(). It's helpful to avoid memory errors in HtoD stream mergin...
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This PR works as a part of the whole Multi-Stream feature in TF, which is proposed in #61185. Implement the StreamGroupMgr that is responsible for stream group distribution. @changhuilin
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This PR works as a part of the whole Multi-Stream feature in TF, which is proposed in #61185. Add StreamDevices and related factories. Add stream-related APIs and arguments. Cache the XLA compiler at the stream level. @changhuilin
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This PR works as a part of the whole Multi-Stream feature in TF, which is proposed in #61185. Implement DeviceOrdinalHelper to encode/decode stream and device information into/from the ordinal variable, and use it to create multiple allocators when necessary. @changhuilin
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This PR works as a part of the whole Multi-Stream feature in TF, which is proposed in #61185. Enable context-level cache because the kernels cannot be shared between CUDA contexts. @changhuilin
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This PR works as a part of the whole Multi-Stream feature in TF, which is proposed in #61185. Add stream-related help functions in DeviceNameUtils, and use them in two places. @changhuilin
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This PR works as a part of the whole Multi-Stream feature in TF, which is proposed in #61185. Add stream-related APIs and variables to DeviceMgr. @changhuilin
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This PR works as a part of the whole Multi-Stream feature in TF, which is proposed in #61185. Add the "TF_GPU_CONTEXT_COUNT" entrance, and modify related functions. @changhuilin
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This PR works as a part of the whole Multi-Stream feature in TF, which is proposed in #61185. Optimize the async allocator pool initialization process. @changhuilin
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This PR works as a part of the whole Multi-Stream feature in TF, which is proposed in #61185. Add an option for OpSegment to choose whether to own the constant op kernels. @changhuilin
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This PR works as a part of the whole Multi-Stream feature in TF, which is proposed in #61185. Two fields (stream_merge_options & multi_stream_options) are added to "config.proto" to provide the entrance for related features. @changhuilin
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[REF] Introduce multiple streams execution in TensorFlow.
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[ "Hi @buptzyb This PR is in draft, any update on this? Please. Thank you!", "Hi @buptzyb This PR is in draft, any update on this? Please. Thank you!", "Hi @buptzyb This PR is in draft, any update on this? Please. Thank you!" ]
2023-07-06T02:00:28
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Multiple Stream TensorFlow is developed based on the official TensorFlow. It leverages the features of modern GPUs to accelerate deep learning training and inference. This Multi-Stream implementation has successfully helped several customers migrate their RecSys TF models to the GPU and go online. For more details p...
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Relax DLPack stride requirements
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[ "Gentle ping." ]
2023-07-06T00:17:50
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- Allows dimensions with size=1 to have arbitrary stride (this is required for compatibility with [PyTorch](https://github.com/pytorch/pytorch/blob/fea683491eb11ae1726a2ca0b4b558825025ce7a/aten/src/ATen/DLConvertor.cpp#L230-L239), which sets all such strides to 1). - Allows empty tensors to have arbitrary strides. - ...
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fix typo in the word wether
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[ "Hi @spring1843, Please submit multiple typo fixes in a single PR as the CPU/GPU hours are wasted on CI. \r\nHence, we do not encourage one liner grammatical changes as it is an expensive process. Thank you for your contribution!" ]
2023-07-05T22:27:33
2023-07-06T03:50:33
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Fix typo in function description
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Protobuf throwing Type error `TypeError: bases must be types` in m1 mac
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[ "\r\n\r\n@GopikrishnanSasikumar I tried to replicate the issue reported here and didn't face the issue, could you please have a look at the logs below and let me know if i am missing anything here. Thank you!\r\n```\r\n(base) suryanarayanay-macbookpro:~ suryanarayanay$ pip install tensorflow==2.13\r\nCollecting ten...
2023-07-05T20:42:08
2023-07-06T10:09:04
2023-07-06T10:09:01
NONE
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version tf 2.13 ### Custom code Yes ### OS platform and distribution MacOS monterey ### Mobile device _No response_ ### Python version 3.8 ### Bazel version ...
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61,181
Python 3.7.0 is incompitable with tensorflow 2.11.0
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[ "@TrojanPoem,\r\nI request you to take a look at this [issue](https://github.com/tensorflow/tensorflow/issues/60176) where a similar feature has been proposed and it is still open. Also I request to follow the similar feature which has been proposed to have the updates on the similar issue. Thank you!", "You need...
2023-07-05T20:01:55
2023-07-22T01:54:40
2023-07-22T01:54:36
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.11.0 ### Custom code Yes ### OS platform and distribution Windows 10 Educion ### Mobile device _No response_ ### Python version 3.7.0 ### Bazel versio...
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61,180
//tensorflow/compiler/xla/service/gpu:fusion_merger_test fails on AARCH64
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[ "@nSircombe @cfRod FYI", "Digging into this a bit.\r\nIt fails on AARCH64 because of \"Fused would run slower than unfused!\" which seems to be because the exec time gets calculated as 'inf'. Tracing back this comes as a result of the utilization by the consumer being 0.\r\nThe difference with x86 is that althou...
2023-07-05T16:03:35
2023-07-12T10:32:19
null
CONTRIBUTOR
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version git HEAD ### Custom code No ### OS platform and distribution Ubuntu 20.04 ### Mobile device n/a ### Python version 3.9.17 ### Bazel version 6.1.0 ### GCC/compiler version 10.2.1 #...
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ValueError: Checkpoint was expecting to be a trackable object (an object derived from `Trackable`)
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[ "Hello, @Mr-Joe-Cool ! I replicated the issue reported [here](https://colab.research.google.com/gist/sushreebarsa/b1e5d330b466d23ea4debdc289ff8e82/61179.ipynb) and seems like you're using some deprecated apis which are not compatible with the latest version for few packages. Looks like some version incompatibility ...
