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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/59712\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-02-16T15:11:02 | 2023-02-16T15:30:19 | 2023-02-16T15:30:16 | NONE | null | null | null | Tensorflow Version -> v2.11.0-rc2-17-gd5b57ca93e5, 2.11.0
Custom Code -> Yes
OS Platform and Distribution -> Google colab
### Standalone code to reproduce the issue
```python3
import tensorflow as tf
tensor=tf.random.normal((32,128,128,3)) # some images
print('Wor... | {
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"@codejaeger can you re-execute with this defined first:\r\n```\r\nexport TF_TRT_SHOW_DETAILED_REPORT=1\r\n```\r\n\r\nPlease copy the log output here. Thanks",
"Hi,\r\n\r\nThanks for the quick response. I have used the flag you mentioned and collected the logs below.\r\n\r\nWhile using `quantize_and_dequantize` a... | 2023-02-16T12:17:01 | 2023-03-29T23:42:00 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
TF 2.10
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04.5 LTS
### Mobile device
_No response_
###... | {
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"Hi, @SuperSecureHuman \r\n\r\nAplogize for the delay and It seems like there is some problem with `cudatoolkit` and the `cudnn` version could be incompatible with your tensorflow version. If possible could you please help me with the output of these two commands `nvcc --version` and `nvidia-smi` and as per our [of... | 2023-02-16T04:14:15 | 2023-03-04T04:15:02 | 2023-03-04T04:15:00 | 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
2.8, 2.11
### Custom Code
Yes
### OS Platform and Distribution
RHEL 7.9
### Mobile device
_No response_
### Python version
3.8
### Bazel versio... | {
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"@priyansh4320 \r\n I tried to reproduce the issue on colab using TF v2.11 but facing different error could you please provide all dependencies and find the gist [here](https://colab.research.google.com/gist/tiruk007/b861319a02bcbea01a7a2a80154f906b/untitled134.ipynb) for reference.\r\n\r\nThank you !",
"@tiruk00... | 2023-02-16T04:05:22 | 2023-04-06T01:53:41 | 2023-04-06T01:53:39 | 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
tensorflow.compat.v2.version
### Custom Code
Yes
### OS Platform and Distribution
google colab
### Mobile device
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"cc @eric-k256 @rsuderman ",
"There is actually no implementation of the `dtype.isUnsigned()` [Reference](https://mlir.llvm.org/doxygen/classmlir_1_1quant_1_1QuantizedType.html) . Simply using getStorageTypeMin/Max for much cleaner implementation.\r\n\r\nJerry "
] | 2023-02-16T00:18:06 | 2023-02-24T23:24:47 | 2023-02-24T23:24:47 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-02-... | The original request: https://github.com/tensorflow/tensorflow/pull/58288#discussion_r1013360726
This is the 1st patch for review. I will cleanup everything else after the 1st round of review.
Jerry | {
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"@ZIFENG278 try this below \r\nIt looks like there might be an issue with the TensorFlow Lite build for your BeagleBone Black Wireless. The error message you're getting suggests that there is an unresolved symbol when loading the shared library.\r\n\r\nHere are some suggestions to resolve this issue:\r\n\r\nEnsure ... | 2023-02-15T22:40:35 | 2023-04-02T17:16:20 | 2023-04-02T17:16:17 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
tf
### Custom Code
No
### OS Platform and Distribution
Debian GNU/Linux 10 (buster)
### Mobile device
_No response_
### Python version... | {
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"The CPU behavior matches NumPy. The result overflows the underlying data type in NumPy.\r\n```\r\n>>> import numpy as np\r\n>>> np.power(2, 62)\r\n4611686018427387904\r\n>>> np.power(2, 63)\r\n-9223372036854775808\r\n>>> np.power(2, 64)\r\n0\r\n>>> np.power(2, 128)\r\n0\r\n```\r\n\r\nOn GPU, the result is wrapping... | 2023-02-15T21:24:56 | 2023-05-04T23:08:24 | 2023-05-04T23:08:21 | 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
2.13.0.dev20230204
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04.4 LTS
### Mobile device
_No response_
### Python version
_... | {
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"Hi, @trickiwoo \r\n\r\nAplogize for the delay and I was able to replicate the issue and it's returning different values for the same code on `CPU` and `GPU`, for your reference I have added [gist-file-tf2.11](https://colab.research.google.com/gist/gaikwadrahul8/097cea61a28081a64601a762e40903bb/-59704.ipynb), [gist... | 2023-02-15T21:20:51 | 2023-03-06T21:34:24 | 2023-03-06T21:34:22 | 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
2.13.0.dev20230204
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04.4 LTS
### Mobile device
_No response_
### Python version
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"> LGTM, just reordering the imports back as this would break Copybara otherwise\r\n\r\nNo problem. Why's that?",
"Internally the imports get rewritten based on where the code is situated in the Google monorepo and the type of the code (OSS -> third_party). Plus, code linters want the imports sorted."
] | 2023-02-15T21:08:35 | 2023-03-06T22:03:48 | 2023-02-16T19:25:16 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-02-... | The validation checks that `x` is a matrix, so rank must be 2. ff45913 fixed the crash in https://github.com/tensorflow/tensorflow/issues/58261 but left this typo in an exception message.
