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- **Have I written custom code (as opposed to using a stock example script
provided in TensorFlow)**:No
- **TensorFlow version (use command below)**: 2.12.0
- **Python version**: 3.10.*
### Describe the feature and the current behavior/state.
The current version of TensorFlow... | {
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"@mihalt,\r\nLooks like this issue is more related to tensorflow-text and not for the tensorflow. Could you please raise the issue on the **tensorflow-text** repo for the quick resolution. Thank you!\r\nhttps://github.com/tensorflow/text/issues",
"This issue is stale because it has been open for 7 days with no ac... | 2023-09-02T18:05:04 | 2023-09-19T01:47:37 | 2023-09-19T01:47:33 | NONE | null | null | null | You referenced in [this ](https://www.tensorflow.org/text/guide/subwords_tokenizer#generate_the_vocabulary)tutorial to [generate_vocab.py](https://github.com/tensorflow/text/blob/master/tensorflow_text/tools/wordpiece_vocab/generate_vocab.py), if I understand correct, as a ready to prod highlevel func that I can use. B... | {
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Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.14rc0
### Custom code
No
### OS platform and distribution
macOS
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No respo... | {
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"@gbaned Could you find another reviewer, I don't think that I am the correct person to review this. ",
"> @gbaned Could you find another reviewer, I don't think that I am the correct person to review this.\r\n\r\nHi @BrianWieder Sorry for the late reply. Sure thing, Thank you for the update. ",
"Hi @penpornk, ... | 2023-09-01T18:25:48 | 2024-05-02T08:55:29 | 2024-05-02T08:55:29 | CONTRIBUTOR | null | false | {
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"merged_at": "2024-05-... | Following pattern is seen in 3 models. It looks similar to InstanceNorm pattern but it is actually LayerNorm based on the reduction axis. Under right conditions, this pattern will be fused as LayerNorm to improve performance.
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"@codyfalkosky Thank you for reporting the issue!\r\nThe provided link for the code is not so could you please provide a gist or code snippet to replicate the issue?\r\nThank you! ",
"#!/usr/bin/env python\r\n# coding: utf-8\r\n\r\nimport numpy as np\r\nimport matplotlib.pyplot as plt\r\n\r\nimport tensorflow a... | 2023-09-01T18:05:27 | 2023-12-13T01:49:53 | 2023-12-13T01:49:50 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
OSX 12.4
### Mobile device
_No response_
### Python version
3.11.4
### Bazel version
_No response_
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"@HLneoh \r\nIn order to expedite the trouble-shooting process, please provide a code snippet to reproduce the issue reported here. Thank you!",
"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/viewform?entr... | 2023-09-01T16:34:57 | 2023-09-07T03:29:37 | 2023-09-07T03:29:35 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04.5 LTS
### Mobile device
_No response_
### Python version
Python 3.10.9
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"@manjarolinuxuser,\r\nCould you please confirm the sequence of steps. Tf2.13v supports protobuf >=3.20 versions as per [source](https://github.com/tensorflow/tensorflow/blob/r2.13/tensorflow/tools/pip_package/setup.py#L96) where as it seems protobuf 3.19v has been installed. Thank you!",
"@tilakrayal I am also f... | 2023-09-01T12:07:01 | 2023-10-28T01:46:48 | 2023-10-28T01:46:46 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
Windows 10
### Mobile device
_No response_
### Python version
3.11.3
### Bazel version
_No response_
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"Hi there,\r\n\r\nI do believe this will be highly valuable feature to add these dunders for better cross platform dl acceleration \r\n\r\nI'm interested in working on this issue and would appreciate mentorship. Could someone please guide me as I contribute to adding support for `__dlpack__` and `__dlpack_device__`... | 2023-09-01T10:43:42 | 2023-10-12T09:21:42 | null | NONE | null | null | null | ### Issue type
Feature Request
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf 2.12.0
### Custom code
Yes
### OS platform and distribution
google colab
### Mobile device
_No response_
### Python version
3.10.12
### B... | {
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"Not sure what the best approach is for grabbing the files. I've used `populate_tflite_source_vars` and manual additions to variables depending upon what was used in the surrounding context as there didn't seem to be any super clear pattern, but I'm very willing to change the approach if something else is preferred... | 2023-09-01T10:37:37 | 2023-09-12T00:50:23 | 2023-09-12T00:50:23 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-09-... | Some of these files are included by some of the main header files such as interpreter.h but aren't included in the install. This causes build failures when using TFLite built in some configurations.
