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https://api.github.com/repos/tensorflow/tensorflow/issues/61164
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1,786,465,460
I_kwDOArmXAs5qe0y0
61,164
//tensorflow/dtensor/mlir/tests:spmd_expansion.mlir.test is flaky
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null
[ "@rishikasinha-tf " ]
2023-07-03T16:06:21
2023-07-11T04:36:48
null
CONTRIBUTOR
null
null
null
### 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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1,786,277,018
I_kwDOArmXAs5qeGya
61,163
assert_shapes does not return anything and cannot be used as control dependency
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null
[ "@javidcf Could you please have a look at [this](https://github.com/tensorflow/tensorflow/commit/11fc1489d01822a2e728103c3af998976b4e7cd1) commit and the similar [issue](https://github.com/tensorflow/tensorflow/issues/36268)?\r\nPlease let me know if that helps?\r\nThank you!", "@sushreebarsa Thank you for your c...
2023-07-03T14:18:14
2023-11-10T21:03:26
2023-11-10T21:03:24
CONTRIBUTOR
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version 2.14.0-dev20230606 ### Custom code Yes ### OS platform and distribution Windows 11 x64 ### Mobile device NA ### Python version 3.10 ### Bazel version NA ### GCC/compiler version NA...
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1,786,152,343
I_kwDOArmXAs5qdoWX
61,162
Vectorizing a mapping function containing tf.io.read_file in tf.data pipeline is not working.
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null
[ "@sachinprasadhs,\r\nI was able to reproduce the issue on tensorflow v2.12 and tf-nightly. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/8fee6b4c8b5090859107c7268116cc61/untitled1220.ipynb)." ]
2023-07-03T13:08:00
2023-07-14T22:21:11
null
NONE
null
null
null
### Issue type Bug ### 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 respo...
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1,786,086,574
I_kwDOArmXAs5qdYSu
61,161
keras.model.predict Generates Extra Batch and Inconsistent Number of Calls with Generator Dataset
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null
[ "Hi @arthurflor23 ,\r\n\r\nI have replicated the reported behaviour with tf-nightly and attached [gist](https://colab.research.google.com/gist/SuryanarayanaY/72026e6487102834b802491f531e7b53/61169.ipynb) here. It seems valid bug for me and needs to dig more.\r\n\r\nThanks !", "Hi,\r\nAny news on this?" ]
2023-07-03T12:30:21
2023-12-19T00:27:00
null
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version 2.14.0.dev20230703 ### Custom code Yes ### OS platform and distribution Linux ### Mobile device _No response_ ### Python version 3.9 ### Bazel version ...
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1,786,082,972
I_kwDOArmXAs5qdXac
61,160
tf.data Dataset: Warning when caching validation set. "You should use `dataset.take(k).cache().repeat()` instead."
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null
[ "@munsteraner \r\nIn order to expedite the trouble-shooting process, please provide the complete code snippet to reproduce the issue reported here. I tried to replicate the issue reported [here](https://colab.research.google.com/gist/sushreebarsa/f58fda9edac09f76d7016a66cf691452/61160.ipynb). Thank you!", "This i...
2023-07-03T12:28:21
2023-07-21T01:57:01
2023-07-21T01:56:58
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version tf 2.9.0 ### Custom code Yes ### OS platform and distribution Ubuntu 22.04 LTS ### Mobile device _No response_ ### Python version 3.9.5 ### Bazel version _No response_ ### GCC/compil...
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1,786,046,858
I_kwDOArmXAs5qdOmK
61,159
Built from source Tensorflow is not linking (undefined references)
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null
[ "According to this https://github.com/gvne/spleeterpp/blob/v0.1/docs/source/build.rst\r\nI should add the following lines to `tensorflow/tools/def_file_filter/def_file_filter.py.tpl`\r\n```\r\ndef_fp.write(\"\\t ??0SessionOptions@tensorflow@@QEAA@XZ\\n\")\r\ndef_fp.write(\"\\t ?LoadSavedModel@tensorflow@@YA?AVStatu...
2023-07-03T12:07:12
2023-07-19T22:54:48
null
NONE
null
null
null
### Issue type Build/Install ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.9.0 ### Custom code Yes ### OS platform and distribution Windows 10 ### Mobile device 11th Gen Intel(R) Core(TM) i7-1165G7, 4 Core(s), 8 Logical Processor(s) ### Python versi...
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1,785,842,383
I_kwDOArmXAs5qccrP
61,158
clip_by_norm incorrectly receives negative clip_norm and outputs unexpected result
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null
[ "Hi @drewshark ,\r\n\r\nThanks for reporting this.I have replicated the issue in both Tf2.12 and tf-nightly versions and attached [gist](https://colab.research.google.com/gist/SuryanarayanaY/3b9b6fd41484b540171c2f87f7d60d90/61158.ipynb) for reference.\r\n\r\nI quickly gone through the source code and It seems the A...
2023-07-03T10:13:36
2023-11-16T01:49:31
2023-11-16T01:49:27
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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1,785,566,538
I_kwDOArmXAs5qbZVK
61,157
[MLIR] Fix tf.StridedSlice lowering to tosa with new_axis_mask/shrink_axis_mask
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null
[ "@AviadCo Thank you for raising the PR to fix this issue. This issue will be closed once the PR is merged. \r\nThank you!", "@sushreebarsa thanks for responding.\r\nI am unable to put more reviewers to the PR, can it be only one reviewer for my MR? can you add relevant reviewers?", "Hello, @AviadCo ! Another r...
2023-07-03T07:56:16
2023-07-11T13:43:22
null
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version tf 2.13.0rc2 ### Custom code Yes ### OS platform and distribution Linux Ubunto 18.04 ### Mobile device _No response_ ### Python version 3.9.1 ### Bazel version 6.1.2 ### GCC/compile...
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1,784,570,231
I_kwDOArmXAs5qXmF3
61,150
TF Lite produces wrong graph when tensor broadcasting exists
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null
[ "Hi @YaoJiayi \r\n\r\nI was able to reproduce the issue. Seems like broadcasting to shape [2,1] does gives the intended result.\r\n\r\nPlease find the gist [here](https://colab.research.google.com/gist/pjpratik/1be8972c67d458ffa1d6eaa8943618b8/61150.ipynb).\r\n\r\n@pkgoogle Can you check this issue?\r\n\r\nThanks....
2023-07-02T10:28:45
2023-07-06T17:51:35
null
NONE
null
null
null
### 1. System information - OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Linux Ubuntu 20.04 - TensorFlow installation (pip package or built from source): pip - TensorFlow library (version, if pip package or github SHA, if built from source): 2.14.0-dev20230701 ### 2. Code This is the minimized code...
