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"CC @penpornk This PR fixes breakage in building TF with --config=mkl.",
"@penpornk Can we please get this merged? All CI jobs will fail until it is. The failures in the Py+CPP Test Suite do not seem related and I cannot reproduce them."
] | 2023-05-30T11:04:35 | 2023-08-22T14:08:37 | 2023-06-01T16:21:02 | CONTRIBUTOR | null | false | {
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Commit that broke the build is https://github.com/tensorflow/tensorflow/commit/ea966af46abcdff6cb8d6ef333befa5aa2850e5f
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"@TensorFlow-MKL ",
"@elfringham thanks for letting us know and providing a fix.",
"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/tensorflo... | 2023-05-30T10:58:55 | 2023-06-01T16:21:07 | 2023-06-01T16:21:04 | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
git HEAD
### Custom Code
No
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
n/a
### Python version
3.8.13
### Bazel version
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"Hi @penpornk - some performance improvements to the AArch64 build with oneDNN, would you be able to take a look please?"
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"merged_at": "2023-07-... | The aim of this PR is to enhance the efficiency of TF models. The following chart showcases the progress achieved through our modifications by presenting a contrast between ACL and Eigen across different NN architectures and shapes.
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"@k-w-w @liangyaning33 I need a solution to upgrade the code.",
"Hi, unfortunately the _SingleDeviceSaver is not part of the public API and can change at any time. \r\n\r\nIf you're trying to add custom save/restore steps we do have a `register_checkpoint_saver` mechanism for doing this (also private but more l... | 2023-05-29T19:27:59 | 2023-06-06T17:50:50 | null | NONE | null | null | null | ### Issue Type
Feature Request
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.12
### Custom Code
Yes
### Python version
Python 3.8/3.9
### Current Behaviour?
For many TensorFlow developers, it is common to customize project-speci... | {
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"@alejopaullier96,\r\nCould you please provide the simple standalone code to reproduce the issue which helps us to analyse the issue in an effective way. \r\n\r\nThe error is clearly describing that the error is due to shape or Rank. \r\n\r\nmatrix | A Tensor. Must be one of the following types: float64, float32, h... | 2023-05-29T19:02:11 | 2023-05-31T13:35:01 | 2023-05-30T17:47:53 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.11.0
### Custom Code
Yes
### OS Platform and Distribution
Linux
### Mobile device
_No response_
### Python version
3.10.10
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"Hi @haider-khan333 \r\n\r\nOn android 12, please add the following to the Android manifest in order to detect GPU delegate.\r\n\r\n```\r\n<uses-library android:name=\"libOpenCL.so\"\r\n android:required=\"false\"/>\r\n\r\n<uses-library android:name=\"libOpenCL-pixel.so\"\r\n android:required=\"... | 2023-05-28T23:40:07 | 2023-05-29T19:43:05 | 2023-05-29T19:40:01 | NONE | null | null | null | I am currently working on a project where i need to use tflite model for detecting fingers from a camera. I have tried to use gpu delegate or nnapi, but i unfortunately none of these works. While using gpu delegate, i am getting an error as belows
**Internal error: Failed to apply delegate: Can not open OpenCL library... | {
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"TensorFlow version: 2.11.0 \r\nPython version: 3.10.10 \r\nGPU/CPU: GPU T4 x 2 on Kaggle\r\n\r\nAdditional steps taken:\r\nExecuted tf.config.run_functions_eagerly(True) , but the issue persists.\r\nConfirmed all image sizes are (128, 128, 3) and model.input_shape is (None, 128, 128, 3) . \r\nValidated that the da... | 2023-05-28T10:03:54 | 2023-06-14T02:00:57 | 2023-06-14T02:00:55 | NONE | null | null | null | [Issue_Empty_logs_during_model.fit().pdf](https://github.com/tensorflow/tensorflow/files/11584239/Issue_Empty_logs_during_model.fit.pdf)
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"Hi @peratrepic,\r\n\r\nCan you either provide your data + python training code to reproduce the tflite model file or just the tflite model itself. Also it is preferable if you do not redact your input data & labels for now, I can try to reproduce w/o it but it would be helpful to understand the full context.\r\n\r... | 2023-05-27T22:40:40 | 2023-10-20T05:13:53 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.13
### Custom Code
Yes
### OS Platform and Distribution
Windows 10
### Mobile device
_No response_
### Python ve... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60717 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60717/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60717/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60717/events | https://github.com/tensorflow/tensorflow/issues/60717 | 1,728,850,887 | I_kwDOArmXAs5nDCvH | 60,717 | make: *** No rule to make target 'test_hello_world_test'. Stop. | {
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"I'm runnig the make -f tensorflow/lite/micro/tools/make/Makefile test_hello_world_test from the tflite-micro folder in a Ubuntu installed in a WSL machine. I've got some errros about numpy and Pillow but everything solved. Now what I get is something like this:\r\n\r\ntensorflow/lite/micro/tools/make/downloads/fla... | 2023-05-27T17:27:13 | 2023-06-14T02:01:00 | 2023-06-14T02:00:57 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.8
### Custom Code
No
### OS Platform and Distribution
Ubuntu wsl
### Mobile device
_No response_
### Python version
_No response_
... | {
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"next try with --verbose_failures\r\n\r\n```\r\nruslan@radar-prod1:/sdk4/tensorflow$ bazel build --verbose_failures --config=opt --copt=-march=native --copt=-O3 //tensorflow/tools/pip_package:build_pip_package\r\nINFO: Options provided by the client:\r\n Inherited 'common' options: --isatty=1 --terminal_columns=16... | 2023-05-27T17:06:12 | 2023-06-15T01:16:22 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
r2,13
### Custom Code
No