This was also causing build failures when building LLVM with a near tip of tree TFLite.
CC: @mtrofin @petrhosek
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This is causing build failures when trying to build LLVM with a near tip of tree TFLite:
```
CMake Error at /tflite/tenso... | {
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"Complete "
] | 2023-09-01T06:24:51 | 2023-09-01T06:25:54 | 2023-09-01T06:25:39 | NONE | null | null | null |
- Android Device information (use `adb shell getprop ro.build.
- Google Play Services version
Settings
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"Try with updating CUDA and cuDNN versions to the latest compatible versions for TensorFlow 2.13. Make sure the path to the CUPTI library is correctly set up. If the issue persists, consider downgrading TensorFlow to version 2.12 or earlier, as the error started occurring after the upgrade. Additionally, check if t... | 2023-08-31T18:22:53 | 2024-02-14T13:08:25 | 2024-02-14T13:08:21 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13
### Custom code
Yes
### OS platform and distribution
Ubuntu 22
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No response_
### GCC/compiler version
... | {
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Feature Request
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.12.0
### Custom code
No
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @sirakiin Can you please review this PR ? Thank you!",
"Hi @ryan-holt-1 Can you please resolve conflicts? Thank you!",
"Hi @ryan-holt-1 Can you please resolve conflicts? Thank you!",
"This PR is stale because it has been open for 14 days with no... | 2023-08-31T16:22:55 | 2024-01-28T01:48:28 | 2024-01-28T01:48:17 | NONE | null | false | {
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"Try with implementing a delayed assertion mechanism that allows for a certain amount of time before checking if all snapshot files have been fully written to the filesystem. This can be achieved by introducing a time delay or using a polling mechanism to periodically check for the existence of all the snapshot fil... | 2023-08-31T14:04:30 | 2023-09-06T05:21:00 | 2023-09-06T05:21:00 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-09-... | Snapshot files may take a little time to all be written out to the filesystem on a heavily loaded system so need to allow for this before asserting that they are all there.
Fixes: https://github.com/tensorflow/tensorflow/issues/61116 | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/61761 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/61761/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/61761/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/61761/events | https://github.com/tensorflow/tensorflow/issues/61761 | 1,875,073,697 | I_kwDOArmXAs5vw1qh | 61,761 | No quantized type support for Enter/Exit Op | {
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"can i work on this ?",
"Hi @CuiYifeng ,\r\n\r\nI have replicated the behaviour with Tf2.14.rc0. But with Tf2.12v it working fine. Attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/aba44286fab30dae78b84060d463fbae/61761_2-12-vs-2-14.ipynb) for reference.\r\n\r\nIt seems a regression issue for m... | 2023-08-31T08:49:00 | 2024-01-31T08:30:32 | 2024-01-31T08:30:30 | CONTRIBUTOR | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.14.0rc0
### Custom code
No
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
### GCC/... | {
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"@justlike-prog Could you have a look at this [page](https://www.tensorflow.org/lite/performance/post_training_quantization) and let me know if it gives enough information regarding integer quantization?\r\nIn order to expedite the trouble-shooting process, please provide a code snippet to reproduce the issue repor... | 2023-08-31T08:14:44 | 2023-09-13T20:51:42 | null | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): MacOS 12.5
- TensorFlow installation (pip package or built from source): pip
- TensorFlow library (version, if pip package or github SHA, if built from source): 2.13
### 2. Code
Provide code to help us reproduce your issues ... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/61758 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/61758/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/61758/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/61758/events | https://github.com/tensorflow/tensorflow/pull/61758 | 1,874,478,983 | PR_kwDOArmXAs5ZLtDR | 61,758 | Select in Generic Pattern Matching for FP8 GEMMs in XLA | {
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"CC @reedwm."
] | 2023-08-30T22:46:44 | 2023-08-31T20:00:32 | 2023-08-31T20:00:31 | CONTRIBUTOR | null | false | {
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"Try with updating the RELEASE.md file by adding a hyperlink to the dtensor fft blog post. Make sure the link is clickable and directs to the correct URL of the blog post."