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1,784,563,028
I_kwDOArmXAs5qXkVU
61,149
tf.image.extract_patches error for tf.RaggedTensor inputs
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null
[ "Hi @RaminNateghi ,\r\n\r\nThe reason for this behaviour is not all Ops supports Ragged Tensors. You can find the list of supported Ops [here](https://www.tensorflow.org/api_docs/python/tf/ragged). For `tf.image` module only the following Ops support Ragged Tensors.\r\n\r\n> [tf.image.adjust_brightness](https://www...
2023-07-02T10:13:52
2023-08-10T01:54:27
2023-08-10T01:54:25
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow 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_ ### Bazel version _No response_ ### GCC...
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61,140
Update README.md
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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/61140/checks?check_run_...
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2023-07-04T17:54:43
2023-07-04T17:54:28
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Update configure.cmd
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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/61139/checks?check_run_...
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2023-07-04T17:51:38
2023-07-04T17:51:11
NONE
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Update .zenodo.json
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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/61138/checks?check_run_...
2023-07-01T14:02:40
2023-07-04T17:52:42
2023-07-04T17:52:37
NONE
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Not correct result from tf.split()
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[ "Hi @FGMphys ,\r\n\r\nThanks for reaching us. I have tested the code and yes it seems bug present in TF2.10 and it got resolved in TF2.11 and later versions and attached [gist](https://colab.research.google.com/gist/SuryanarayanaY/6d55357a00c452054a54b2a975816967/61137.ipynb) for reference.. As the error resolved s...
2023-07-01T10:11:36
2023-07-04T09:13:41
2023-07-04T09:13:38
NONE
null
null
null
### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? No ### Source binary ### TensorFlow version tf 2.8-2.9-2.10 ### Custom code No ### OS platform and distribution Both on Mac and on Ubuntu ### Mobile device _No response_ ### Python version 3.9 ### Bazel version _No response_ #...
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Label of image looks pretty small in detection
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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/61136\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ...
2023-07-01T06:39:54
2023-07-01T06:41:49
2023-07-01T06:41:47
NONE
null
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null
### Issue type Performance ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version tf 2.11 ### Custom code Yes ### OS platform and distribution * ### Mobile device * ### Python version python 3.7 ### Bazel version * ### GCC/compiler version * ### CUDA/cu...
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61,134
unpin gast dependency for pip_package
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[ "Fixed some missing `=` in `!=`", "I will be gone for a week (due to 4th of July) but will check again when I'm back (and probably earlier on the github side)", "I can't really do something about the failing linter check, the line for excluding protobuf versions is pre-existing, and probably needs to be that lo...
2023-06-30T23:31:25
2023-07-07T09:13:27
2023-07-06T16:34:44
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Commit c762c4501ca017994c1fa5554c3c8e47b7c80b66 noted that "I also know that gast 0.5.2 breaks one of our tests" and committed "gast versions above 0.4.0 are incompatible with some of TF's tests." In #56244, it was suggested to raise a PR to remove the cap. In view of the above-mentioned constraints, I've excluded e...
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61,133
Rename tensorflow_issue_template
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61,132
_SparseSparseMaximumGrad throws TypeError in forward gradient computation
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[ "Hi @trickiwoo ,\r\n\r\nThanks for reporting. I have replicated the issue with Tf2.12 and tf-nightly as well and attached [gist](https://colab.research.google.com/gist/SuryanarayanaY/994d408ba5d5e3728644b2224a28a6c4/61132.ipynb) for reference.\r\n\r\nNeeds to dig more to check the reason for this behaviour. Thanks!...
2023-06-30T19:23:24
2023-07-31T14:17:33
null
NONE
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### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source source ### TensorFlow version 2.14.0-dev20230630 ### Custom code Yes ### OS platform and distribution Linux Ubuntu 20.04 ### Mobile device _No response_ ### Python version _No response_ ### Bazel version _No resp...
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61,131
SavedModel is not deterministic when saved with enable_op_determinism=True
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[ "To clarify, in this saving block:\r\n```\r\ntf.keras.utils.set_random_seed(42)\r\ntf.config.experimental.enable_op_determinism()\r\nmodel.seed = 42\r\n\r\n# Model is deterministic here\r\n\r\ntf.keras.models.save_model(model, save_path, save_format=\"tf\")\r\n```\r\n\r\nSo, before saving the model and after the se...
2023-06-30T19:15:29
2023-07-23T01:59:33
2023-07-23T01:59:31
NONE
null
null
null
### Issue type Support ### Have you reproduced the bug with TensorFlow Nightly? No ### Source source ### TensorFlow version 2.9.2 ### Custom code No ### OS platform and distribution Ubuntu 20.04 ### Mobile device _No response_ ### Python version _No response_ ### Bazel version _No response_ ### GCC/co...
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61,129
mutiple issues with the new parameter server strategy
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[ "> 1. how to shard data by files, how to use the later binding mechanism to shard data by files, which is critical for high performance training using tf.data.Dataset apis, all workers reading the total data is not scalable.\r\n\r\n> 3. how to ensure even the workers are with uneven amount of data, the training pro...
2023-06-30T16:50:24
2023-08-10T01:54:30
2023-08-10T01:54:26
NONE
null
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null
<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? Yes ### Source binary ### Tensorflow Version 2.10.1 ### Custom Code Yes ### OS Platform and Distribution ubuntu 16.04 ### Mobile device _No response_ ### Pytho...
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Internal error: Error applying delegate when trying to use TensorFlow Lite NNAPI delegate on Google Pixel 7
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[ "Hi @soupslurpr \r\n\r\nCould you please try using the nightly snapshot and let us know if you are still facing the issue?\r\n\r\nThanks.", "Hello, thanks for responding. I just tried version 0.0.0-nightly-SNAPSHOT and the error still occurs.", "Hi @soupslurpr, There is a similar issue here: https://github.com/...
2023-06-30T04:21:02
2024-01-23T16:22:38
null
NONE
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? No ### Source binary ### Tensorflow Version tensorflow-lite 2.12.0 ### Custom Code Yes ### OS Platform and Distribution _No response_ ### Mobile device Google Pixel 7 ### Python version _N...