### OS Platform and Distribution
Linux radar-prod1 5.10.0-22-amd64 #1 SMP Debian 5.10.178-3 (2023-04-22) x86_64 G... | {
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"@drewshark,\r\nCould you please confirm whether the above mentioned issue was raised when `tf.math.divide_no_nan and tf.math.reciprocal_no_nan` were trying to use **tf.test.compute_gradient**? or by default it is providing the incorrect gradient? Thank you!",
"@tilakrayal,\r\nI think the issue raises when these ... | 2023-05-26T17:59:07 | 2023-11-17T16:08:55 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
tf-nightly
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
_No response_
### P... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60714 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60714/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60714/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60714/events | https://github.com/tensorflow/tensorflow/issues/60714 | 1,727,997,039 | I_kwDOArmXAs5m_yRv | 60,714 | `tf.split` or `tf.transpose` cause errors for quantize-aware training with `quantize_apply` | {
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"Hi @Janus-Shiau ,\r\n\r\nThanks for reaching us. I have replicated the reported behaviour with TF2.12 and tf-nightly(2.14.0-dev20230528) and attached gists here [TF2.12v](https://colab.research.google.com/gist/SuryanarayanaY/b81d2bc331f6691d9213c931237531aa/60714_2-12.ipynb#scrollTo=y47-_CEf4o3k) and [tf-nightly](... | 2023-05-26T17:33:07 | 2023-08-15T18:13:20 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.7 & 2.12
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 18.04
### Mobile device
_No response_
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"On the nightly version the error output is a bit different, maybe this is helpful:\r\n\r\n```\r\n(tf-nightly) [lnapon@rhel ancient_ai]$ python3 lrnkeras/mnist_conv.py \r\n2023-05-25 19:41:31.002823: E tensorflow/compiler/xla/stream_executor/cuda/cuda_dnn.cc:7704] Unable to register cuDNN factory: Attempting to reg... | 2023-05-25T23:04:59 | 2023-06-01T00:06:58 | 2023-06-01T00:01:34 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.12
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 22.04.2 LTS and Red Hat Enterprise Linux 9.2
### Mobile device
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"merged_at": "2023-05-... | 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
No lingering old version strings "2.13.0-rc0" found in source directo... | {
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"Ah, just a little bit of an embarrassing mistake from my side. The optimizer needs to be called inside strategy.scope() block for it to work.\r\n```\r\n\r\nwith strategy.scope():\r\n model = return_model()\r\n opt = GradientDescent(learning_rate = 0.001)\r\n model.compile(optimizer=opt, loss='mse')\r\n\r\n mod... | 2023-05-25T19:57:21 | 2023-06-22T02:01:46 | 2023-06-22T02:01:43 | 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
v2.12.0-rc1-12-g0db597d0d75 2.12.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python ... | {
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"`py_function` not only effects `ragged_batch` but also later KerasCV layers in `.map` to operate. According to [this discussion](https://github.com/tensorflow/tensorflow/issues/35108), the return value of `py_function` lost the information of its shape and rank. So the solution can be: 1. to manually set those inf... | 2023-05-25T18:52:03 | 2023-08-04T15:34:12 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.12
### Custom Code
Yes
### OS Platform and Distribution
docker container nvcr.io/nvidia/tensorflow:23.04-tf2-py3 on Ubuntu 22.04.2 LTS host
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"Hi @caiotoledo-lunasystems \r\n\r\nThe Hexagon delegates v1.20.0.9 is available in https://github.com/tensorflow/tensorflow/blob/d37fda11945d290f86b85a39f28bbddbbd0f6bee/third_party/hexagon/workspace.bzl#L12\r\n\r\nDownload it [here](https://storage.googleapis.com/mirror.tensorflow.org/storage.cloud.google.com/dow... | 2023-05-25T12:48:49 | 2023-08-25T08:12:33 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
v2.11.1
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
Android
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"The program is stuck here and cannot be continued。",
"And it will output log like below:\r\n2023-05-25 11:10:57.934361: E tensorflow/core/common_runtime/base_collective_executor.cc:249] BaseCollectiveExecutor::StartAbort DEADLINE_EXCEEDED: Deadline Exceeded\r\nAdditional GRPC error information from remote targe... | 2023-05-25T11:11:16 | 2023-06-14T02:01:05 | 2023-06-14T02:01:03 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf2.9，tf2.11
### Custom Code
Yes
### OS Platform and Distribution
cnetos7.9
### Mobile device
_No response_
### Python version
3.8.12
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"I have the same problem on Samsung S21. Prediction errors will occur randomly when hardwareAccelerated is enabled.",
"Update some new information.\r\n\r\nI have discovered that not only can animations in the app cause errors, but if there are operations in other apps simultaneously with the model's prediction, t... | 2023-05-25T08:42:02 | 2023-12-18T06:46:24 | null | NONE | null | null | null | **System information**
- Android Device information :
samsung/o1qzhx/o1q:12/SP1A.210812.016/G9910ZHU2CVG2:user/release-keys
- TensorFlow Lite in Play Services SDK version :
'com.google.android.gms:play-services-tflite-support:16.0.1'
'com.google.android.gms:play-services-tflite-gpu:16.1.0'
- Google Play S... | {
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"Hi N-Harish,\r\n\r\nIt seems problem with CoreML converter as per my understanding. Please see the error below.\r\n\r\n`InvalidArgumentError: Input 0 of node Model1/FPN/FPN1/bn/AssignNewValue was passed float from Model1/FPN/FPN1/bn/FusedBatchNormV3/ReadVariableOp/resource:0 incompatible with expected resource.`\r... | 2023-05-25T06:27:39 | 2023-06-21T10:08:23 | 2023-06-21T10:08:21 | NONE | null | null | null | # Issue
I have model that is trained in tensorflow 2.x. The model works perfectly with tensorflow, openvino and onnxruntime format but doesn;t get converted in coreml. The model inference is perfect in tensorflow but when I try to convert it into coreml format I get the following error.