] | 2023-08-30T17:19:38 | 2023-09-11T18:00:58 | 2023-09-11T18:00:57 | MEMBER | null | false | {
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```
segmentation_options = processor.SegmentationOptions(
output_type=processor.SegmentationOptions.OutputType.CATEGORY_MASK)
```
is changed to
```
segmentation_options = processor.SegmentationOptions(
output_type=processor.SegmentationOptions.output_type.CATEGORY_MASK)
```
Please check ... | {
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"can i work on this ?",
"@mirjanic Could you please have a look at this [gist](https://colab.research.google.com/gist/sushreebarsa/e3b2bf759b7c10f7ca7ba32fb0bb6abd/untitled0.ipynb#scrollTo=c7xn4WUH5RH4) and confirm this issue?\r\nThe error log is as follows;\r\n```\r\nShape before (unknown): (10, 2)\r\nShape afte... | 2023-08-30T10:49:08 | 2023-09-16T20:05:25 | 2023-09-16T20:05:22 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13
### Custom code
No
### OS platform and distribution
Google Colab
### Mobile device
_No response_
### Python version
3.10.12
### Bazel version
_N... | {
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"Possibility \nhttps://github.com/keras-team/keras/issues/18419",
"@innat,\r\nCould you please share a reproducible code that supports your statement so that the issue can be easily understood? Thank you!",
"Try with:\r\n1. Building the model and using model.save(my_model) instead of model.save_weights(my_model... | 2023-08-30T05:51:06 | 2024-03-25T19:23:14 | 2024-03-25T19:23:10 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.12 / 2.13
### Custom code
No
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
### GC... | {
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"Hi @jpienaar Can you please review this PR ? Thank you!"
] | 2023-08-29T21:11:45 | 2023-09-12T04:27:43 | 2023-09-12T04:27:43 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-09-... | Update `experimental_convert_saved_model_v1` typo to `experimental_convert_saved_model_v1_to_mlir`.
Closes: https://github.com/tensorflow/tensorflow/issues/61598 | {
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"Hi @walkerped ,\r\n\r\nI have replicated the reported error(incompatibility shapes) and attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/3bba9d33740b07a01b53967aa152a306/61746.ipynb#scrollTo=RynDDmpQFZdq) for reference.\r\n\r\nSince the code involves transformer model which is a third party lib... | 2023-08-29T17:14:09 | 2023-11-03T01:48:00 | 2023-11-03T01:47:57 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04.2 LTS
### Mobile device
_No response_
### Python version
3.10.12
### Bazel version
_No response_
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"Hi @PatriosTheGreat Can you please resolve the conflicts? Thank you!\r\n",
"> Hi @PatriosTheGreat Can you please resolve the conflicts? Thank you!\r\n\r\nClosing this PR since the version is already bumped to 2.18.5"
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"concrete_func = model_beam_search.__call__.get_concrete_function()# Create a TFLite converter and set the delegate to TfLiteGpuDelegateconverter = tf.lite.TFLiteConverter.from_concrete_functions([concrete_func], model_beam_search)converter.target_spec.supported_ops = [tf.lite.OpsSet.TFLITE_BUILTINS, tf.lite.OpsSet... | 2023-08-29T06:27:12 | 2023-10-18T15:26:46 | null | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04):
- TensorFlow installation (pip package or built from source):
- TensorFlow library (version, if pip package or github SHA, if built from source):
### 2. Code
Provide code to help us reproduce your issues using one of the fol... | {
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"The installation of the tflite-model-maker with the pip command keeps crashing. Either due to requirements not being found, or the disk running out of space. As a result, cannot complete the Flower Classification tutorial.",
"Hi @dsbyprateekg, tflite-model-maker installation is currently broken and it's unlike... | 2023-08-29T05:34:43 | 2023-10-24T18:12:41 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.9.3
### Custom code
No
### OS platform and distribution
Kaggle TPU
### Mobile device
_No response_
### Python version
3.8.16
### Bazel version
_No response_
### GCC/compiler versi... | {
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"This seems very similar to https://uwekorn.com/2019/09/15/how-we-build-apache-arrows-manylinux-wheels.html#annoying-end-users-issue-2-segmentation-fault-after-import-tensorflow, so I suspect the issue has something to do with the `_GLIBCXX_USE_CXX11_ABI` flag.",
"@sid-kap,\r\nI tried to execute the mentioned cod... | 2023-08-29T03:13:51 | 2024-06-11T16:40:58 | 2024-06-11T16:40:55 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.13
### Custom code
No
### OS platform and distribution
python:3.10-slim-bookworm
### Mobile device
_No response_
### Python version
3.10
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Related PR - https://github.com/tensorflow/tensorflow/pull/61690 | {
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"Hi @jpienaar Can you please review this PR ? Thank you!"