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61,124
Remove Python 3.9 and 3.10 silicon CI tests
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2023-06-29T16:09:03
2023-06-30T19:00:47
2023-06-30T19:00:47
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Reduce the tests run for CI down to just min and max python versions
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Update to ACL 23.05.1, add ACL reorders
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[ "This PR depends on and includes changes from this PR by @cfRod:\r\nhttps://github.com/tensorflow/tensorflow/pull/61093\r\nIt also depends on and includes this PR merging in a patch by @kawakami-k:\r\nhttps://github.com/tensorflow/tensorflow/pull/61114", "@penpornk @nSircombe @cfRod ", "> Is this PR a superset ...
2023-06-29T14:27:58
2023-07-14T16:55:51
2023-07-13T17:19:23
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This PR updates ACL to 23.05.1. It updates patches in oneDNN as required for this update. Additionally it adds ACL based reorders for select shapes.
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Migrate fuzzers to FuzzTest format
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[ "@fcoUnda ", "Hi @fcoUnda Can you please review this PR ? Thank you!", "This has been superseded by https://github.com/tensorflow/tensorflow/pull/61221\r\n\r\nClosing" ]
2023-06-29T09:34:09
2023-08-23T10:24:12
2023-08-23T10:24:09
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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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` #include "include/float8.h" // from @ml_dtypes` is missing
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[ "It seems to work again with the latest nightly.", "Hi, Thanks for confirming that it works with Nightly version, feel free to close the issue if it is resolved.\r\n\r\nFor the latest Nightly and Stable Tensorflow docker versions, please refer the page here https://hub.docker.com/r/tensorflow/tensorflow/tags", ...
2023-06-29T08:49:35
2023-07-18T15:14:38
2023-07-18T07:14:33
NONE
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<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 ### Custom Code Yes ### OS Platform and Distribution docker/tensorflow/tensorflow:nightly-gpu ### Mobile device No ### Python version 3....
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[MHLO] let unfuse-batch-norm-inference produce bcast_mul+bcast_add
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[ "@burmako It seems we have a duplicate UnfuseBatchNorm pass. Do you think that one of them can be removed? And which one is better to keep?", "Hi @burmako Can you please review this PR ? Thank you!", "Hi @qingyunqu Can you please resolve conflicts? Thank you!", "> Hi @qingyunqu Can you please resolve conflict...
2023-06-29T08:11:38
2024-06-05T08:23:05
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The code just copied from `tensorflow/compiler/mlir/lite/stablehlo/transforms/unfuse_batch_norm_pass.cc`
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updating release notes with security fixes
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Tensorflow Lite for Windows and macOS
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[ "Hi @ph1oneX ,\r\n\r\nBasically TF lite is designed for edge devices for below reasons.\r\n\r\nOptimized for on-device machine learning, by addressing 5 key constraints: latency (there's no round-trip to a server), privacy (no personal data leaves the device), connectivity (internet connectivity is not required), s...
2023-06-28T18:15:49
2023-07-18T02:13:40
2023-07-18T02:13:40
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Hi guys, So i am new to On Device Machine Learning which is super cool but, the limitation with tf-lite is that i can only use in Android or iOS not in Windows Apps nor MacOS. I request any of you who has dealt with embedding tfLite with Desktop class Apps to provide a simple solution.
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`tf.math.reduce_prod` produces wrong second-order gradient
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[ "@SuryanarayanaY I was able to replicate the issue in TF v[2.12](https://colab.research.google.com/gist/sushreebarsa/aa434c17414f0a57f5a8495245b7e26d/61117.ipynb), v[2.13](https://colab.research.google.com/gist/sushreebarsa/2520aca5bc8afa21acbdc8e43deb3e88/61117.ipynb#scrollTo=x_SdosaHmLAm) and [tf-nightly](https:/...
2023-06-28T16:17:39
2023-07-31T18:38:05
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<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-dev20230628 ### Custom Code Yes ### OS Platform and Distribution Linux Ubuntu 20.04 ### Mobile device _No response_ ### Python version 3...
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//tensorflow/python/data/kernel_tests:snapshot_test is flaky
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[ "@rishikasinha-tf flaky test", "AARCH64 log\r\nhttps://github.com/tensorflow/tensorflow/actions/runs/5378348054/jobs/9758026382#step:5:8430", "Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry...
2023-06-28T15:59:05
2023-09-06T05:21:04
2023-09-06T05:21:01
CONTRIBUTOR
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? Yes ### Source source ### Tensorflow Version git HEAD ### Custom Code No ### OS Platform and Distribution Ubuntu 20.04 ### Mobile device n/a ### Python version 3.9.16 ### Bazel version 6...
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//tensorflow/python/distribute/experimental/rpc:rpc_ops_test is flaky
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[ "@rishikasinha-tf flaky test" ]
2023-06-28T15:54:29
2023-07-11T04:38:42
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CONTRIBUTOR
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? Yes ### Source source ### Tensorflow Version git HEAD ### Custom Code No ### OS Platform and Distribution Ubuntu 20.04 ### Mobile device n/a ### Python version 3.9.16 ### Bazel version 6...
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Support for jit-ed block reorder on AArch64
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[ "This PR depends on and includes changes from this PR by @cfRod:\r\nhttps://github.com/tensorflow/tensorflow/pull/61093\r\n", "@penpornk @nSircombe ", "> Thank you for the PR!\r\n> \r\n> We plan to update x86 oneDNN to v3.2 in a few weeks (before TF 2.14 branch cut). Would aarch64 build like to update to v3.2 a...
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This PR adds a patch to oneDNN for the Compute Library build adding support for jit-ed blk_reorder. The contents in the patch is fully authored by @kawakami-k, the source used for this patch is available here: https://github.com/oneapi-src/oneDNN/pull/1483
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? Yes ### Source source ### Tensorflow Version git HEAD ### Custom Code No ### OS Platform and Distribution Ubuntu 20.04 ### Mobile device n/a ### Python version 3.9.16 ### Bazel version 6...
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? Yes ### Source source ### Tensorflow Version git HEAD ### Custom Code Yes ### OS Platform and Distribution Ubuntu 20.04 ### Mobile device n/a ### Python version 3.9.16 ### Bazel version ...
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[ "@penpornk @nSircombe @milpuz01 ", "Hi @cfRod Can you please resolve conflicts? Thank you!", "@gbaned , I have rebase the PR now on top of the new commits in PR 60026. The conflicts were from PR https://github.com/tensorflow/tensorflow/pull/60026/commits which have been fixed there. ", "Thanks all for the las...
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This PR follows an approach of using heuristics to choose whether to rewrite a oneDNN matmul node via mkl_layout_pass for AArch64 builds. The heuristics is based on a decision tree model with the shapes and number of ops as features. This work is based on three PRs in upstream TensorFlow: 1. https://github.com/tenso...