Fixes https://github.com/tensorflow/tensorflow/issues/58261
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"The result of casting a negative float to an int is undefined according to the C++ standard:\r\n> A prvalue of a floating-point type can be converted to a prvalue of an\r\ninteger type. The conversion truncates; that is, the fractional part is\r\ndiscarded.\r\n> The behavior is undefined if the truncated value can... | 2023-02-15T20:59:06 | 2023-03-22T22:35:04 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.13.0.dev20230204
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04.4 LTS
### Mobile device
_No response_
### Python version
_... | {
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"@chewman19 I was able to execute the code from [Load video data](https://www.tensorflow.org/tutorials/load_data/video) tutorial succesfully using TF v 2.11. Kindly refer to the gist [here](https://colab.sandbox.google.com/gist/synandi/a9e43199c8c958f5f3178ce7d4e0ff14/59701.ipynb). For better assistance please sha... | 2023-02-15T20:21:11 | 2023-03-23T16:44:05 | 2023-03-23T16:44:02 | 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
tf 2.11.0
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.9
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"sample comment",
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### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.11
### Custom Code
Yes
### OS Platform and Distribution
_No response_
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"[Lstm3.zip](https://github.com/tensorflow/tensorflow/files/10745602/Lstm3.zip)\r\n\r\n\r\nTrained model:\r\n`model = keras.models.load_model('Lstm3')`",
"Hi @danielstankw,\r\n\r\nThe prediction time in TensorFlow depends on several factors, some of them are:\r\n\r\n1. Model complexity: Models with a large number... | 2023-02-15T17:03:40 | 2023-03-24T04:32:42 | 2023-03-24T04:32:40 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Performance
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.11.0
### Custom Code
Yes
### Specs
Memory: 32GB
Ubuntu 22.04 LTS
Processor: 12th Gen Intel-Core i9-12900KSx24
OS... | {
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"Hi @nluehr Can you please check @cantonios's comments and keep us posted ? Thank you!"
] | 2023-02-15T16:39:34 | 2023-03-15T20:28:45 | 2023-03-15T20:28:38 | CONTRIBUTOR | null | false | {
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} | With these changes I see an 18% improvement in single threaded bi-linear resize performance on x86 CPUs (based on resizing full-sized imagenet inputs to 224x224 pixels). Including disk IO and jpeg decode, the improvement dilutes to ~5%. But on multi-GPU systems where image pre-processing can represent a significant bot... | {
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"Hi @gaikwadrahul8 -- have you been able to reproduce this issue? Just want to make sure it doesn't get lost",
"Hi, @taylora-mitre \r\n\r\nApologize for the delay and I was able to replicate the issue on Google colab with `Tensorflow==2.11` so I have added gist file for your reference [here](https://colab.researc... | 2023-02-15T14:14:32 | 2023-03-31T13:49:35 | 2023-03-31T13:49:32 | 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
_No response_
### Mobile device
_No response_
### Pytho... | {
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CVE-2023-23916: HTTP multi-header compression denial of service 2023-02-15 7.57.0-7.87.0
CVE-2023-23915: HSTS amnesia with --parallel 2023-02-15 7.77.0-7.87.0
CVE-2023-23914: HSTS ignored on multiple requests 2023-02-15 7.77.0-7.87.0
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"Hi, @clime \r\n\r\nApologize for the delay and as far I know, I think this warning can be safely ignored as you can find the same warning even in [Tensorflow-Tutorial](https://www.tensorflow.org/text/tutorials/text_generation#export_the_generator) and that warnings are that function could not be traced. It should ... | 2023-02-15T12:30:58 | 2023-03-31T01:56:46 | 2023-03-31T01:56:43 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.11
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 22.04.1 LTS
### Mobile device
_No response_
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"https://lore.kernel.org/distributions/e3306ab8-3656-3128-40f8-f76e6871a3a3@footclan.ninja/T/#u\r\n\r\ntl;dr it might be worth holding off.",
"Hi @RamanSggs, In order to expedite the trouble shooting process, please fill the issue [template](https://github.com/tensorflow/tensorflow/issues/new/choose) and share co... | 2023-02-15T12:23:21 | 2023-02-16T19:31:55 | 2023-02-16T19:31:53 | NONE | null | null | null | Vulnerabilities are reported in curl 7.87. Can someone please update curl to 7.88 ? | {
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"@turgut-baba Thanks for reporting the issue.\r\n\r\nI've tried running the commands \r\n\r\n`bazel build -c opt --config=elinux_aarch64 //tensorflow/lite:libtensorflowlite.so --fat_apk_cpu=arm64-v8a`\r\nand\r\n`bazel build -c opt --config=elinux_aarch64 //tensorflow/lite:libtensorflowlite.so` on Linux/Ubuntu 20.04... | 2023-02-15T10:17:10 | 2024-04-09T18:17:53 | 2023-03-28T01:57:56 | 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
Yes
### OS Platform and Distribution
Debian 11
### Mobile device
Android NDK 25
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kudos to you on this learning @opencv @meshmmanuel | {
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"@matthiaskramm for visibility (can't seem to assign you)",
"Thanks for the detailed bug report! I'll take a look. (Give me a few days, I'm in the middle of another thing.)",
"I can't find a pass that would already do this (take the exported_names and create a wrapper function for each). The one that comes clos... | 2023-02-14T17:01:14 | 2023-03-30T13:14:39 | 2023-03-30T13:14:37 | 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
v1.12.1-89390-gf1ef1162316 2.13.0-dev20230214
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mob... | {
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"Hi @codingzebra333 !\r\n I tried to replicate the issue on Colab using TF v2.11 but facing a different error. Could you please provide dependencies to reproduce the issue and find the gist [here](https://colab.research.google.com/gist/tiruk007/b23c955476d80be16eed766de5ba2c8f/untitled122.ipynb) for reference.\r\n... | 2023-02-14T14:46:36 | 2023-11-03T01:48:12 | 2023-11-03T01:48:10 | NONE | null | null | null | Hey,
I used tflite converter to convert .h5 file, the model is much smaller than the original, but the accuracy dropped drastically.[ Here ](https://colab.research.google.com/drive/14zMCm0XaszVrUoWd9bMvBjSXSdPvSWuw?userstoinvite=tirumaleshk%40google.com&actionButton=1#scrollTo=JWvOm1R5WyPs )is the code. Could you ple... | {
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"Hi @krittapat-canik Can you please check @cantonios's comments and keep us posted ? Thank you!",
"Hi @krittapat-canik Can you please check @cantonios's comments and keep us posted ? Thank you!",
"This PR is stale because it has been open for 14 days with no activity. It will be closed if no further activity oc... | 2023-02-14T14:02:23 | 2023-06-23T15:46:17 | 2023-06-23T15:46:13 | NONE | null | false | {
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} | refactorings BitcastOp_Create and BitcastOp_Compute for improved memory usage and performance.