```
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"Hi @AnwarsaeedDMU ,\r\n\r\nCurrently we are not supporting TF 1.x versions. Could you please migrate to TF2.x versions using the migration [guide](https://www.tensorflow.org/guide/migrate) and then report the issue with the changed code.\r\n\r\nThanks!",
"This issue is stale because it has been open for 7 days w... | 2023-05-25T02:33:48 | 2023-06-11T02:11:52 | 2023-06-11T02:11:50 | NONE | null | null | null | I am reproducing the [code](https://github.com/weizhepei/CasRel) , I followed there requirement but when code reached to 44/100 epoch I got this error : `2023-05-24 06:42:29.554799: W tensorflow/core/kernels/data/generator_dataset_op.cc:107] Error occurred when finalizing GeneratorDataset iterator: Failed precondition:... | {
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"reworked per review comment, and rebased.",
"Hi @Tai78641 Can you please resolve conflicts? Thank you!",
"> Hi @Tai78641 Can you please resolve conflicts? Thank you!\r\n\r\nresolved merge conflicts",
"resolved merge conflicts",
"Hi @Tai78641 Can you please resolve conflicts? Thank you!",
"rebased to reso... | 2023-05-25T00:02:58 | 2024-06-07T16:07:28 | null | CONTRIBUTOR | null | false | {
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} | 1. refactor convert-tfl-uint8 transform and applies the ui8 fix to rest of the transform (instead of only to the bb arg tensors)
2. fix tfl.cast legalization to take care of when input types have non-0 zero points
3. fix tfl.argmin legalization for input/output types with non-0 zero points
4. add tests and checks fo... | {
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"@Tessil FYI",
"Hi @jpienaar and @rsuderman, please could you help to review when you have time.\r\nThank you!",
"Hi @jpienaar / @rsuderman Can you please review this PR ? Thank you!",
"Force-pushed the PR feature branch after resolving merge conflicts caused by rebasing.",
"> Could you add a test for these... | 2023-05-24T23:08:47 | 2023-08-03T03:54:12 | 2023-08-03T03:54:12 | CONTRIBUTOR | null | false | {
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(The merged PR:https://github.com/tensorflow/tensorflow/pull/52014 updates the quantized REDUCE_MEAN kernel to only use integers)
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"Hi @wenchenvincent Can you please resolve conflicts? Thank you!",
"> Hi @wenchenvincent Can you please resolve conflicts? Thank you!\r\n\r\nConflicts resolved. Thanks!"
] | 2023-05-24T17:14:17 | 2023-08-02T06:32:45 | 2023-08-02T06:32:44 | CONTRIBUTOR | null | false | {
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"Hi @drewshark ,\r\n\r\nThanks for reporting this. I have replicated the reported behaviour and attached [gist](https://colab.research.google.com/gist/SuryanarayanaY/d16754b4df71e7e3242a78a43d11a51e/60965.ipynb) for reference.\r\n\r\nIt seems when 'x2' having '0' then only problem arising. If there is no '0' in 'x2... | 2023-05-24T17:14:14 | 2023-05-30T10:06:04 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
tf-nightly
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04.5 LTS
### Mobile device
_No response_
### Python version
3.10.11
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"Could you point me to where //tensorflow/compiler/tests:matrix_solve_op_test_cpu and //tensorflow/compiler/tests:matrix_solve_op_test_cpu_mlir_bridge_test need/import tensorflow.python.platform.sysconfig?\r\n\r\nFrom https://github.com/tensorflow/tensorflow/blob/master/tensorflow/compiler/tests/matrix_solve_op_tes... | 2023-05-24T17:05:59 | 2023-06-16T12:31:44 | 2023-06-16T12:31:43 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-06-... | The following tests needs tensorflow.python.platform.sysconfig //tensorflow/compiler/tests:matrix_solve_op_test_cpu //tensorflow/compiler/tests:matrix_solve_op_test_cpu_mlir_bridge_test | {
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"Hi @Tai78641 Can you please take a look on below internal errors. Thank you!\r\n\r\nTensorFlow crashed, please file a bug on https://github.com/tensorflow/tensorflow/issues with the trace below.\r\n #0 0x0000562cb79c0f6e llvm::sys::PrintStackTrace(llvm::raw_ostream&, int) ()\r\n #1 0x0000562cb79bee29 llvm::sys::Ru... | 2023-05-24T15:49:39 | 2023-07-24T22:21:20 | 2023-07-24T21:42:11 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-07-... | For tf/tfl boradcast-to operator with input and shape where:
- shape is compile time constant, and
- shape's rank is greater than or equal to input's rank, and
- input element type is not complex, and
- input element type is not integer whose bitwidth is greater than 32
will convert to tosa operators as ... | {
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"@fwyzard,\r\nThe latest tensorflow stable version 2.12 is compatible with CUDA 11.8 and cuDNN 8.6. Please take a look at the official document for the tested build [configurations](https://www.tensorflow.org/install/source).\r\n\r\n Going forward for the upcoming releases, tensorflow might move to CUDA 12.0 or hig... | 2023-05-24T14:21:21 | 2023-10-13T01:48:46 | 2023-10-13T01:48:44 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Feature Request
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.6.4
### Custom Code
Yes
### OS Platform and Distribution
Red Hat Enterprise Linux 8
### Mobile device
_No response_
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"@Pranil51,\r\nCould you please provide the complete reproducible code or the colab gist 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.",
"This issue was closed because ... | 2023-05-24T13:47:10 | 2023-06-09T02:07:06 | 2023-06-09T02:07:04 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
google colab
### Mobile device
_No response_
### Python version
3.10.11
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"Hi @ujjwalnur ,\r\n\r\nRequest you to confirm the below things.\r\n\r\n1. Command used for the build\r\n2. Can you confirm whether you have followed the instructions [here](https://www.tensorflow.org/install/pip#step-by-step_instructions) mentioned in documentation for enabling GPU setup.\r\n3. Also for Tf 2.12 ve... | 2023-05-24T12:39:59 | 2023-08-06T01:48:50 | 2023-08-06T01:48:38 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.12
### Custom Code
No
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
_No response_
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"The ARM_CI tests are all failing due to this issue at the moment so it would be good if it could be addressed soon.\r\nThe failing checks, PyLint and Code Check, are pre-existing in the file so are not related to this PR."