] | 2023-08-28T23:25:12 | 2023-10-09T04:09:35 | 2023-10-09T04:09:35 | CONTRIBUTOR | null | false | {
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- for floats: add with -0.0 (instead of 0.0)
- for integer types other than I32, insert cast to I32, before adding zero, then cast back to output type
(because tosa add only supports I32 for integer types)
- fixed lit tests for above changes as well
Change-Id: I93... | {
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"Hi @jpienaar Can you please review this PR ? Thank you!"
] | 2023-08-28T22:58:26 | 2023-10-20T05:46:12 | 2023-10-20T05:46:11 | CONTRIBUTOR | null | false | {
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Change-Id: I75e419757942bb40469a5990fc6d86dfbe65812e | {
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"Hi @nmatare ,\r\n\r\nThanks for your time in reporting this. I have replicated the issue with tf-nightly as well. I observed dead lock and proposed work around with `dataset = dataset.ignore_errors()` works here. Attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/e5101988b8f68a39f907faaf7643c012/... | 2023-08-28T22:43:16 | 2023-08-29T06:52:49 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
v2.13.0-rc2-7-g1cb1a030a62 2.13.0
### Custom code
Yes
### OS platform and distribution
Linux
### Mobile device
_No response_
### Python version
3.8.17
### Bazel version
_No response_... | {
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"@xing-w I was able to replicate the issue reported [here](https://colab.research.google.com/gist/sushreebarsa/df202f7ea6ad3c85bdf4184cc8e1c9a1/rnn_save_model.ipynb#scrollTo=qHLU9PbnkU4g). \r\nThis issue seems to be Keras issue. Please post this issue on [keras-team/keras repo.](https://github.com/keras-team/keras... | 2023-08-28T20:15:53 | 2023-08-31T20:41:23 | 2023-08-31T20:41:21 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
### GCC/co... | {
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"@penpornk This PR looks good to us. Thanks @Srini511.",
"Good to hear from you @mahmoud-abuzaina ! Thanks!",
"Hi @penpornk, Can you please review this PR ? Thank you!",
"Hi @penpornk, Can you please review this PR ? Thank you!",
"Hi @penpornk, Can you please review this PR ? Thank you!",
"Hi @penpornk, C... | 2023-08-28T20:07:55 | 2024-06-07T16:12:07 | null | CONTRIBUTOR | null | false | {
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"Hi @Hrayo712 \r\n\r\nMixed precision selective post training quantization is currently not supported in TFLite. However, the selective quantization is currently supported using [Quantization Debugger](https://www.tensorflow.org/lite/performance/quantization_debugger#selective_quantization), which accepts `denylist... | 2023-08-28T14:19:16 | 2023-08-31T19:06:44 | null | NONE | null | null | null | **System information**
TensorFlow version (you are using): TF 2.13.0
Are you willing to contribute it (Yes/No): No
Describe the feature and the current behavior/state.
Dear TF developers, I'm currently experimenting with PTQ using 8 bit weights and 16 bit activations (W8A16), and I've gotten great results. Howe... | {
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"Hi @JohnFarl, thanks for reporting the issue, it is actively being worked on, please follow the progress on https://github.com/tensorflow/tensorflow/issues/60431 It seems some users have had success with downgrading to python 3.9 for now. Can you try to see if those workarounds will help unblock you for now?",
"... | 2023-08-28T14:09:40 | 2024-05-30T21:24:36 | null | NONE | null | null | null | If you try to install tflite-model-maker-nightly basically it starts to download **all nightly build wheels** since the first release rather than latest one as supposed.