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? Yes ### Source source ### Tensorflow Version git HEAD ### Custom Code No ### OS Platform and Distribution Ubuntu 20.04 ### Mobile device n/a ### Python version 3.9.16 ### Bazel version 6...
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This MR accounts for the legalization of tfl.squared_difference when the datatype is quantized INT8. This change ensures that the resulting TOSA graph matches the behaviour of the TensorFlow Lite reference operator.
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[ "@rishikasinha-tf flaky test", "Thanks. This is a known issue due to portpicker cannot always guarantee getting a fresh, unused port for the tests. We don't really have a good strategy to deal with this problem at the moment, other than retrying the test. Any suggestions and/or contribution is highly welcomed.", ...
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2023-07-12T08:26:12
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? Yes ### Source source ### Tensorflow Version git HEAD ### Custom Code No ### OS Platform and Distribution Ubuntu 20.04 ### Mobile device n/a ### Python version 3.9.16 ### Bazel version 6...
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Gradient Error (No gradient defined for operation 'bilateral_layer_1/Lu_10' (op type : Lu)) in CRFLayer
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[ "Hi @rishabh316 ,\r\n\r\nIt might be possible that any of the Op may not have gradient implementation and you are trying to calculate the gradient for it. Please cross check it once. I am attaching the lost of [raw_ops](https://www.tensorflow.org/api_docs/python/tf/raw_ops) in tensorflow with the status of gradient...
2023-06-28T12:04:32
2023-07-19T10:03:52
2023-07-19T10:03:50
NONE
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The issue is from the new refined UNet v3.0 which i try to train my dataset on. the link to the repo of that model is here: [https://github.com/92xianshen/refined-unet-v3](url) I am working on this code on Jupyter notebook for my convenience. I design the Unet architecture code based on the architecture given in ...
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//tensorflow/python/distribute:moving_averages_test is flaky
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[ "@rishikasinha-tf flaky test" ]
2023-06-28T11:56:02
2023-07-03T16:05:44
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? Yes ### Source source ### Tensorflow Version git HEAD ### Custom Code No ### OS Platform and Distribution Ubuntu 20.04 ### Mobile device n/a ### Python version 3.9.16 ### Bazel version 6...
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//tensorflow/python/distribute/failure_handling:failure_handler_test is flaky
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[ "@rishikasinha-tf flaky test" ]
2023-06-28T10:57:28
2023-07-03T11:59:24
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? Yes ### Source source ### Tensorflow Version git HEAD ### Custom Code No ### OS Platform and Distribution Ubuntu 20.04 ### Mobile device n/a ### Python version 3.9.16 ### Bazel version 6...
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[NVIDIA TF] Fix version guards for cuLaunchKernelEx
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This CUDA API was introduced in CUDA 11.8. This patch fixes the build when using CUDA < 11.8. cc @nluehr @pjannaty
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update estimator and keras versions
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Build aar with models using tfops
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[ "Hi @LobnaMazhar \r\n\r\nThis seems to be an error caused by Jax library.\r\n\r\nHave you configured https://www.tensorflow.org/lite/android/lite_build#configure_workspace_and_bazelrc and set the options accordingly?\r\n\r\nAlso, can you please provide toy tflite model inorder to reproduce the issue?\r\n\r\nThanks....
2023-06-27T23:07:39
2024-06-11T14:38:00
2023-07-15T02:08:55
NONE
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I am trying to build a small aar for specific ML models where one of them is using tfops, I don't want to use the nighty version due to its huge size. I am following this [documentation](https://www.tensorflow.org/lite/android/lite_build#configure_workspace_and_bazelrc), I downloaded the provided Dockerfile and I...
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Model running on CPU when using NNAPI even with NnApiDelegate.Options().useNnapiCpu = false
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[ "Apologies, it seems I wasn't passing options when creating the Interpreter. Now it is crashing with \r\n java.lang.RuntimeException: java.lang.IllegalArgumentException: Internal error: Error applying delegate: \r\n \r\nI'll make a new issue for that.", "Are you satisfied with the re...
2023-06-27T22:31:32
2023-06-30T03:57:30
2023-06-30T03:57:09
NONE
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? No ### Source binary ### Tensorflow Version tensorflow-lite 2.12.0 ### Custom Code Yes ### OS Platform and Distribution _No response_ ### Mobile device Google Pixel 7 ### Python version _N...
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Numerous improvements made to the tensorflow_issue_template
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[ "Okay, I've made the requested changes in the latest commit.\r\n\r\nhttps://github.com/tensorflow/tensorflow/pull/61099/commits/be9472436a4ba050382816b6420297773c70f8ed" ]
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Update tensorflow_issue_template
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61,097
Update version numbers for TensorFlow 2.13.0
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2023-06-27T18:21:10
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Before merging this PR, please double check that it has correctly updated `core/public/version.h`, `tools/pip_package/setup.py`, and `tensorflow/tensorflow.bzl`. Also review the execution notes below: ``` Major: 2 -> 2 Minor: 13 -> 13 Patch: 0 -> 0 WARNING: Below are potentially instances of lingering old version str...
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61,096
Concurrent Read/Writes to tensorflow::*File across different processes
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[ "@p3achyjr,\r\nCould you please provide more context/information or the complete standalone code to reproduce the issue which helps to analyse the issue in an effective way. Thank you!", "```\r\n// p1.cc\r\n#include \"tensorflow/core/lib/io/record_writer.h\"\r\n#include \"tensorflow/core/example/example.pb.h\"\r\...
2023-06-27T17:38:43
2023-07-01T13:53:55
null
NONE
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<details><summary>Click to expand!</summary> ### Issue Type Support ### Have you reproduced the bug with TF nightly? No ### Source source ### Tensorflow Version 2.11 ### Custom Code Yes ### OS Platform and Distribution Debian GNU/Linux 10 ### Mobile device _No response_ ### Python version 3.8 ### Ba...
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61,095
UnsatisfiedLinkError: Failed to load native TensorFlow Lite methods
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[ "Hi @kbhargavi33 \r\n\r\nTF Nightly is not a stable version. Can you please check in latest stable version 2.12 and let us know if you are still facing the issue?\r\n\r\nThanks.\r\n\r\n", "@pjpratik I am able to replicate this with latest version as well.\r\norg.tensorflow:tensorflow-lite:2.12.0", "This is also...