] | 2023-05-24T09:43:14 | 2023-08-22T14:08:37 | 2023-05-26T20:05:42 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-05-... | There is a unit test failure when run as a pip test with typing_extensions >= 4.6.0 so limit the installed version to below that until the issue is resolved.
See #60687 | {
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"@elfringham,\r\nThe related PR #60688 was merged and as requested the '**typing_extensions >= 3.6.6**', are changed to\r\n '**typing_extensions>=3.6.6,<4.6.0**' with the mentioned merged PR. \r\n\r\nhttps://github.com/tensorflow/tensorflow/blob/master/tensorflow/tools/pip_package/setup.py#L100.\r\n\r\nCould you... | 2023-05-24T09:25:30 | 2024-01-25T10:22:34 | null | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
git HEAD
### Custom Code
No
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
n/a
### Python version
3.10
### Bazel version
5.3... | {
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"Hi @0-chan-kor, I believe the answer is in the comments actually:\r\n\r\nin https://github.com/tensorflow/tensorflow/blob/master/tensorflow/lite/toco/graph_transformations/convert_squeeze_to_reshape.cc\r\n```\r\n// Replaces a tf.squeeze operator with a reshape.\r\n// Squeeze removes dimensions == 1 (if in the list... | 2023-05-24T07:11:34 | 2023-06-25T02:14:36 | 2023-06-25T02:14:34 | NONE | null | null | null | ### 1. System information
- latests tensorflow
- mac os (m1)
### 2. Code
This may simply be my curiosity and a question for your support. Looking at the kernel-side codes of tflite, it was found that there is a kernel implementation code for the squeeze operator(https://github.com/tensorflow/tensorflow/blob/... | {
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"@FaisalQarah,\r\nAs mentioned above I tried to execute the code on tensorflow v2.12 GPU, https://keras.io/guides/distributed_training/ and it was executed without any issue/error. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/7017286ec14e573b4d02a99e7be69bbc/distributed_traini... | 2023-05-23T23:08:14 | 2024-04-11T23:53:02 | 2023-06-09T02:07:06 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.12
### Custom Code
No
### OS Platform and Distribution
Ubuntu 22.04
### Mobile device
_No response_
### Python ve... | {
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"please help",
"i beg\r\n",
"Hi @akulthota ,\r\n\r\nIt seems the issue is related to tensorflow models. For models we have separate repo. Can you also post the issue [here](https://github.com/tensorflow/models/issues) where our team can have a look into it.\r\n\r\nCould you please confirm the tensorflow version... | 2023-05-23T22:52:30 | 2023-06-10T02:01:31 | 2023-06-10T02:01:28 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf1.x
### Custom Code
No
### OS Platform and Distribution
Macos Ventura
### Mobile device
Macbook air 2020 i3
### Python version
3.10.11
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"@branko-fathom,\r\nTensorFlow 2 is fundamentally different from TF1.x in several ways. You can still run unmodified TF1.x code ([except for contrib](https://github.com/tensorflow/community/blob/master/rfcs/20180907-contrib-sunset.md)) against TF2 binary installations like so.\r\n\r\nAlso please take a look at this... | 2023-05-23T21:39:58 | 2023-06-10T02:01:33 | 2023-06-10T02:01:30 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.7.4
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"@Floppa2003,\r\nI was facing a different issue while executing the mentioned code on tensorflow v2.12. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/994769068436f60d1fa7f990e16190db/untitled1174.ipynb) and provide the dependencies. \r\n\r\nGenerally the error typically indicat... | 2023-05-23T20:49:49 | 2023-05-25T15:13:19 | 2023-05-24T20:42:11 | NONE | null | null | null | Good evening. I am trying to use Hyperband Tuner from keras_tuner, bet when I try to use it I get a FailedPreconditionError while creating the tuner.