This seems caused by a bad configuration. Many people have reported this issue [many months ago](https://github.com/tensorflow/tensorflow/issues/6... | {
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} | As the commit message mentions, when trying to build tensorflow lite with `-DTFLITE_ENABLE_GPU=ON` on windows to get the dll/lib files the `cmake --build . -j ` causes the following error: 'any_cast is not a member of std' on r2.14 branch. After making sure my c++ version is indeed above 17, I figured that `operation_s... | {
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"HI @Aismart20170718 ,\r\n\r\nCould you please confirm the build command used along with bazel and GCC versions? Also 2.6 version is quiet older and not actively supported. Could you please try the build with latest versions? Thanks!",
"This issue is stale because it has been open for 7 days with no activity. It ... | 2023-08-28T11:51:40 | 2023-09-15T01:47:35 | 2023-09-15T01:47:33 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf2.6.2
### Custom code
Yes
### OS platform and distribution
ubuntu20.04
### Mobile device
rk3588
### Python version
python3.8
### Bazel version
_No response_
### GCC/comp... | {
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"@ThomasRichtsfeld Could you please let us know the TF version you are using?\r\nPlease refer to [Build from Source ](https://www.tensorflow.org/install/source) and [GPU acceleration delegate ](https://www.tensorflow.org/lite/android/delegates/gpu). Could you please create the delegate with TfLiteGpuDelegateV2Creat... | 2023-08-28T09:47:07 | 2024-02-21T01:47:12 | 2024-02-21T01:47:10 | NONE | null | null | null | We get a class not found exception when calling
```
Model.createModel(
FileUtil.loadMappedFile(
TfLiteFileProvider(
context!!
).getModelFile(modelFileName)
),
modelFileName,
runningOptions!!
)
```
T... | {
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"I've tried adding SET(CMAKE_CXX_FLAGS \"${CMAKE_CXX_FLAGS} /std:c++17\")\r\n\r\nto cmake_install.cmake under tflite-opencl but it still generates the same error.",
"Update: \r\nApparently `operation_selector.cc` does not include `#include <any>` as it should, causing the aforementioned ` 'any_cast': is not a mem... | 2023-08-28T08:14:09 | 2023-11-07T11:24:01 | null | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.14
### Custom code
Yes
### OS platform and distribution
Widnows 10
### Mobile device
Asus pc
### Python version
3.11
### Bazel version
6.1.4
### GCC/compiler version
gcc... | {
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"@powermew,\r\nCould you please take a look at this official code link which helps to limit the gpu on C++.\r\nhttps://github.com/tensorflow/tensorflow/blob/master/tensorflow/core/protobuf/config.proto\r\n\r\nThe _allocated part of set has to do with protobuf's memory management. If you set the options, it will exp... | 2023-08-28T07:20:19 | 2023-08-30T06:52:57 | 2023-08-30T06:52:57 | NONE | null | null | null | ### Issue type
Feature Request
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf 2.4
### Custom code
Yes
### OS platform and distribution
Windows 10
### Mobile device
_No response_
### Python version
3.7.9
### Bazel version
_No response_
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"Hi @aegkmq ,\r\n\r\nI have replicated the reported behaviour with Colab. On TF2.12v got `ValueError: Structure of Python function inputs does not match input_signature:` and with tf-nightly got `KeyError: 'y1'`. Attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/89454be89d29e04c290bb02cc244be9a/6... | 2023-08-27T12:47:18 | 2023-10-19T18:45:47 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
tf 2.13.0, tf 2.12.0
### Custom code
Yes
### OS platform and distribution
Colab, Mac
### Mobile device
_No response_
### Python version
3.11.3
### Baze... | {
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"Hi @david20571015 ,\r\n\r\nThanks for the writeup about this feature request.\r\n\r\nWe do not have plans to add explicit support for MLPs at this time for the following reasons:\r\n* The implementation of the example MLP is 10 lines of code in Keras, which you can easily reuse:\r\n```python\r\nclass MLP(tf.keras.... | 2023-08-26T19:26:42 | 2023-08-31T20:32:31 | 2023-08-31T20:32:30 | NONE | null | null | null | ### Issue type
Feature Request
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.13.0
### Custom code
No
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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Feature Request
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.13.0
### Custom code
No