2023-06-27T17:09:43
2023-10-19T11:28:09
2023-10-18T19:21:44
NONE
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? Yes ### Source binary ### Tensorflow Version 0.0.0-nightly-SNAPSHOT ### Custom Code No ### OS Platform and Distribution _No response_ ### Mobile device Android Sa...
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61,094
Cherry-pick: Fix unit test failure caused by numpy update
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2023-06-27T16:16:32
2023-06-27T19:16:42
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61,093
Update oneDNN reorder on AArch64
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[ "@penpornk ", "Closing this since it is a subset of #61123 which is now merged. Thank you very much again, @cfRod!" ]
2023-06-27T15:23:08
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This PR backports this oneDNN PR (https://github.com/oneapi-src/oneDNN/pull/1475/files) authored by me that has already been merged into oneDNN upstream.
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61,092
Lack of Documentation for GPU Use, Especially in Metal GPUs in MacBook M1, M1 Max and M2 Chips
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[ "Hi,\r\n\r\nThanks for reporting the issue.\r\n\r\nTensorflow Metal support for M1 and M2 were not officially supported by us. \r\nAs shown in the warning, the performance impact for M1 and M2 is shown.\r\n\r\nIf your issue is specific to the warning you have mentioned, as mentioned in the warning, please use `tf.k...
2023-06-27T12:04:56
2023-06-30T15:34:12
2023-06-30T11:51:00
NONE
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Hi, Whenever I tried to use a GPU on MPS with MacBook M1, I generally fail to use the GPU and whenever I tried to reach out to documentation for help, it doesn't provide much help. In addition to the documentation issue, there's a slowdown on M1, M1 Max and M2 chips when I use TensorFlow 2.11+ WARNING:absl:At thi...
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NoClassDefFoundError: GpuDelegateFactory$Options not found
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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/61091\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ...
2023-06-27T09:35:46
2023-09-02T01:46:31
2023-09-02T01:46:22
NONE
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? False ### Source source ### Tensorflow Version TF2.12 ### Custom Code Yes ### OS Platform and Distribution Android 12 ### Mobile device Android 12 ### Python v...
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1,776,469,269
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61,090
The relationship between the parameters of Conv2D is unclear
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[ "Hi @PhyllisJi ,\r\n\r\nThanks for reaching us. The documentation of [tf.keras.layers.Conv2D](https://www.tensorflow.org/api_docs/python/tf/keras/layers/Conv2D) for the argument `strides` as below:\r\n\r\n\r\n> \r\n> strides | An integer or tuple/list of 2 integers, specifying the strides of the convolution along t...
2023-06-27T09:22:41
2023-07-19T02:20:45
2023-07-19T02:20:43
NONE
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<details><summary>Click to expand!</summary> ### Issue Type Documentation Bug ### Have you reproduced the bug with TF 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 ### Ba...
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Error about using TensorFlow1.14
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[ "@SupermanTai,\r\nWe see that you are using tf version 1.14, 1.x is not actively supported, please update to 2.x and let us know if you are facing the same issue. \r\n\r\nAnd also you have provided the code which is suitable for 1.x version. Could you please try to migrate your TensorFlow code from TensorFlow 1.x t...
2023-06-27T07:18:19
2023-07-15T02:09:00
2023-07-15T02:08:58
NONE
null
null
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<details><summary>Click to expand!</summary> ### Issue Type Build/Install ### Have you reproduced the bug with TF nightly? Yes ### Source source ### Tensorflow Version tf 1.14.0 ### Custom Code Yes ### OS Platform and Distribution Ubuntu18.04 ### Mobile device Ubuntu18.04 ### Python version 3.7 ### ...
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Update models.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/61088/checks?check_run_...
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2023-06-29T17:35:22
2023-06-27T05:24:19
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Numerous improvements made to the tensorflow_issue_template
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[ "Sorry for the inconvenience! Did the recent commits fix the issue?\r\n\r\nhttps://github.com/tensorflow/tensorflow/pull/61087/commits/b0551ae6d15e32323d43c88c2985e80229326d39", "Not really, it still shows as the file being deleted and recreated.\r\n\r\nI think it also gets confused by the fact that there are so ...
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Update tf_env_collect.sh
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TF2.13 Breaks register_keras_serializable
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[ "Likely related to the new keras saving introduced in the 2.13. Adding Francois and Neel for visibility.", "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:...
2023-06-26T19:46:34
2023-06-27T17:34:40
2023-06-27T17:34:38
MEMBER
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? Yes ### Source pypi ### Tensorflow Version TF2.13.0rc2 ### Custom Code Yes ### OS Platform and Distribution _No response_ ### Mobile device _No response_ ### P...
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61,084
tf.data.Dataset prefetch not fetching data asynchronously
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[ "Hi @zackwohl ,\r\n\r\nThanks for reaching us. Could you able to submit a colab gist replicating the reported behaviour with an image dataset.\r\n\r\nAlso can you confirm the behaviour with `buffer_size=1 or 2` instead of `tf.data.AUTOTUNE` just to cross check the behaviour.\r\n\r\nThanks!", "Hi @SuryanarayanaY, ...
2023-06-26T19:39:17
2023-07-31T13:52:06
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? No ### Source source ### Tensorflow Version 2.11 ### Custom Code Yes ### OS Platform and Distribution Debian/Linux 11 ### Mobile device _No response_ ### Python version 3.7 ### Bazel vers...
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Not initialized delegate kernel after tflite conversion
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[ "Hi @Tachimura \r\n\r\nThe DepthConv2D layer in TF has known limitation of specifying any stride value != 1 is incompatible with specifying any dilation_rate value !=1. \r\n\r\nAs given in [documentation](https://www.tensorflow.org/api_docs/python/tf/keras/layers/DepthwiseConv2D?hl=en&version=nightly#args)\r\n\r\n...
2023-06-26T17:39:13
2023-07-12T02:08:27
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### 1. System information - OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Windows 11 - TensorFlow installation (pip package or built from source): pip package - TensorFlow library (version, if pip package or github SHA, if built from source): TensorFlow 2.10.0 ### 2. Code Code to reproduce my i...
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Updating Simplified retry logic to DNS cache for patch release 2.12.1
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Fix ambiguity in use of overloaded functions in XLA
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2023-06-26T15:19:55
2023-06-28T11:59:45
2023-06-28T07:31:42
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Fix ambiguity by casting arguments to ensure desired function is used Fixes https://github.com/tensorflow/tensorflow/issues/61068
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MHLO -> HLO does not respect sharding, inserting a tuple without sharding
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[ "Eugene, can you take a look at this?", "Thank you for flagging! Will take a look - I vaguely remember that there were some historical reasons for this, but hopefully it's just because noone had the time to implement this." ]
2023-06-26T10:50:30
2023-07-18T05:54:52
null
CONTRIBUTOR
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? No ### Source source ### Tensorflow Version 2e896fbe1e0ea4df33fbcfe780a1036f431b4e89 ### Custom Code Yes ### OS Platform and Distribution Linux Ubunto 20.04 ### Mobile device _No response_ ...