For BitcastOp_Create, I've made a few changes that will help reduce memory usage. Specifically, I've used a single TF_Status object for error checking and memory allocation, which should help reduce the overall memory foot... | {
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"Hi @mikolajpabiszczak Can you please resolve conflicts? Thank you!",
"From what I see the Dockerfiles used to build official images were move to [tensorflow/build](https://github.com/tensorflow/build) rendering this PR as out-of-place. Closing."
] | 2023-02-14T11:42:32 | 2023-03-22T08:57:08 | 2023-03-22T08:57:01 | NONE | null | false | {
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} | This PR is added as a follow-up of Issue #59293 - it updates the Dockerfiles so that they consistently use `apt-get -y clean all && rm -rf /var/lib/apt/lists/*`, `apt-get install -y --no-install-recommends`. Thus making official Docker images smaller.
With this update the change in size of the Docker image is the fo... | {
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"@penpornk @cantonios "
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Fixes #59680 | {
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"Introduced by https://github.com/tensorflow/tensorflow/commit/397570c85afa4dacd0a10869a1463bac8872bfd7",
"Hi, @elfringham \r\n\r\nThank you for noticing the issue and I see you've submitted PR [#59681](https://github.com/tensorflow/tensorflow/pull/59681) for this issue so this issue will be taken ... | 2023-02-14T09:38:18 | 2023-02-24T05:29:36 | 2023-02-20T18:46:12 | 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
RHEL 8.7
### Mobile device
n/a
### Python version
3.9.13
### Bazel version
5.3.0... | {
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"@PPParticle Thanks for reporting the issue.\r\n\r\nSorry for the delayed response.\r\n\r\nAs per the documentation, [prune_low_magnitude](https://www.tensorflow.org/model_optimization/api_docs/python/tfmot/sparsity/keras/prune_low_magnitude) expects pruning schedule, but a dictionary of pruning schedule is given w... | 2023-02-14T08:33:31 | 2023-02-17T01:34:54 | 2023-02-17T01:34:52 | NONE | null | null | null | ### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
v2.11.0
### Custom Code
No
### OS Platform and Distribution
WSL2 Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
python 3.8.10
### Bazel v... | {
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"Note, the experimental API is not required to reproduce the bug. Just use `force_generator=True` instead.\r\n\r\n```py\r\nimport tensorflow as tf\r\n\r\ntf.keras.mixed_precision.set_global_policy('mixed_float16')\r\n\r\ndropout = tf.keras.layers.Dropout(rate=0.5, force_generator=True)\r\n\r\n@tf.function(jit_compi... | 2023-02-14T07:23:09 | 2023-03-07T16:34:59 | 2023-03-07T16:34:37 | 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
2.13.0.dev20230213
### Custom Code
Yes
### OS Platform and Distribution
Colab
### Mobile device
_No response_
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"@kasrash \r\nI tried to replicate the issue on Colab using TF v2.11 but facing a different problem. Please find the gist [here](https://colab.research.google.com/gist/tiruk007/b415002491a70d80b4181d00aeef3369/untitled123.ipynb) for reference.\r\nCould you please provide all dependencies to replicate the issue repo... | 2023-02-14T05:53:38 | 2023-03-31T01:56:49 | 2023-03-31T01:56:46 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
TF 2.11.0
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
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"@myplc,\r\nCould you please post this issue in [tensorflow/tfjs](https://github.com/tensorflow/tfjs/issues) repo to get the right help there?\r\nThanks!",
"This issue has been automatically marked as stale because it has no recent activity. It will be closed if no further activity occurs. Thank you.\n",
"Closi... | 2023-02-14T05:22:19 | 2023-02-28T15:07:05 | 2023-02-28T15:07:02 | 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
4.2.0
### Custom Code
Yes
### OS Platform and Distribution
windows10
### Mobile device
_No response_
### Python version
2.7 and 3.9
### Bazel v... | {
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"v0.8 is not available at https://github.com/NVIDIA/cudnn-frontend at the main branch. I cannot proceed until it has been updated.",
"> v0.8 is not available at https://github.com/NVIDIA/cudnn-frontend at the main branch. I cannot proceed until it has been updated.\r\n\r\nThanks for the comment. Yes, we are worki... | 2023-02-14T04:11:23 | 2023-03-17T08:06:54 | 2023-03-17T08:06:53 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-03-... | This PR is to update the cudnn frontend version to v0.8. The release note is [here](https://github.com/NVIDIA/cudnn-frontend/releases/tag/v0.8).
cc. @pjannaty @nluehr | {
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"Thanks @tpopp for your review."