- **Have I written custom code (as opposed to using a stock example script
provided in TensorFlow)**: no
- **OS Platform and Distribution (e.g., Linux Ubuntu... | {
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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/60680/checks?check_run_... | 2023-05-23T19:08:14 | 2023-05-24T14:33:16 | 2023-05-24T14:33:02 | NONE | spam | false | {
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"Hi @elfringham ,\r\n\r\nI have tested the build on Ubuntu Aarch64 VM and the build failed.Logs are attached below.\r\n\r\n[60679_logs(Aarch build).txt](https://github.com/tensorflow/tensorflow/files/11578566/60679_logs.Aarch.build.txt)\r\n",
"@nitins17 , @TensorFlow-MKL \r\n CC- @learning-to-play ",
"@Suryanar... | 2023-05-23T16:40:28 | 2023-06-29T18:20:02 | null | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
git HEAD
### Custom Code
No
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
n/a
### Python version
3.9.16
### Bazel version
5... | {
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"Hi @LukeBoyer Can you please review this PR ? Thank you!\r\n",
"looks good to me"
] | 2023-05-23T16:35:45 | 2023-09-28T22:27:24 | 2023-09-28T22:27:22 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-09-... | The functions in the `dataset.py` are outdated and deprecated in Tensorflow 2.x. This commit updates the code to be compatible with the latest TF versions by replacing the deprecated functions with their TensorFlow 2.x equivalents.
Thanks. | {
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https://github.com/tensorflow/tensorflow/commit/80a4e5f9e4e103f722df3632db88fdb31537bb26
Related ticket is here
https://github.com/tensorflow/tensorflow/issues/59779 | {
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"@dv-ai,\r\nI tried to execute the code on tensorflow v2.12 & tf-nightly, and it was executed without an infinite loop as mentioned. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/ddea7e0534f153e96e81eebbeb18cc58/untitled1173.ipynb) and also please have a look at an issue with t... | 2023-05-23T15:42:26 | 2023-06-09T02:07:13 | 2023-06-09T02:07:09 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.7.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.7.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"Hi @MrAchraf10 ,\r\n\r\nRequest you to fill the all details mentioned in template. Also I see there is no code snippet to debug the issue. \r\n\r\nI see the error arises during model.fit, which indicates may be the inputs or labels you are feeding to the model might not be compatible which model was expecting.Ther... | 2023-05-23T15:39:31 | 2023-06-09T02:07:18 | 2023-06-09T02:07:13 | 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
2.10.1
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"@sbmenary,\r\nI tried to execute the code on tensorflow 2.12 and tf-nightly on colab, ubuntu and macos. Observed that the code got executed without any errors on both colab and ubuntu environments. Kindly find the [gist](https://colab.research.google.com/gist/tilakrayal/e6467c53f8e5fee5dec8c2f6bb8a5bd8/untitled117... | 2023-05-23T13:38:07 | 2023-06-06T17:12:21 | 2023-06-06T17:12:18 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.14.0-dev20230518
### Custom Code
Yes
### OS Platform and Distribution
MacOS 12.5.1 running on ARM architecture [M1 Pro chip]
### Mobile device
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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/60672/checks?check_run_... | 2023-05-23T12:46:50 | 2023-07-07T15:13:29 | 2023-07-07T15:13:29 | CONTRIBUTOR | null | false | {
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Add file: [stale-close-when-update.js](https://github.com/tensorflow/tensorflow/compare/master...shmishra99:tensorflow:master?expand=1#diff-39bf5eba4c1d80722ca595b737a62c1196331b5abaf9be01520eacda510fd8bf) close all issues and pull requests that have been marked as stale for more than 7 days for issues and... | {
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"Can you see what version of portpicker is installed? ",
"@MichaelHudgins It should be 1.4.0 for this one as that is what should be installed in the docker container I think. But the log does not show it. https://source.cloud.google.com/results/invocations/3be5d51d-0531-4b39-8813-703e6e84c608/log",
"You are rig... | 2023-05-23T11:28:37 | 2023-06-09T02:07:22 | 2023-06-09T02:07:15 | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
git HEAD
### Custom Code
No
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
n/a
### Python version
3.9.16
### Bazel version
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"I tried the build and it's failed. Please refer the attached logs below.\r\n\r\n[60670_logs.txt](https://github.com/tensorflow/tensorflow/files/11589108/60670_logs.txt)\r\n\r\n@TensorFlow-MKL \r\n\r\nCC- @nitins17 , @learning-to-play \r\n",
"x86 reproduction log\r\nhttps://source.cloud.google.com/results/invocat... | 2023-05-23T09:42:28 | 2023-06-28T10:09:00 | null | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
git HEAD
### Custom Code
No
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
n/a
### Python version
3.8.13
### Bazel version
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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/60669\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-05-23T09:22:15 | 2023-05-24T06:53:37 | 2023-05-24T06:53:33 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Others
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.10.0
### Custom Code
Yes
### OS Platform and Distribution
Windows
### Mobile device
_No response_
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"Hi @cheshire Can you please review this PR ? Thank you!",
"I don't think I'm the right person, maybe @MichaelHudgins or @ddunl ?",
"I think @MichaelHudgins or someone from his team is probably best for this one",