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"Hi @Pavelikgr, I'm having trouble understanding your project structure/compiling... specifically \"ui_mainwindow.h\" is included but the file included is mainwindow.ui. It also seems you have some dependencies. Can you please list your dependencies and the commands you used to compile? Are you using CMake or Baze... | 2023-08-26T15:17:24 | 2023-09-12T01:46:48 | 2023-09-12T01:46:46 | NONE | null | null | null | ### 1. System information
- Platform and Linux distribution kubuntu 22.04:
- TensorFlow is built from C++ source code:
- Tensorflow 2.11:
### 2. Code
- Link to models that I trained and tried but they don't work in C++ - https://github.com/asuemg1/models_hub/tree/main/Tensorflow%20Lite/Object%20Detection/my_... | {
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Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.13.0
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### Bazel... | {
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"```bash\r\n....\r\n./bazel-bin/tensorflow/tools/pip_package/build_pip_package: line 255: patchelf: command not found\r\n...\r\n```\r\nyou need patchelf as shown in the message\r\n\r\ntry\r\n```bash\r\npip install patchelf\r\n```\r\nbefore running `build_pip_package`",
"Thanks. I got it working",
"> ```shell\r\... | 2023-08-26T04:30:23 | 2023-10-01T01:49:43 | 2023-10-01T01:49:41 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
newest
### Custom code
Yes
### OS platform and distribution
Debian 12
### Mobile device
_No response_
### Python version
Python 3.9
### Bazel version
newest
### GCC/compiler version... | {
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] | 2023-08-25T22:46:59 | 2023-08-28T07:48:21 | 2023-08-28T07:48:20 | CONTRIBUTOR | null | false | {
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"It looks like you're facing a build/installation issue related to TensorFlow. The problem you're describing is about the size of the statically linked binary when compiling TensorFlow Lite for Windows.\r\n\r\nThe issue seems to be regarding the size of the compiled `tensorflowlite.dll` binary, which is significant... | 2023-08-25T22:32:05 | 2023-08-29T04:21:09 | null | NONE | null | null | null | Opened on behalf of @sztomi, Issue is current as of this writing. Previous Issue: https://github.com/tensorflow/tensorflow/issues/48118
*Please make sure that this is a build/installation issue. As per our [GitHub Policy](https://github.com/tensorflow/tensorflow/blob/master/ISSUES.md), we only address code/doc bugs,... | {
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`core/public/version.h`, `tools/pip_package/setup.py`, and
`tensorflow/tensorflow.bzl`. Also review the execution notes below:
```
Major: 2 -> 2
Minor: 14 -> 14
Patch: 0 -> 0
No lingering old version strings "2.14.0-rc0" found in source directo... | {
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"@sachinprasadhs,\r\nI was able to reproduce the issue on tensorflow v2.13, v2.12 and tf-nightly. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/50f0256d5649e35801e57272f337b38c/untitled1345.ipynb).",
"hey @sachinprasadhs and @tilakrayal i try to run the tf.math.top_k on a 1D... | 2023-08-25T18:38:43 | 2023-09-07T13:21:31 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.11
### Bazel version
_No response_
### GCC/compiler vers... | {
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"# Update on Issue with TensorFlow GPU Detection\r\n\r\nAfter my initial post, I took the following steps to further investigate the issue:\r\n\r\n1. ** Replicated the problem with Different cuDNN Version:** Even after pip installing the cuDNN version `8.6.0.163` recommended in TensorFlow's documentation, the probl... | 2023-08-25T18:22:00 | 2023-11-03T01:48:03 | 2023-11-03T01:48:00 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
v1.12.1-99044-gc6ecfeac886 2.15.0-dev20230825
### Custom code
No
### OS platform and distribution
CentOS Linux release 7.9.2009 (Core)
### Mobile device
_No response_
### Pyth... | {
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"I don't think I'm the right reviewer for this.",
"PR has been updated. PTAL."
] | 2023-08-25T17:41:41 | 2023-09-08T05:14:01 | 2023-09-08T05:14:01 | MEMBER | null | false | {
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"Hi @akrapukhin Can you please resolve conflicts? Thank you!",
"I resolved the conflicts",
"Hi @LukeBoyer Any update on this PR? Please. Thank you!",
"Hi @akrapukhin Can you please resolve conflicts? Thank you!",
"ack, I will take a look. Need to understand whats happening a bit better.",
"Hi @akrapukhin ... | 2023-08-25T16:34:05 | 2024-06-07T16:11:49 | null | NONE | null | false | {
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} | This PR fixes #60815
Notes:
1) the problem and the fix are similar to https://github.com/tensorflow/tensorflow/blob/master/tensorflow/security/advisory/tfsa-2022-081.md where lite/kernels/comparisons.cc is fixed.