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61,079
Updating tf.experimental.numpy.vander for N=0
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[ "Hi @SuryanarayanaY Can you please check @cantonios's [comments](https://github.com/tensorflow/tensorflow/pull/61079#pullrequestreview-1498899933) ? Thank you!", "Changes done as requested. Thanks!", "Hi @SuryanarayanaY Any update on this PR? Please. Thank you!", "This PR is stale because it has been open for...
2023-06-26T10:27:27
2023-08-09T19:09:13
2023-08-09T19:09:11
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At present the API `tf.experimental.numpy.vander` behaves differently compared to its Numpy variant `numpy.vander` when the argument value of `N=0` . I think the behaviour of Numpy variant is correct.Current TF implementation broadcasts N to `N=shape(x)[0]` when either N=0 or N=None which is not correct. When N=0 th...
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Add text reader fuzzer
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[ "@fcoUnda ", "Sorry, it seems there is a problem with landing this inside the XLA directory. We are not allowed to accept dependencies into tensorflow. If it is something that should be shared between XLA and Tensorflow, it needs to go into the TSL repository.", "> Sorry, it seems there is a problem with landin...
2023-06-25T23:55:01
2023-07-06T17:23:52
2023-07-06T17:23:51
CONTRIBUTOR
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Error to run tf
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[ "Hi @Setex10 ,\r\n\r\nOn windows native you need to install Microsoft Visual C++ Redistributable for visual studio code as per instructions mentioned [here](https://www.tensorflow.org/install/pip#software_requirements). Could you please check and confirm.\r\n\r\nThanks!", "i have already, but i have the same erro...
2023-06-25T20:55:00
2023-07-12T02:08:30
2023-07-12T02:08:28
NONE
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? No ### Source source ### Tensorflow Version 2.10 ### Custom Code Yes ### OS Platform and Distribution Windowsx 11 ### Mobile device _No response_ ### Python version 3.10.9 ### Bazel versi...
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CUDA_ERROR_NOT_PERMITTED: operation not permitted when fitting model on GPU
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[ "@pawelremiszewski,\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/66ba5681e65198b272d4c880ed71f1cd/untitled1215.ipynb) and provide the complete dependencies. \r\n\r\nAlso the above error occurs when there’s a...
2023-06-25T17:59:03
2023-12-12T01:50:05
2023-12-12T01:50:02
NONE
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? No ### Source source ### Tensorflow Version v2.10.0-rc3-6-g359c3cdfc5f 2.10.0 ### Custom Code Yes ### OS Platform and Distribution Windows 10 ### Mobile device _No response_ ### Python vers...
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61,075
Fix unit test failure caused by numpy update
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[ "As always with this file, it fails the PyLint test due to a pre-existing line length which is not fixable. This same PyLint test is then also repeated in the Code Check test.\r\nThe Py+CPP checks are not valid for this branch as they attempt to use a toolchain that does not exist in this branch." ]
2023-06-25T07:36:38
2023-06-28T12:00:05
2023-06-26T18:05:57
CONTRIBUTOR
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Limit the version of numpy that will be accepted for install to the last one that works.
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Requested feature_data_ size 536907080 doesn't match 1960; Feature generation failed;
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[ "Hi @Svobi27 \r\n\r\nI was able to run the example after making some changes for TF 2.x version, in TF 2.12 which is the latest stable version. Please find the gist [here](https://colab.research.google.com/gist/pjpratik/c7d860614aa2fe32c06f8514e5f193bc/61074.ipynb).\r\n\r\nThanks.\r\n\r\n", "Hello @pjpratik \r\n\...
2023-06-24T15:13:55
2023-07-13T10:44:05
2023-07-13T10:44:02
NONE
null
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? Yes ### Source source ### Tensorflow Version V2.8 ### Custom Code Yes ### OS Platform and Distribution _No response_ ### Mobile device _No response_ ### Python version _No response_ ### B...
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[TOSA] Change to use new style of dyn_cast
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[ "LGTM. Working on merging now." ]
2023-06-23T21:29:48
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change old stype of x.dyn_cast<T>() to new style: dyn_cast<T>(x) Signed-off-by: Tai Ly <tai.ly@arm.com> Change-Id: I0caf0492cc21c4b6a0e679202197e212cf01740d
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Use proper abbreviation
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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/61072/checks?check_run_...
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[CMake] Add dependency for MhloTestAnalysis.
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Hello! We're working on an [MLIR based compiler that takes StableHLO and lowers it to standard MLIR dialects](https://github.com/PennyLaneAI/catalyst/). To do this, we have relied on transformations available in `mlir-hlo-opt`. Part of our CI/CD process includes building `mlir-hlo-opt` from scratch in Github Actions...
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[ROCM][XLA] Enable fast f16 atomic add
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Call TensorFlowLite model with `CVPixelBuffer` from Camera
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[ "Hi, @mrousavy,\r\n\r\n>1. The Frame is any arbitrary size, but the models are trained to specific sizes. So I'm obviously getting the following error:\r\n>\r\n>```Input tensor at index (9142529056) expects data size (110592), but got (8355840).```\r\n>\r\n>Input tensor at index (9142529056) expects data size (1105...
2023-06-23T13:34:17
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Hey! Sorry I know this is off-topic and a question, but I couldn't find any examples or documentation on optimizing input-tensors for realtime usage. I'm the author of a very popular Camera library for mobile apps (React Native / [VisionCamera](https://github.com/mrousavy/react-native-vision-camera)) and I'm trying ...
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XLA unit tests fail to build on gcc
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[ "See https://ci.linaro.org/view/All/job/ldcg-python-manylinux-tensorflow-nightly/831/consoleText", "@nSircombe @cfRod ", "Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entry.85265664=Yes&entry.2...
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? Yes ### Source source ### Tensorflow Version git HEAD ### Custom Code No ### OS Platform and Distribution Ubuntu 20.04 ### Mobile device n/a ### Python version 3.8.13 ### Bazel version 6...