] | 2023-02-14T02:56:56 | 2023-02-15T11:14:13 | 2023-02-15T11:14:13 | CONTRIBUTOR | null | false | {
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The debug build failed.
```
tensorflow/compiler/xla/mlir/math/transforms/math_approximation.cc: In function 'mlir::Value xla::{anonymous}::ClampWithNormals(mlir::ImplicitLocOpBuilder&, const llvm::SmallVector<long int, 2>&, mlir::Value, float, float)':
tensorflow/compiler/xla/mlir/math/transforms/math_app... | {
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We can revert this when MLIR generated bf16 is available in the future. FYI @kushanam | {
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"This change (from compare+select operations, to a min/max operation) can improve implementation speed and size on some hardware platforms."
] | 2023-02-13T20:38:30 | 2023-03-07T19:30:07 | 2023-03-07T19:30:06 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-03-... | Using max/min instead of select. This change (from compare+select operations, to a min/max operation) can improve implementation speed and size on some hardware platforms.
Signed-off-by: Tai Ly <tai.ly@arm.com>
Change-Id: I6e3929873ea2b1f12fe635b4e953c14ed5bdf526 | {
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"In this gist, I have removed the dependency on `transformers` and a large amount of irrelevant code:\r\nV1: https://gist.github.com/AndreasMadsen/dc5785b5a55bf740c555b2fb5cdab1db (~600 LOC)\r\nV2: https://gist.github.com/AndreasMadsen/5fdaa8431929e25cf3a990f234f88a8c (update, more code removed. ~450 LOC)\r\nV3: ht... | 2023-02-13T20:32:19 | 2023-03-16T02:07:05 | 2023-03-16T02:07:02 | CONTRIBUTOR | 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
2.11
### Custom Code
No
### OS Platform and Distribution
Official docker image via apptainer
### Mobile device
_No res... | {
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"any one could help on this?\r\n",
"Hi, @ysong2123 \r\n\r\nApologize for the delay and it seems like the problem is due to SSL certificate on your machine and at the moment I'm providing some useful links which will help you to solve your SSL certificate problem [Ref-1](https://docs.mend.io/en-US/bundle/wsk/page/... | 2023-02-13T15:26:12 | 2023-02-16T07:21:25 | 2023-02-16T07:21:23 | 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
tag: v2.11.0
### Custom Code
No
### OS Platform and Distribution
MacOS Montery 12.6.1
### Mobile device
_No response_
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I am trying to evaluate a tflite model, but all my attempts have been unsuccessful. I have provided a full code [here](https://colab.research.google.com/drive/14zMCm0XaszVrUoWd9bMvBjSXSdPvSWuw#scrollTo=huwb9Wiufr9e). Thank you very much! | {
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"I've tried building with `bazel build -c opt //tensorflow/lite:libtensorflowlite.so --fat_apk_cpu=arm64-v8a` but now it says `<path to .so> is not compatible with aarch64linux` . I couldn't build with `bazel build -c opt //tensorflow/lite:libtensorflowlite.so --cpu=arm64-v8a` because I got `cc_toolchain_suite rule... | 2023-02-13T12:40:32 | 2023-03-31T01:56:52 | 2023-03-31T01:56:48 | 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
Yes
### OS Platform and Distribution
Debian 11
### Mobile device
Android
### Python version
3.9.2
### Bazel ve... | {
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"@albertvillanova Thanks for reporting the issue.\r\n\r\nI have tried installing `tensorflow==2.3.0` and `tensorboard==2.12` and was able to import tensorflow without any error.\r\n\r\nPlease find the gist [here](https://colab.research.google.com/gist/pjpratik/9d7f805f3e64536f1531cd732c4b3980/59665.ipynb). Could y... | 2023-02-13T10:27:09 | 2023-03-17T21:12:52 | 2023-03-17T21:12:50 | CONTRIBUTOR | 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
2.3.0
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04.5 LTS
### Mobile device
_No response_
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Fixes #59643 | {
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"Hi, @aim2002 \r\n\r\nI'm not sure which instructions are you following but I'm able to install Tensorflow on `Apple M1 Pro` and it should work on `Mac M2` also so you can install Tensorlflow by using one of the `Conda`, `Miniconda` or `Miniforge` approach so I followed [Get started with tensorflow-metal](https://d... | 2023-02-13T04:54:55 | 2024-03-31T20:38:07 | 2023-02-27T17:07:05 | 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
2.11.0
### Custom Code
Yes
### OS Platform and Distribution
13.1 (22C65)
### Mobile device
_No response_
### Python version
Python 3.9.12
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"All the details are in the colab file, and I would like to know if this situation is a bug or an internal optimization of the converter. If it is an optimization, can I turn it off because I only want the model structure for later use and not for inference speed. Thank you for your help.",
"@Sun2018421 \r\nI was... | 2023-02-13T02:30:04 | 2023-06-09T02:07:40 | 2023-06-09T02:07:38 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): windos10
- TensorFlow installation (pip package or built from source): pip
- TensorFlow library (version, if pip package or github SHA, if built from source): version 2.9.1
### 2. Code
Provide code to help us reproduce your... | {
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"Please squash the commits",
"Thanks @mihaimaruseac PR has been updated with commits squashed. Please take a look."