2023-07-05T15:38:42
2023-08-06T01:48:38
2023-08-06T01:48:32
NONE
null
null
null
### Issue type Bug ### Source binary ### TensorFlow version tf 2.10.0 ### Custom code Yes ### OS platform and distribution Windows 10 Enterprise ### Python version 3.9.16 ### Current behavior? I'm receiving an error when I try to restore the model checkpoint. I've seen a posting o...
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61,178
Tensorflow detects GPU but uses only CPU
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[ "Is this desired feature? Or Bug? Or have I done something wrong?", "## Solved\r\n`tensorflow=2.9.3` works for me\r\nI also measured total time of both operations with `time`.\r\nI do not remember all results, but both times are now comparable.\r\n\r\nIn contrast I did install new environment, just for cpu, and i...
2023-07-05T14:46:46
2023-07-30T01:52:12
2023-07-30T01:52:10
NONE
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### Issue type Support ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.10.x ### Custom code Yes ### OS platform and distribution Windows x64 ### Mobile device _No response_ ### Python version 3.8.16 ### Bazel version ...
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61,177
math grads, optimize one op away
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[ "Are you sure it's faster? We have vectorized fast-reciprocal routines that can be considerably faster than true division.", "I would expect that true division internally does whatever is most efficient?\n\nBut also, I'm mostly interested in GPU usage, and this is elemwise, so a single op should really be faster...
2023-07-05T11:31:11
2023-07-10T06:21:51
2023-07-05T22:51:12
CONTRIBUTOR
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Instead of `x * reciprocal(y)`, do `x / y`. This saves one op. Instead of (reciprocal, mul), you only have div.
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61,176
Fix aligned alloc feature condition on C++14 compiler
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[ "Hi @haozha111 Can you please review this PR ? Thank you!" ]
2023-07-05T08:48:18
2023-07-26T21:34:17
2023-07-26T21:24:46
CONTRIBUTOR
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The updated condition will only compile if both C++17 and C11 compliance are met, guaranteeing that the aligned_alloc feature is available. Relevant closed PR #57707 Fixes #57706
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fix #33859
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Change TFL_MINIMUM_OS_VERSION to build TensorFlowLiteCMetal_framework on XCode 14.3
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2024-06-05T08:23:10
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The TensorFlow Lite framework build for Metal fails with the Xcode Version 14.3 (14E222b) when running the command: `bazel build -c opt --config=ios_fat --cxxopt=--std=c++17 //tensorflow/lite/ios:TensorFlowLiteCMetal_framework` ``` ERROR: /tensorflow/tensorflow/lite/delegates/gpu/common/transformations/BUILD:123:...
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2023-07-04T14:03:34
2023-07-11T04:32:34
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version git HEAD ### Custom code No ### OS platform and distribution Ubuntu 20.04 ### Mobile device n/a ### Python version 3.9.16 ### Bazel version 6.1.0 ### GCC/compiler version 10.2.1 #...
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Set weights to any for matmul and ip oneDNN primitives
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In order to run optimized GEMM kernels for matrix multiplication through Arm Compute Library (ACL) when integrating it through oneDNN we need to specify that format for weights (RHS matrix) is any so that ACL can reorder them in the format that GEMM kernel expects them to be.
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incorrect PR
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[ "@rishikasinha-tf flaky test" ]
2023-07-04T10:39:13
2024-01-25T09:44:01
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CONTRIBUTOR
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version git HEAD ### Custom code No ### OS platform and distribution Ubuntu 20.04 ### Mobile device n/a ### Python version 3.9.16 ### Bazel version 6.1.0 ### GCC/compiler version 10.2.1 #...
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Functions that limit video memory do not work
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[ "Hi, \r\n\r\nThanks for reporting the issue.\r\n\r\nIn order to find the root cause of the issue, could you please help us by providing sample reproducible code.", "> Hi,\r\n> \r\n> Thanks for reporting the issue.\r\n> \r\n> In order to find the root cause of the issue, could you please help us by providing sampl...
2023-07-04T08:47:03
2023-08-07T17:25:39
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NONE
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### Issue type Performance ### Have you reproduced the bug with TensorFlow Nightly? No ### Source binary ### TensorFlow version tf2.12.0 ### Custom code Yes ### OS platform and distribution MacOs ### Mobile device _No response_ ### Python version 3.9 ### Bazel version ...
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Tensorflow official guide for optimizing pipeline performance in Data input pipelines does not include proper use cases
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[ "@AkshayRoyal Thank you for raising this issue!\r\nCould you please have a look at [this](https://www.tensorflow.org/guide/data) link which explains about the large input data and let us know if it helps? Please share the complete standalone code to replicate the [issue](https://colab.research.google.com/gist/sushr...
2023-07-04T02:03:04
2023-07-26T01:57:52
2023-07-26T01:57:49
NONE
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### Issue type Others ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version v2.12.0-rc1-12-g0db597d0d75 2.12.0 ### Custom code Yes ### OS platform and distribution RHEL8 .8 ### Mobile device _No response_ ### Python version 3.10.11 ### Bazel version _No re...
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//tensorflow/python/data/experimental/kernel_tests/service:worker_tags_test is flaky
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[ "@rishikasinha-tf flaky test" ]
2023-07-03T16:32:51
2023-07-11T04:35:35
null
CONTRIBUTOR
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version git HEAD ### Custom code No ### OS platform and distribution Ubuntu 20.04 ### Mobile device n/a ### Python version 3.9.16 ### Bazel version 6.1.0 ### GCC/compiler version 10.2.1 #...
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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/61165/checks?check_run_...
2023-07-03T16:18:29
2023-07-03T17:22:28
2023-07-03T16:19:13
NONE
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