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Model runs without error in Tensorflow, but crashes with a segmentation fault in TFLite
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[ "Hi @m-decoster \r\n\r\nI have tried to reproduce the issue on `tf-nightly` and did not observe any crash or segmentation fault.\r\n\r\nI was able to get the output without any error.\r\n\r\nPlease find the gist [here](https://colab.research.google.com/gist/pjpratik/fb385410acdcc281d3fa2471d4fb7179/61067.ipynb) and...
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### 1. System information - OS Platform and Distribution: Ubuntu 20.04.4 LTS - TensorFlow installation: pip - TensorFlow library: 2.12.0 - TFLite runtime: 2.12.0 ### 2. Code The model is exported from PyTorch using ONNX. I have not included the PyTorch code below for brevity's sake (and because it is used f...
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Update SECURITY.md
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Fixed spelling errors.
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1,770,739,261
I_kwDOArmXAs5pi1Y9
61,065
TF Lite Converter produces outputs in an incorrect order when multiple outputs are present
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[ "I was able to reproduce this issue. Please find the gist [here](https://colab.research.google.com/gist/pjpratik/d67c52ee79ab0dcbbd9f8699bc8a8575/61065.ipynb).\r\n\r\n@pkgoogle Could you please look into this issue?\r\n\r\nThanks.\r\n", "Hi @YaoJiayi,\r\n\r\nInput/Output ordering is not guaranteed to be preserved...
2023-06-23T04:01:11
2023-06-27T18:46:34
2023-06-27T18:46:31
NONE
null
null
null
### 1. System information - OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Linux Ubuntu 20.04 - TensorFlow installation (pip package or built from source): pip - TensorFlow library (version, if pip package or github SHA, if built from source): 2.14.0-dev20230622 ### 2. Code This is the minimized code...
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61,064
from tensorflow.python._pywrap_tensorflow_internal import * ImportError: libflatbuffers.so.2: cannot open shared object file: No such file or directory
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[ "@sejin8642,\r\nCould you please confirm whether you are trying to install the tensorflow v2.10 and following the steps provided on the tensorflow official document.\r\nhttps://www.tensorflow.org/install/pip\r\n\r\nAlso please let us know the hardward configurations you are using and try to follow the tested build ...
2023-06-22T23:11:07
2023-07-22T01:54:44
2023-07-22T01:54:42
NONE
null
null
null
<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? No ### Source source ### Tensorflow Version tf 2.10.0 ### Custom Code Yes ### OS Platform and Distribution CentOS Linux 7 ### Mobile device _No response_ ### Python version 3.10 ### Bazel...
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1,770,475,005
I_kwDOArmXAs5ph039
61,063
Crashes in model.save, wrapt error
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[ "@cmayer,\r\nCould you please provide the complete standalone code to reproduce the issue, it helps us to analyse the issue in an effective way. Thank you!", "This issue is stale because it has been open for 7 days with no activity. It will be closed if no further activity occurs. Thank you.", "I need some more...
2023-06-22T22:29:39
2023-07-29T01:50:06
2023-07-29T01:50:04
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 ### Custom Code No ### OS Platform and Distribution Fodera Linux ### Mobile device _No response_ ### Python ve...
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1,769,783,994
PR_kwDOArmXAs5TqY22
61,062
[Linaro:ARM_CI] Stop building pip packages for ARM_CI
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2023-06-22T14:17:16
2023-06-28T11:59:25
2023-06-27T21:34:25
CONTRIBUTOR
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Only build pip packages in ARM_CD action now to save time on the runners
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PR_kwDOArmXAs5TqU1Z
61,061
Allow RocmRoot to be set via ROCM_PATH env var
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[ "@akuegel When can we expect for this to be merged?", "> @akuegel When can we expect for this to be merged?\r\n\r\nIt is outside of my control. It needs to be approved internally by someone who has \"OWNERS\" rights for tensorflow/tsl/platform/default/rocm_rocdl_path.cc" ]
2023-06-22T14:07:24
2023-06-26T17:06:33
2023-06-26T17:06:32
CONTRIBUTOR
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1,769,746,294
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61,060
jacobian computation throws ValueError for LinearOperatorFullMatrix: object of type 'LinearOperatorFullMatrix' has no len()
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[ "Hi @trickiwoo ,\r\n\r\nI can able to replicate the behaviour reported behaviour and attached [gist](https://colab.research.google.com/gist/SuryanarayanaY/a9a8f382b07474b77f0ae111b37b59e2/61060.ipynb) for reference. `tf.linalg.LinearOperatorFullMatrix` has no gradient implementation in TF2.12 but in tf-nightly it s...
2023-06-22T13:59:15
2023-07-02T23:55:20
null
NONE
null
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<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-dev20230621 ### Custom Code Yes ### OS Platform and Distribution Linux Ubuntu 20.04 ### Mobile device _No response_ ### Python version 3...
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1,769,599,449
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60,951
the tf keras models load_model() used for loading ml model is not able to load model
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[ "@purushottam22,\r\nCould you please provide the complete standalone code to reproduce the issue which helps us to analyse the issue in an effective way. Thank you!", " def retrieve_model(self, model_path:str ,model_type:str):\r\n '''\r\n Desc:- It retrieves the model object based on model type and i...
2023-06-22T12:42:38
2023-07-12T14:15:44
2023-07-11T09:20:30
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 tf 2.8 ### Custom Code Yes ### OS Platform and Distribution _No response_ ### Mobile device _No response_ ### Python version _No re...
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[Linaro:ARM_CI] Quiet warnings from build_pip_package
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[ "Sorry, doing this a different way." ]
2023-06-22T12:04:11
2023-06-22T13:51:44
2023-06-22T13:51:36
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Quiet those warnings about 'Installing as data is deprecated' as they just spam the log
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Apply Profile-Guided Optimization (PGO) on Tensorflow
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[ "I did some benchmarks on `tfcompile` with PGO and want to share my results.\r\n\r\n## Test environment\r\n\r\n* Fedora 38\r\n* Linux kernel 6.3.7 (default Linux kernel from Fedora repos)\r\n* AMD Ryzen 9 5900x\r\n* 48 Gib RAM\r\n* SSD Samsung 980 Pro 2 Tib\r\n* Clang 16 (from the Fedora repositories). I use Clang ...
2023-06-21T20:31:24
2023-07-16T17:19:14
null
NONE
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### Describe the problem Profile-Guided Optimization (PGO) could help with achieving additional performance with Tensorflow. I guess some parts of Tensorflow are good candidates (like https://github.com/tensorflow/tensorflow/tree/master/tensorflow/compiler). Probably there are other good candidates - I am not familiar...