] | 2023-02-13T01:59:17 | 2023-03-06T22:04:04 | 2023-02-14T04:24:10 | MEMBER | null | false | {
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cause a crash in record_input.
Signed-off-by: Yong Tang <yong.tang.github@outlook.com> | {
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"Thanks @cantonios . The PR has been updated. \r\n\r\nIn the past I did notice that internal tests may have different error codes. Not sure the change will cover all scenarios in internal tests. Please let me know if there are additional failures in internal tests.",
"\r\nHere are the internal errors, @yongtang ... | 2023-02-13T01:26:42 | 2023-04-19T01:55:57 | 2023-04-19T01:55:52 | MEMBER | null | false | {
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} | This PR fixes #59084 by return error in case invalid shape set_dim is called.
Signed-off-by: Yong Tang <yong.tang.github@outlook.com> | {
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"Hi @alankelly Can you please review this PR ? Thank you!",
"Hi @alankelly Can you please review this PR ? Thank you!",
"Hi @alankelly Can you please review this PR ? Thank you!",
"Hi @alankelly Can you please review this PR ? Thank you!"
] | 2023-02-12T22:15:12 | 2023-07-25T11:42:06 | 2023-07-25T11:42:05 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-07-... | While following the [TensorFlow Lite C++ minimal example](https://github.com/tensorflow/tensorflow/edit/master/tensorflow/lite/examples/minimal/README.md) instructions I encountered issue with `libffi7` package ([libffi.so.7: cannot open shared object file: No such file or directory](https://askubuntu.com/questions/128... | {
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"@mihaimaruseac @cantonios PR has been updated with commits merged. Please take a look."
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This PR fixes #59114.
Signed-off-by: Yong Tang <yong.tang.github@outlook.com> | {
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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/59657/checks?check_run_... | 2023-02-12T16:37:04 | 2023-02-15T06:35:41 | 2023-02-15T06:35:38 | NONE | null | false | {
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} | ## Contributors:
* Gaetano Signorelli (https://github.com/gaetano-signorelli)
* Daniele Sirocchi (https://github.com/dsr-lab)
## Description
We found a possible bug in the implementation of the *Softmax* activation.
In particular, we noticed learning issues when we trained a model with Mixed Precision (https://w... | {
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"Also, please squash all commits, we don't need 3 commits for a check and a test.",
"Thanks @cantonios. The PR has been updated with `with self.session():` removed. Let me know if this works (I see most of the other tests seems to have this)",
"Thanks @mihaimaruseac The PR has been updated with commits merged.... | 2023-02-12T16:33:00 | 2023-02-17T22:08:19 | 2023-02-17T17:49:46 | MEMBER | null | false | {
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"Hi @alex19999, \r\nIn order to expedite the trouble-shooting process, kindly share complete reproducible code to replicate the issue reported here. Thank you!",
"This issue has been automatically marked as stale because it has no recent activity. It will be closed if no further activity occurs. Thank you.\n",
... | 2023-02-12T16:19:29 | 2023-03-01T18:07:06 | 2023-03-01T18:07:03 | 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
tf. 2.9
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
Linux Ubuntu 20.04
### Python version
3.9
##... | {
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"class Gravity(tf.keras.optimizers.Optimizer):\r\n def __init__(self,\r\n learning_rate=0.1,\r\n alpha=0.01,\r\n beta=0.9,\r\n name=\"Gravity\",\r\n **kwargs):\r\n super(Gravity, self).__init__(name, **kwargs)\r\n self._set_hyper('learning... | 2023-02-12T02:56:29 | 2023-07-01T21:29:12 | 2023-02-17T11:41:48 | NONE | null | null | null | I know that we can use tf.keras.optimizers.legacy.Optimizer for making the older custom optimizers to work,but I'm wonder how I can update my code.This the original code that I want to make it function for tf 2.11
`class Gravity(tf.keras.optimizers.Optimizer):
def __init__(self,
learning_rate=... | {
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See below for some issues fixed in 1.6.39:
https://github.com/glennrp/libpng/blob/libpng16/CHANGES#L6112-L6122
Signed-off-by: Yong Tang <yong.tang.github@outlook.com> | {
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"can you put your code in detail to solve this issue?\r\n",
"Hi, @VictorvanWeelden \r\n\r\nApologize for the delay and I was able to replicate the issue on Google colab with `TF2.11 `and also tried with pre release `tensorflow 2.12.0rc0`, I have added both gist files here [tf-2.11](https://colab.research.google.c... | 2023-02-11T17:14:58 | 2023-04-14T01:52:31 | 2023-04-14T01:52:28 | 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
2.11.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.8
### Bazel ver... | {
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"@AAnirudh07 \r\nThis issue seems to be a keras related issue. Please post this issue on [keras-team/keras repo.](https://github.com/keras-team/keras/issues)\r\nTo know more see;\r\nhttps://discuss.tensorflow.org/t/keras-project-moved-to-new-repository-in-https-github-com-keras-team-keras/1999.\r\n\r\nThank you!",
... | 2023-02-11T08:30:30 | 2023-02-14T02:13:25 | 2023-02-14T02:13:25 | NONE | null | null | null | ### Issue Type
Feature Request
### Tensorflow Version
tf 2.11.0
### OS Platform and Distribution
Windows 11
### Python version
3.10.9
Hello!