2) It's not clear what to do when a multiplier is equal to one. I think that this case should be cover... | {
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"Hi @zzq96 ,\r\n\r\nThanks for reporting the issue. I have tested the code with **TF2.10v, TF2.12v and tf-nightly** versions and I found the execution times as **29.5 , 81.8 and 137** seconds respectively.Attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/b3de65d4b863cfa61e83ff3089adb25d/61697.ip... | 2023-08-25T12:10:11 | 2023-08-31T05:25:24 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.14.0
### Custom code
Yes
### OS platform and distribution
_No response_
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
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Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
Debian Bullseye 11.7
### Mobile device
_No response_
### Python version
_No response_
### Bazel version
_No response_
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"Hi @SantiagoMoreno-UdeA \r\n\r\nI was able to reproduce this issue in TF Nightly as well. Please find the gist [here](https://colab.research.google.com/gist/pjpratik/446755d8eff42ea5815ed19fa9257418/61695.ipynb).\r\n\r\nA similar issue is being tracked in #59716 \r\n\r\nDoes dynamic range quantization works for yo... | 2023-08-25T11:32:23 | 2024-03-08T08:51:43 | null | NONE | null | null | null | System information
Linux 20.04
pip Tensorflow==2.12.0
using tranformers WhisperForConditionalgeneration
I'm trying to convert from TF to tflite and quantized to int8 Whisper, using the whisper model from tranformers WhisperForConditionalGeneration. At some point the conversion crash.
Here is the colab for more... | {
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"Hi @MilesTheProwler,\r\n\r\nI am sorry to say that 1.x versions no more supported. Could you please test with latest versions without tf.Session and let us know if any problem arises. Thanks! ",
"This issue is stale because it has been open for 7 days with no activity. It will be closed if no further activity oc... | 2023-08-25T08:27:34 | 2023-09-13T01:47:27 | 2023-09-13T01:47:25 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
1.13.1
### Custom code
Yes
### OS platform and distribution
Unbuntu 22
### Mobile device
_No response_
### Python version
Python 2.7
### Bazel version
_No response_
### GCC/compiler... | {
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"@nicolaspi Could you please have a look at the colab gist of TF [v2.13](https://colab.research.google.com/gist/sushreebarsa/eec8d03e8c0fd64ca06dd633ffa31057/untitled840.ipynb#scrollTo=GE1XkYdiU6ie) and tf-[nightly](https://colab.research.google.com/gist/sushreebarsa/aec2f99123ca0e0b9b4268a14995cc12/untitled840.ipy... | 2023-08-25T07:37:33 | 2023-08-31T06:48:04 | 2023-08-30T09:28:11 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.15.0-dev20230824
### Custom code
Yes
### OS platform and distribution
Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.11
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"I think it is not issue with `tf` but `windows 10`. Please check:\r\n\r\n1. if your system is detecting GPU or not ([How to check GPU in Windows](https://www.microsoft.com/en-us/windows/learning-center/how-to-check-gpu)) if not check this [My RTX 3050 ti is gone and not working](https://answers.microsoft.com/en-... | 2023-08-25T06:32:02 | 2023-08-29T09:39:06 | 2023-08-29T09:39:04 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.13.0
### Custom code
Yes
### OS platform and distribution
Windows 10
### Mobile device
_No response_
### Python version
3.11.4
### Bazel version
_No response_
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"@Boban223,\r\n>2023-08-25 11:11:47.521702: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.\r\n2023-08-25 11:11:47.546940: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda drivers on your machine, GPU will not be used.\r\n2023-08-25 11:11:47.54... | 2023-08-25T02:25:49 | 2023-12-13T01:49:56 | 2023-12-13T01:49:53 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.8.10
### Bazel version
-
### GCC/compile... | {
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"@nnagarajan ,\r\n\r\nFor enabling GPU you need to follow additional instructions mentioned in documentation [here](https://www.tensorflow.org/install/pip#linux).\r\n\r\nPlease check and if you still have issue the let us know.Thanks!",
"Thank you for the instructions @SuryanarayanaY , missed to install cudatooki... | 2023-08-24T19:52:10 | 2024-03-04T07:50:47 | 2023-09-14T04:15:51 | NONE | null | null | null | ### Issue type
Others
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
Rocky Linux 8.8
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