"@angerson are you able to take a look at this - or know who best to take a look at it might be?... | 2023-05-23T07:57:21 | 2024-01-03T09:04:33 | 2024-01-03T08:57:48 | CONTRIBUTOR | null | false | {
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This has been partially solved by #56360 which resolves all symlinks in `gcc_host_compiler_path`
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"Hi @njzjz ,\r\n\r\nThanks for your time in reporting the issue. I have replicated the reported behaviour with current master branch.Attached logs below for reference.\r\n\r\n```\r\n(tf) suryanarayanay@surya-ubuntu-22-04:~$ export TF_SYSTEM_LIBS=com_google_protobuf\r\n(tf) suryanarayanay@surya-ubuntu-22-04:~$ cd te... | 2023-05-23T05:36:09 | 2023-08-28T14:29:38 | 2023-05-30T17:08:54 | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.12.0
### Custom Code
No
### OS Platform and Distribution
Linux
### Mobile device
_No response_
### Python version
3.10
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"Hi @Pranil51 ,\r\n\r\nTensorflow wont support GPU on Windows for versions TF>=2.11. You have to use WSL2 to enable GPU support. \r\nPlease refer the [source](https://www.tensorflow.org/install/pip#windows-native) for more details.\r\n\r\nHowever as you confirmed you are facing same problem with CPU also,I would li... | 2023-05-23T02:51:54 | 2023-06-22T06:07:56 | 2023-06-22T06:07:53 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Others
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
Windows 11
### Mobile device
_No response_
### Python version
3.10.11
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"Hi @Jerry-Ge,\r\n\r\nI believe you can use it now as a Select TF Operator, please review: https://www.tensorflow.org/lite/guide/ops_select. However you need to add \"tf.lite.OpsSet.SELECT_TF_OPS\" to your converter.target_spec.supported_ops list, as in the example in the link:\r\n```\r\nimport tensorflow as tf\r\n... | 2023-05-22T21:02:06 | 2023-06-08T01:19:00 | 2023-06-08T01:18:57 | CONTRIBUTOR | null | null | null | `tf.math.erf` is supported here: https://www.tensorflow.org/api_docs/python/tf/math/erf
TFLite is missing the erf implementation: https://www.tensorflow.org/mlir/tfl_ops#tfllstm_mlirtfllstmop
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"@dandlake,\r\nCould you please elaborate about your Feature. Also, please specify the Use Cases for this feature. Thank you!",
"In our use case, we have multiple processes to handle various workloads. They all need to do ML inference. We are tight on memory, so we need to load the model once in shared memory, in... | 2023-05-22T20:56:29 | 2023-05-25T18:15:33 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Feature Request
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.8
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No respons... | {
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"This PR shall be merged after #60641 (It depends on #60641 to function)"
] | 2023-05-22T20:37:01 | 2023-05-26T00:13:51 | 2023-05-26T00:05:31 | COLLABORATOR | null | false | {
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"I don't think this is something we support.\r\n\r\nI have a feeling you'll run into this whenever TF tries to use multithreading at all. I doubt it has anything to do with `cast` or `convert_to_tensor` specifically. It's likely _any_ tensorflow operation above a certain size.\r\n\r\nWhat are you trying to accomp... | 2023-05-22T16:33:36 | 2023-05-25T20:21:57 | 2023-05-25T20:21:55 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf>=2.8
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04, 22.04
### Mobile device
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"@arianmaghsoudnia,\r\nThank you for reporting the issue.\r\n\r\nCould you please take a look at this relevant issue threads https://github.com/tensorflow/tensorflow/issues/58606, https://github.com/tensorflow/tensorflow/issues/57690, https://github.com/tensorflow/tensorflow/issues/56624.\r\n\r\nAlso I would sugges... | 2023-05-22T16:10:35 | 2023-06-09T02:07:24 | 2023-06-09T02:07:17 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Performance
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.10, ... | {
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"@nitins17 This is currently blocking nightly builds and will block release builds from being built from this repo"
] | 2023-05-22T15:50:02 | 2023-05-22T18:31:04 | 2023-05-22T18:31:03 | CONTRIBUTOR | null | false | {
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Also based on more testing, quotes needed to be added to the release branch variable | {
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"@PengHaoYu,\r\nThe issue might be due to casting behaviour on CPU vs GPU with undefined/overflow values.\r\n\r\nCould you please refer to the developer comment for a similar issue https://github.com/tensorflow/tensorflow/issues/58749#issuecomment-1467086661. Thank you!",
"This issue is stale because it has been ... | 2023-05-22T10:15:27 | 2023-06-07T02:07:45 | 2023-06-07T02:07:42 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.14.0-dev20230520
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 18.04
### Mobile device
/
### Python version
3.7.5
###... | {
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"Hi @PengHaoYu ,\r\n\r\nI have replicated the issue with TF2.12 and also tf-nightly versions.Please refer [gist](https://colab.research.google.com/gist/SuryanarayanaY/6b50a7a535f20faed65d8992b726a226/60654_nightly.ipynb#scrollTo=iSrj5x_Z2oUX).\r\n\r\nNeeds to dig more into the issue and let you know. Thanks!",
"L... | 2023-05-22T09:00:53 | 2023-06-02T21:00:08 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.11.0
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 18.04
### Mobile device
/
### Python v... | {
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"Hi @shuaga \r\n\r\nCan you try [benchmarking](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/lite/tools/benchmark) and share the results?\r\n\r\nAlso, can you try with TF 2.12 and nightly and let us know if you are observing the same behaviour?\r\n\r\nThanks.",