Currently, I can get the weights of each layer of a Keras model by calling TensorFlow's `get_weights()` method. Additionally, this method returns the bi... | {
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The tb-nightly 2.13.0.a* pypi package is now available | {
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This is useful for allowing machine-dependent options (such as -march or -mtune) to be applied in compilation units handled by nvcc. | {
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"@mazeltovlee \r\nI was able to replicate the issue on Google Colab with TF v2.11 on both CPU(output is 0.0) and GPU(output is nan). Please find the gist for the same [here-CPU](https://colab.sandbox.google.com/gist/synandi/ae802b0f544e5369425e75c1f5f9b451/59647_cpu.ipynb) and [here-GPU](https://colab.sandbox.goog... | 2023-02-10T16:47:24 | 2023-03-24T04:32:29 | 2023-03-24T04:32:26 | 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
2.11.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.8
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"@jurahul FYI",
"Thanks @zhangqiaorjc. Note that this is a prototype and does not work with the new XLA runtime. I have tested with these flags: `--xla_gpu_enable_async_collective_permute=true --xla_gpu_enable_xla_runtime_executable=false --xla_gpu_enable_latency_hiding_scheduler=true --xla_gpu_enable_cp_separate... | 2023-02-10T16:46:26 | 2023-03-21T21:20:19 | 2023-03-21T21:20:18 | MEMBER | null | true | {
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"Hi Andrew,\r\n\r\nThanks for bringing this up! We have seen similar failure with that test on x86 as well. Since it is passing in other Python versions and because the immediately affected feature (DTensor) is experimental, we have [disabled](https://github.com/tensorflow/tensorflow/blob/master/tensorflow/dtensor/... | 2023-02-10T13:13:55 | 2023-02-14T09:16:06 | 2023-02-14T09:15:56 | CONTRIBUTOR | null | false | {
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} | protobuf 4 can lead to segmentation faults on Python 3.8 so prevent that from happening by using protobuf 3 but only for Python 3.8
Fixes #59643 | {
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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/59643\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-02-10T13:12:56 | 2023-02-13T20:50:40 | 2023-02-13T20:50:37 | 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
CentOS 7
### Mobile device
n/a
### Python version
3.8.13
### Bazel version
5.3.0... | {
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"Hi, @shkarupa-alex \r\n\r\nAplogize for the delay and I was able to replicate the same issue with `tf-nightly `on Google Colab and also on `Ubuntu 20.04 `, for your reference I have added [gist-file-tf-nightly ](https://colab.research.google.com/gist/gaikwadrahul8/8621f06354de07d8e85b7c192f666e80/-59642-test.ipynb... | 2023-02-10T12:04:59 | 2023-03-30T15:26:51 | 2023-03-30T15:26:47 | CONTRIBUTOR | 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
2.13.0-dev20230210
### Custom Code
Yes
### OS Platform and Distribution
Google Colab
### Mobile device
_No response_
### Python version
_No res... | {
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"@sushreebarsa \r\n\r\nI was able to reproduce the issue on Colab using TF v2.11 . Please find the gist [here](https://colab.research.google.com/gist/tiruk007/01cd0b1c8b49584bf08617e8fe098086/untitled121.ipynb) for reference.\r\n\r\nThank you!",
"Hi, @Tens0rFlaw \r\n\r\nApologize for the delay and I was able to r... | 2023-02-10T11:15:27 | 2023-02-21T15:17:43 | 2023-02-21T15:17:40 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.9.2
### Custom Code
Yes
### OS Platform and Distribution
Windows 10, WSL2 Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.8.... | {
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} | It was a problem when `run_performance_profiling.sh` was running with `./` in the beginning of the command, e.g.:
```
./tensorflow/lite/delegates/gpu/cl/testing/run_performance_profiling.sh -m ...
```
I got the following error:
```
ERROR: Skipping '//./tensorflow/lite/delegates/gpu/cl/testing:performance_profil... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/59639 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59639/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59639/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59639/events | https://github.com/tensorflow/tensorflow/pull/59639 | 1,579,477,292 | PR_kwDOArmXAs5Js6Dg | 59,639 | [Linaro:ARM_CI] Revert adding install of tensorflow-io | {
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"Probably best to wait for a new release of tensorflow-io before merging this PR",
"No reason to wait for new release of tensorflow-io. Failures seen in ARM_CI run were not related."