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Request: pip packages with CUDA 12 support
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[ "We are currently working on this, and hope to have pip packages with CUDA 12 soon.", "Would this pip package encompass the CUDA/Nvidia packages dependency so it would work with GPUs straight out of the box, like `torch` package does?", "> Would this pip package encompass the CUDA/Nvidia packages dependency so ...
2023-06-21T20:24:54
2023-09-25T16:54:55
2023-09-25T16:54:53
NONE
null
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<details><summary>Click to expand!</summary> ### Issue Type Build/Install ### Have you reproduced the bug with TF nightly? Yes ### Source source ### Tensorflow Version 2.12.0 ### Custom Code No ### OS Platform and Distribution All ### Mobile device All ### Python version All ### Bazel version All ...
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float8 (both e4m3fn and e5m2) missing from numbertype
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[ "@youchangkim,\r\nI was able to reproduce the issue on tensorflow v2.12 and tf-nightly. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/5702640308d095c3f19727296d27afe5/60942.ipynb).", "This is intentional. Compute ops are not currently supported for fp8 types.\r\n\r\nFor data...
2023-06-21T18:43:32
2023-07-24T17:09:30
2023-07-19T21:38:46
NONE
null
null
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### 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-13.2.1-arm64-arm-64bit ### Mobile device _No response_ ### Python version 3.9.6 ### Bazel vers...
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tf.mul after tf.split + tf.sigmoid produces wrong numerical results with MKL enabled
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[ "Hi @curufinwe ,\r\n\r\nYou have used TF1.x version styling which is not supported currently.Though i tried to replicate the issue but for me results are same with both tensorflow-cpu and tensorflow-intel also. I tried to convert the code to V2 style and testing done and it also produces same results. Please refer ...
2023-06-21T16:46:50
2023-08-08T13:36:36
2023-08-08T13:36:33
NONE
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? No ### Source binary ### Tensorflow Version intel-tensorflow 2.8 - 2.12 ### Custom Code No ### OS Platform and Distribution Ubuntu 22.04 ### Mobile device _No response_ ### Python version ...
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[Linaro:ARM_CI] Skip test that fails on gcc builds
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[ "@nSircombe @cfRod " ]
2023-06-21T16:25:22
2023-06-27T10:28:12
2023-06-23T14:58:27
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//tensorflow/compiler/mlir/lite/debug:debug_test fails when built with gcc apparently due to differences in mangling of anonymous namespaces.
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[MLIR][tosa] Fixed tf.StridedSlice lowering to tosa with new_axis_mask/shrink_axis_mask
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[ "Hi @rsuderman \r\nI would appreciate if you take a look at this fix, thanks.", "kindly reminder", "> kindly reminder\r\n\r\nHello @AviadCo Sorry for the delay. ", "Hi @AviadCo Can you please resolve conflicts? Thank you!\r\n", "This PR is stale because it has been open for 14 days with no activity. It will...
2023-06-21T14:20:24
2023-11-03T06:29:26
2023-11-03T06:29:25
NONE
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* When using tf.StridedSlice with new_axis_mask/shrink_axis_mask we must take into account the new/deleted dimentioned in begin_mask & end_mask.
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Error: Input 0 of layer 'batch_normalization' is incompatible with the layer: expected ndim=2, found ndim=4.
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[ "Hola, yo no hablo espanhol mas:\r\nit seems your model asks for 2 dimensions but your input tensor has a shape of 4 dimensions. Maybe you could try to change the Input layers? It could be done by adding a flattening layer as the first layer like this: \r\nmodel.add(keras.layers.Flatten(input_shape=(height,width,...
2023-06-21T08:54:01
2023-07-29T01:50:10
2023-07-29T01:50:07
NONE
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Estoy intentando entrenar un modelo GAN utilizando Keras en TensorFlow, pero estoy encontrando el siguiente error: ``` Input 0 of layer 'batch_normalization' is incompatible with the layer: expected ndim=2, found ndim=4. Full shape received: (None, None, None, 32768) ``` El error ocurre cuando intento entrenar el mod...
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[ROCM] Fix fallout from More consistent/safer GpuTimer API changes
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[ "@akuegel please review it when you're available. Thanks!", "@cheshire Please check." ]
2023-06-21T07:53:34
2023-06-22T08:21:03
2023-06-22T08:21:03
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Cleanups build failures after commit 7e63c5529608ac11382c567fcda51a07c22dd401
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android gpu delegate Failed to build program executable
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[ "@mengran1234,\r\nCould you please provide the complete standalone code to reproduce the issue which helps us to analyse the issue in an effective way. Thank you!", "This issue is stale because it has been open for 7 days with no activity. It will be closed if no further activity occurs. Thank you.", "Are you s...
2023-06-21T02:54:44
2023-07-03T06:01:00
2023-07-03T06:00:58
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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fit() fails with CUDNN_STATUS_BAD_PARAM when using Conv3D and multi-GPU MirroredStrategy
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[ "Hi @ohinds ,\r\n\r\nFor distribution training across multiple devices on same server you need to keep `batch_szie = 1* no of GPU devices` incase you want to calculate gradients after each single batch. Since you have 4 GPUs you need to keep batch_size=1*4 as minimum (multiples of 4). The no of devices can be found...
2023-06-20T19:30:00
2023-06-21T20:18:59
2023-06-21T20:18:56
NONE
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<details><summary>Click to expand!</summary> ### Issue Type Bug ### Have you reproduced the bug with TF nightly? Yes ### Source binary ### Tensorflow Version v1.12.1-95675-g47602c0bad8 2.14.0-dev20230620 ### Custom Code Yes ### OS Platform and Distribution Rocky Linux release 8.6 ...
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[ "Please don't spam" ]
2023-06-20T13:02:51
2023-06-20T16:06:26
2023-06-20T16:06:26
NONE
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**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** Provide a r...
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Unsigned integer overflow in `wav_io.cc:297`
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[ "@gbaned \r\nHi! Will anyone review these changes please?", "@rohan100jain \r\nHi! Will you take a look at the changes please?", "@akuegel \r\nHi! Seems like the assigned reviewer won't review this. Could you help with the review please?" ]
2023-06-20T12:39:04
2023-07-10T12:26:51
2023-07-10T12:26:50
CONTRIBUTOR
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Hi! We've been searching errors in tensorflow with [sydr-fuzz](https://github.com/ispras/oss-sydr-fuzz) security predicates and have found an error of unsigned integer overflow in `wav_io.cc:297`. The error appears in computing the expected `bytes_per_second` value. Then it is compared with the input `bytes_per_seco...
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