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"Hi @meekus-fischer ,\r\n\r\nApologies for the delay. This issue somehow skipped from my attention. I have tried replicating the issue but its executed without any problem.Please refer to attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/b45a66a7d19a7e01d5b61572fd5eb588/61687.ipynb#scrollTo=XBLXO... | 2023-08-24T18:29:11 | 2023-11-30T01:49:45 | 2023-11-30T01:49:28 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.13.0
### Custom code
Yes
### OS platform and distribution
RHELS 7.9
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No response_
### GCC/compiler version
... | {
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"Closing this as I've reverted the rollback of #61237 from internally with commit https://github.com/tensorflow/tensorflow/commit/765314dd0b5e3fae242c9b7441ce1bda3daa8070. (Incorporating the fix from commit https://github.com/tensorflow/tensorflow/commit/2abff97921a566d143be67451aad85e735e9f1ab). Thank you again fo... | 2023-08-24T13:44:33 | 2023-08-28T13:38:22 | 2023-08-28T13:38:19 | CONTRIBUTOR | null | false | {
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} | This PR includes a fix to BF16 failure in the earlier PR #61237. Changes here is to disable oneDNN matmul if the CPU does not have either AVX512_BF16 or AMX_BF16 feature. | {
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"@hunse Could you please share all the dependencies to replicate the issue reported [here](https://colab.research.google.com/gist/sushreebarsa/925ea8b334191ed3da1aa6b81d488275/61683.ipynb). \r\nThank you!",
"This issue is stale because it has been open for 7 days with no activity. It will be closed if no further ... | 2023-08-23T19:29:13 | 2023-09-11T19:25:05 | 2023-09-11T19:25:02 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.13 / 2.14.0-dev20230706
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.8
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} | Passing `[4, 2]` as `shape` to `array_ops.reshape` always produces an error (in my case with a silent exit and no clue about what happened). Seems to happen because `[4,2]` is of type `List` and when `array_ops.reshape` calls `pywrap_tfe.TFE_Py_FastPathExecute` it expects Eager tensors.
I have tested this in two dif... | {
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Feature Request
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.10.0
### Custom code
No
### OS platform and distribution
Linux Ubuntu 18.04
### Mobile device
_No response_
### Python version
3.10.11
### Bazel version
_No response_
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Fixes: https://github.com/tensorflow/tensorflow/issues/61677 | {
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"Hi @Teledhil \r\n\r\nCan you please try with the latest master pull and see if the issue still persists?\r\n\r\nI see commit https://github.com/google/XNNPACK/commit/ae2875cb2538b00f11564c5cbf649249caf510f1 in GEMM microkernels which might be a related to the issue.\r\n\r\nThanks. ",
"Hi @pjpratik \r\n\r\nI trie... | 2023-08-23T15:58:22 | 2023-08-29T18:11:28 | 2023-08-29T17:43:10 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
Didn't tried
### Source
source
### TensorFlow version
7701a45e3893bbf8c451f6437d039172db89d548
### Custom code
No
### OS platform and distribution
Raspberry Pi 4, Raspbian
### Mobile device
_No ... | {
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"@nSircombe ",
"Same fault for //tensorflow/compiler/mlir/lite/quantization/lite:quantize_model_test and //tensorflow/compiler/mlir/lite/quantization/lite:quantize_weights_test",
"Building for UBSAN gives the following error.\r\n\r\n```\r\n$ bazel-bin/tensorflow/compiler/mlir/lite/sparsity/sparsify_model_test\r... | 2023-08-23T15:18:03 | 2023-09-06T14:40:50 | 2023-09-06T14:40:47 | 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
3.9.17
### Bazel version
6.1.0
### GCC/compiler version
16.0.6
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"@B-JackMao Sorry for the late response!\r\nCould you please follow this [page](https://www.tensorflow.org/lite/inference_with_metadata/lite_support) which explains about processing input and output data into tflite model?\r\nThank you!",
"This issue is stale because it has been open for 7 days with no activity. ... | 2023-08-23T15:09:24 | 2023-10-07T01:47:38 | 2023-10-07T01:47:35 | NONE | null | null | null | When TFLite processes image data, which variable will the read in image data be stored in? Is it TfLiteTensor.data?
How can I directly process a single image using TensorFlow Lite source code without relying on an Android app? | {
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