"Hi @pjpratik \r\n\r\nI tried with... | 2023-05-22T08:07:49 | 2023-06-09T16:58:49 | null | NONE | null | null | null | ### System information
- **Have I written custom code (as opposed to using a stock example script
provided in TensorFlow)**: Yes
- **OS Platform and Distribution (e.g., Linux Ubuntu 16.04)**: MacOS 13.3.1
- **Mobile device (e.g. iPhone 8, Pixel 2, Samsung Galaxy) if the issue
happens on a mobile de... | {
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"@sbmenary,\r\nThank you for the issue. As mentioned I was able to reproduce the issue on tensorflow v2.12. Kindly find the screenshot below\r\n\r\n<img width=\"566\" alt=\"image (9)\" src=\"https://github.com/tensorflow/tensorflow/assets/81610181/3e0af0c1-1ddc-4290-bbc2-a56d19e43854\">\r\n\r\nBut where as when I t... | 2023-05-21T13:25:34 | 2023-05-23T08:39:48 | 2023-05-23T08:39:45 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
MacOS 12.5.1 (running on M1 pro chip)
### Mobile device
_No response_
### Python vers... | {
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"Hi @Bitten-bidbax ,\r\n\r\nThe error is due to the reason that here both `X_train_tensor` and `y_train_tensor` are empty Tensors only.You havent created any dataset here.\r\n\r\nThe same error can be replicated by me with the following code where I have taken empty list for both `x` and `y` and converted them into... | 2023-05-21T08:23:57 | 2023-05-25T07:38:03 | 2023-05-25T07:38:00 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"The problem is that tensorflow drop Window's gpu support after 2.10 due to a vulnerbility found. Therefore the only way to use tensorflow with GPU is to dual boot a linux distro or use WSL Ubuntu alongside with Windows. The former is more preferred for speed and performance, while the latter is easier to work with... | 2023-05-21T08:22:41 | 2023-10-20T08:54:23 | 2023-10-20T08:54:21 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
v2.10.0-76-gfdfc646704c 2.10.1
### Custom Code
Yes
### OS Platform and Distribution
Windows 10
### Mobile device
_No response_
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"I actually wrote a learning rate scheduler which gave the same error\r\n\r\n```python\r\nclass PowerScheduler(keras.optimizers.schedules.LearningRateSchedule):\r\n def __init__(self,lr,decay,c):\r\n super().__init__()\r\n self.lr = lr\r\n self.decay = decay\r\n self.c = c\r\n\r\n ... | 2023-05-21T08:18:10 | 2023-05-31T16:41:27 | 2023-05-21T09:57:41 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
GoogleColab
### Mobile device
_No response_
### Pyt... | {
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"Summarizing a few more observations:\r\n- I reinstalled Python 3.11.3 with TensorFlow 2.13.0rc0 and the issue is certainly still there.\r\n- I am sure I could consistently reproduce the issue with the code above. The issue would show instantly.\r\n- At the moment, however, it seems I cannot reproduce it at all wit... | 2023-05-21T06:33:33 | 2023-08-15T18:28:04 | 2023-08-09T01:52:26 | 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
2.10.1 and 2.13.0.rc0
### Custom Code
Yes
### OS Platform and Distribution
Windows 11 22H2
### Mobile device
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"@Killpit,\r\nCould you please elaborate about your Feature. Also, please specify the Use Cases for this feature. Thank you!",
"It's not a feature, it's actually a documentation request, when I look at using GPUs on TensorFlow, I couldn't find any resource on the documentation. Even more, I use metal GPUs on newe... | 2023-05-20T18:30:05 | 2023-09-23T13:09:16 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Documentation Feature Request
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.13
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
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"@jbrepogmailcom,\r\nI tried to install the tensorflow v2.12 from the official doc link provided and was able to install the tensorflow without any issue and also able to find the gpu. \r\nhttps://www.tensorflow.org/install/pip#linux_setup\r\nKindly find the screenshot for the reference.\r\n\r\n![unnamed](https://g... | 2023-05-20T08:35:03 | 2023-06-06T02:07:04 | 2023-06-06T02:07:02 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.12
### Custom Code
No
### OS Platform and Distribution
Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.10
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"To address the issue \"Improve Performance of Convolutional Neural Networks on GPU\" in TensorFlow, here are some potential areas to focus on for code improvements:\r\n\r\n1. Utilize GPU-Accelerated Operations:\r\n - Replace CPU-based operations with GPU-accelerated counterparts, such as `tf.nn.conv2d` for convo... | 2023-05-20T08:28:55 | 2023-06-07T00:23:45 | 2023-06-07T00:23:43 | NONE | null | null | null | Currently, TensorFlow's performance for convolutional neural networks (CNNs) on GPU can be further optimized. The goal of this issue is to identify and implement improvements that enhance the speed and efficiency of CNN computations on GPU devices. This includes optimizing convolutional and pooling operations, leveragi... | {
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"To address the issue of improving GPU memory management for large-scale models in TensorFlow, several approaches can be considered. Here's an outline of the code changes you could make:\r\n\r\n1. Utilize Tensorflow's memory growth feature:\r\n```python\r\nimport tensorflow as tf\r\n\r\n# Enable memory growth for G... | 2023-05-20T08:20:17 | 2023-05-23T19:40:54 | 2023-05-23T19:40:38 | NONE | null | null | null | Currently, TensorFlow's GPU memory management can be challenging when training large-scale models. This issue aims to improve the memory management strategies for GPU usage to optimize memory allocation and deallocation, reducing memory fragmentation and enabling more efficient training of large models.