] | 2023-02-10T11:02:11 | 2023-02-22T12:48:43 | 2023-02-13T21:03:58 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-02-... | Do not install tensorflow-io as an extra package, it is not needed and can cause additional problems and failed to achieve the original intent as it attempted to fix a problem that was actually in the building of the tensorflow-io-gcs-filesystem package for AARCH64 | {
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"Hi @rainwoodman Can you please review this PR ? Thank you!",
"Hi @rainwoodman Can you please review this PR ? Thank you!",
"Hi @rainwoodman Can you please review this PR ? Thank you!",
"Hi @jsmeredith Can you please review this PR ? Thank you!",
"Hi @jsmeredith Can you please review this PR ? Thank you!",... | 2023-02-10T08:11:12 | 2024-06-07T16:04:13 | null | NONE | null | false | {
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} | …ity with Tensorflow API | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/59637 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59637/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59637/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59637/events | https://github.com/tensorflow/tensorflow/issues/59637 | 1,579,198,494 | I_kwDOArmXAs5eIKge | 59,637 | How to use exported automl tensorflow model for tabular data in Python | {
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"@kaywolter,\r\nExporting AutoML tabular models has the following limitations:\r\n\r\n- You can export AutoML tabular classification and regression models only. Exporting AutoML tabular forecasting models is not supported.\r\n\r\n- Vertex Explainable AI is not available using exported tabular models. If you need to... | 2023-02-10T08:04:57 | 2023-03-23T02:33:43 | 2023-03-23T02:33:40 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.9
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu
### Mobile device
_No response_
### Python version
3.7
### Bazel vers... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/59636 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/59636/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/59636/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/59636/events | https://github.com/tensorflow/tensorflow/pull/59636 | 1,579,164,992 | PR_kwDOArmXAs5Jr2BJ | 59,636 | [DO NOT REVIEW] Introduce multiple streams execution in TensorFlow. | {
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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/59636/checks?check_run_... | 2023-02-10T07:40:24 | 2023-02-15T18:00:06 | 2023-02-13T23:50:22 | CONTRIBUTOR | null | true | {
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} | Multiple Stream TensorFlow is developed based on the official [TensorFlow 2.2](https://github.com/tensorflow/tensorflow/tree/r2.2). It leverages the features of modern GPUs to accelerate deep learning training and inference. This Multi-Stream implementation has successfully helped several customers migrate their TF mod... | {
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"@mergian Thanks for reporting this issue.\r\n\r\nI was able to reproduce this issue in TF 2.11 and TF Nightly 2.13.0-dev20230209 . Please find the gist [here](https://colab.research.google.com/gist/pjpratik/ebeaa08d55c8797134f250ffa20606b4/59635.ipynb).\r\n\r\n@SuryanarayanaY Could you please look into this. Thank... | 2023-02-10T07:31:14 | 2023-03-27T05:56:57 | 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
2.11.0
### Custom Code
No
### OS Platform and Distribution
Linux CentOS
### Mobile device
_No response_
### Python version
3.7
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"I modified the patch slightly to make inclusion of targets conditional on the bazil configuration. Please reopen if this does not fix your issue.",
"Thank you for letting me know. I will reopen it if it does not work."
] | 2023-02-10T03:23:23 | 2023-02-16T15:47:30 | 2023-02-15T11:28:53 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-02-... | This PR adds parser and codegen for PowerPC and SystemZ to execution engine in XLA runtime.
I saw the following error w/o this PR when I ran Jax on s390x
```
$ python tests/core_test.py
Traceback (most recent call last):
File "/home/ishizaki/Jax/jax/tests/core_test.py", line 26, in <module>
import jax
... | {
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"Hi @mraunak It looks like your PR relates to the Keras component. Please submit it to the github.com/keras-team/keras repository instead. Thankyou.\r\n@fchollet, @qlzh727",
"Hi @gbaned, this file ( tensorflow/python/keras/engine/training.py) is getting called when the user is executing his code in the issue ment... | 2023-02-09T19:49:44 | 2023-02-27T22:56:15 | 2023-02-10T08:08:10 | CONTRIBUTOR | null | false | {
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} | The method 'load_weights()' which loads all layer weights, either from a TensorFlow or an HDF5 weight file, kept the file open due to which the next action of saving the checkpoints was failing on windows server 2019. The code change will now make sure that the weight files are closed before exiting the 'load_weights()... | {
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"Some repetitive code used by 4 converters (**ConvertStridedSlice, ConvertSlice, ConvertSplit, ConvertUnpack**) has been moved to the newly implemented **ConvertStridedSliceHelper** function.",
"Hi @drivanov Can you please resolve conflicts? Thank you!",
"Hi @pjannaty Can you please review this PR ? Thank you!"... | 2023-02-09T16:30:06 | 2023-10-30T06:57:14 | 2023-10-30T06:57:11 | CONTRIBUTOR | null | false | {
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"Interesting that we'd get 2.33 when Ubuntu 20.04 build images should be 2.31",
"ldd -v output from the arm64 build:\r\n\r\n```\r\n> ldd -v _pywrap_tensorflow_interpreter_wrapper.so\r\n./_pywrap_tensorflow_interpreter_wrapper.so: /lib/aarch64-linux-gnu/libc.so.6: version `GLIBC_2.33' not found (required by ./_pyw... | 2023-02-09T15:37:31 | 2023-03-13T17:31:34 | 2023-02-16T07:11:15 | NONE | null | null | null | ### System information
- **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 16.04)**: `python:3.10-slim-bullseye` container image on **ARM64**
- **Mobile device (e.g. iPhone 8, Pixel 2, Samsung Galax... | {
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"@DiXcipuli \r\nCould you please try to add the following dependency in your gradle file to model:\r\n> org.tensorflow:tensorflow-lite-select-tf-ops:2.8\r\n\r\nPlease refer to this [doc](https://www.tensorflow.org/lite/guide/ops_select#run_inference) and let us know if it helps.\r\n\r\nThank you!",
"This issue h... | 2023-02-09T08:41:26 | 2023-02-27T20:07:07 | 2023-02-27T20:07:05 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution : Ubuntu20.04
- TensorFlow installation : conda
- TensorFlow library : 2.8.1
I am converting a pytorch model to Int8 quantize tensorflowlite model, to run it on a NXP board, on which I use delegates to make it run on the NPU. My original model contains an... | {
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"Hi @cheshire Can you please review this PR ? Thank you!",
"@jlebar Could you take a look ? I think you were doing something similar with using jit_scope to control what exactly autoclustering is compiling.",
"Sorry, @cheshire. I don't remember touching those files or have any useful expertise to lend here.",
... | 2023-02-09T08:34:51 | 2023-09-24T01:48:27 | 2023-09-24T01:48:22 | NONE | null | false | {
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} | Add compile_gradients param for xla.experimental.jit_scope to support disable compile op's gradients ops.