You can find... | {
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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/60643/checks?check_run_... | 2023-05-20T08:16:39 | 2023-05-21T03:05:30 | 2023-05-21T03:05:30 | NONE | null | false | {
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"@hameerabbasi,\r\nThank you for the issue. This problem is not there in Colab which has both TF 2.12 and Torch 2.0. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/3c935855712bb540bb8d202103b7e536/untitled1164.ipynb).\r\n\r\nCould you please take a look at this comment from the ... | 2023-05-19T20:26:46 | 2023-05-23T20:05:21 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
v2.11.1-3812-gef4eebff7d4 2.11.1
### Custom Code
No
### OS Platform and Distribution
Arch Linux (EndeavourOS)
### Mobile ... | {
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"Make sure to merge #60661 if this gets merged"
] | 2023-05-19T19:22:36 | 2023-05-26T00:13:46 | 2023-05-26T00:05:11 | COLLABORATOR | null | false | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60640 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60640/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60640/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60640/events | https://github.com/tensorflow/tensorflow/issues/60640 | 1,717,702,378 | I_kwDOArmXAs5mYg7q | 60,640 | SavedModel: enable dropout & disable batch normalization | {
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"Bump",
"Hi @zndr27 ,\r\n\r\nI need to check which Resnet model you have used. Did you used model from `tf.keras.applications.resnet` ?\r\n\r\nI am attaching the source [code](https://github.com/keras-team/keras/blob/v2.12.0/keras/applications/resnet.py#L536-L568) of Resnet from the API `tf.keras.applications.res... | 2023-05-19T19:10:56 | 2023-06-09T02:07:27 | 2023-06-09T02:07:19 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.14.0-dev
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.11
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"Hi @xunzhang ,\r\n\r\nTensorflow allows user to choose protobuf versions within some range.Please refer to protobuf versions required for TF2.13 versions below along with exclusions that may not work.\r\n\r\nhttps://github.com/tensorflow/tensorflow/blob/525da8a93eca846e32e5c41eddc0496b25a2ef5b/tensorflow/tools/pip... | 2023-05-19T16:30:27 | 2023-06-21T03:33:15 | 2023-06-21T03:33:13 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
TensorFlow 2.x
### Custom Code
No
### OS Platform and Distribution
Linux CentOS7
### Mobile device
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"@pjpratik Have you checked this issue in colab?",
"Hi @dsbyprateekg \r\n\r\nSorry for the delayed response.\r\n\r\nI have tried the [object detection](https://www.tensorflow.org/lite/models/modify/model_maker/object_detection) tutorial on model maker on colab and found no issue while training. I have used `effic... | 2023-05-19T08:09:16 | 2023-05-22T10:45:49 | 2023-05-22T10:45:47 | 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
TFlite model maker 0.4.2
### Custom Code
No
### OS Platform and Distribution
colab
### Mobile device
_No response_
### Python version
_No respo... | {
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This adds the files needed for the Apple Silicon release build to the r2.13 branch. | {
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(This is a test for Copybara's creation of CLs with emojis in new filenames. DO NOT SUBMIT.) | {
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"CC @fcoUnda ",
"I like it! :tada: "
] | 2023-05-18T16:50:36 | 2023-05-25T12:40:29 | 2023-05-25T12:40:29 | CONTRIBUTOR | null | false | {
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- reference names are just arbi... | {
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} | Just a nitpick: All functions use `pickleable`, but in some parts of the documentation it's called `picklable`. This is hereby fixed.
Note that I am not a native English speaker, but the [Wiktionary](https://en.wiktionary.org/wiki/pickleable) agrees. | {
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"Hi @moses-mbaga ,\r\n\r\nFrom the error log it seems the error is related to conda environment. If you are using conda environment while installing it will prompt to ask some thing like `Do you wish the installer to initialize Miniconda3 by running conda init? [yes|no]:` and you need to type `yes` there. Once it w... | 2023-05-18T15:44:58 | 2023-06-14T02:01:11 | 2023-06-14T02:01:05 | NONE | null | null | null | Hello,
I am trying to create a BERT token using the tensorflow_hub library for python but whenever I run the code, it just gets stuck doesn't show any response.
Here's a screenshot to help:
![Screen Shot 2023-05-18 at 18 39 53](https://github.com/tensorflow/tensorflow/assets/55658291/9c7cdcb4-f1ee-4cd8-adf5-ea... | {
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"Fixed by merge of #60638 ",
"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/60629\">Yes</a>\n<a href=\"https://d... | 2023-05-18T15:22:49 | 2023-05-24T17:11:19 | null | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
git HEAD
### Custom Code
No
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
n/a
### Python version
3.9.16
### Bazel version
5... | {
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"@Ishticode,\r\nI was able to reproduce the issue on tensorflow v2.11, v2.12 and tf-nightly. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/d8153b468f2dbc37a09b12626f25a0cf/untitled1159.ipynb)."
] | 2023-05-18T15:11:22 | 2023-05-22T16:04:40 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.11.0
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 22.04 jammy
### Mobile device
_No response_
### Python version
3.8.10
### Ba... | {
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"Hi @ranjith502 ,\r\n\r\nWe observed that you have not followed the standard template to report the issue.Please find the [template](https://github.com/tensorflow/tensorflow/issues/new?assignees=&labels=&projects=&template=tensorflow_issue_template.yaml) for same.\r\n\r\nAlso Cmake used to build TF1.x versions. Now... | 2023-05-18T11:42:10 | 2023-06-22T02:01:49 | 2023-06-22T02:01:46 | NONE | null | null | null | i followed this steps
1) i cloned the repo
2) cd tensorflow
3) mkdir examples
in examples folder i created helloworld.cc file and cmakelist.txt
this is cmakelist.txt file
cmake_minimum_required(VERSION 3.8.0)
project(examples)
# Specify the path to the TensorFlow source directory
set(TENSORFLOW_... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60626 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60626/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60626/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60626/events | https://github.com/tensorflow/tensorflow/issues/60626 | 1,715,477,018 | I_kwDOArmXAs5mQBoa | 60,626 | bug in MultiHeadAttention._compute_attention_mask | {
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"@ami-grynberg,\r\nThank you for the issue. Could you please provide the complete code to reproduce the issue. Also Could you please try to add the following lines at the beggining of the `call()` method in the **MultiHeadAttention** class:\r\n\r\n```\r\nif attention_mask is not None:\r\n attention_mask = tf.c... | 2023-05-18T11:30:08 | 2023-06-09T02:07:30 | 2023-06-09T02:07:22 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
tf.12.0
### Custom Code
No
### OS Platform and Distribution
windows 11
### Mobile device
_No response_
### Python version
3.9
### Bazel versio... | {
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