In some scenarios, if op is dynamic shaped, the gradients op of it is dynamic shaped too.
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"> Thanks for the fix!\r\n\r\nThanks @sagunb for your review."
] | 2023-02-09T04:59:31 | 2023-02-13T19:31:29 | 2023-02-13T19:31:28 | CONTRIBUTOR | null | false | {
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The debug build is broken with the following error msg.
```
# Execution platform: @local_execution_config_platform//:platform
In file included from ./tensorflow/tsl/platform/logging.h:26,
from ./tensorflow/tsl/platform/errors.h:26,
from ./tensorflow/tsl/platform/statu... | {
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"I was able to replicate the issue on Google Colab with latest stable version of Tensorflow 2.11 and also tried with tf-nightly-2.13.0-dev20230209 it's returning nan. Kindly refer to the gist [here](https://colab.sandbox.google.com/gist/synandi/4b432401f0c6c46b7c87c2c6be95faef/59627.ipynb). It seems like we have to... | 2023-02-09T03:29:01 | 2023-02-15T07:32:01 | 2023-02-15T07:31:58 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.11.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.8
### Bazel ver... | {
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"This feature would for sure be greatly appreciated",
"@blaine-fs Thanks for reporting the issue.\r\n\r\nI was able to reproduce this issue in TF 2.11 and TF Nightly 2.13.0-dev20230208 as well. Please find the gist [here](https://colab.research.google.com/gist/pjpratik/e5adb100f2d167e3eacd07aacf743512/59626.ipyn... | 2023-02-09T03:09:31 | 2023-09-12T10:17:03 | 2023-09-12T10:17:00 | NONE | null | null | null | Hi, the [MLPerf Tiny](https://mlcommons.org/en/news/mlperf-tiny-v05/) working group would like to implement a streaming LSTM benchmark for audio speech enhancement, based on this [paper](https://arxiv.org/abs/2005.11138). Since audio playback typically uses 16 bits per sample, it seems like any ML model synthesizing au... | {
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"Hi, @mazeltovlee \r\n\r\nI was able to replicate the issue with latest stable `Tensorflow version 2.11` and also with `tf-nightly-2.13.0-dev20230208` and I'm also getting same error which you mentioned in above error log output and for your reference I have added [gist file-tf-2.11 ](https://colab.research.google.... | 2023-02-09T02:03:24 | 2023-02-15T07:31:10 | 2023-02-15T07:31:07 | 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
2.11.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
3.8
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"After a while it loaded. Should it take so long?\r\n\r\nW tensorflow/core/platform/cloud/google_auth_provider.cc:184] All attempts to get a Google authentication bearer token failed, returning an empty token. Retrieving token from files failed with \"NOT_FOUND: Could not locate the credentials file.\". Retrieving ... | 2023-02-09T01:50:08 | 2023-02-10T00:12:48 | 2023-02-10T00:12:44 | 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
2.11.0
### Custom Code
No
### OS Platform and Distribution
macOS
### Mobile device
_No response_
### Python version
3.8, 3.9, 3.10
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"Closing, tensorflow_datasets 3.1.0 is too old",
"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/59622\">Yes</a>\... | 2023-02-09T01:23:09 | 2023-02-10T05:35:22 | 2023-02-09T01:35:49 | 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
2.11.0
### Custom Code
No
### OS Platform and Distribution
macOS
### Mobile device
_No response_
### Python version
3.8, 3.9, 3.10
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"@AAnirudh07 The `layer_weights` contains list of variable tensors. The list can be iterated and each tensor can be then converted with `.numpy()` method:\r\n```\r\nfor weightTensors in layer_weights:\r\n weights.append(weightTensors.numpy()) \r\n```\r\n\r\nPlease refer the working gist [here](https://col... | 2023-02-09T00:38:20 | 2023-02-09T14:27:33 | 2023-02-09T14:27:29 | 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
No
### OS Platform and Distribution
Windows 11
### Python version
3.10.9
### Current Beha... | {
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"@reedwm what do you think ?",
"Thanks for the PR! Quick question, \r\n> there can be Node ops with type func with default values that have no associated name.\r\n\r\nWhen does this happen?",
"@k-w-w we tried to register an OP that can define or not an optional `func`.",
"I see, can you add this as a comment... | 2023-02-08T22:49:52 | 2023-02-23T19:38:04 | 2023-02-23T19:37:50 | CONTRIBUTOR | null | false | {
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} | During Function Serialization and Deserialization with Saved Models there can be Node ops with type `func` with default values that have no associated name. In such cases, we shouldn't look for undefined empty strings in Function Library. This is a trivial change and helps with how Saved Models are loaded. | {
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Updating the TB 2.12.0 dependency in r2.12 release branch from TF side. | {
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"Need to be removed from CI too. This PR is not sufficient.",
"Hi @tiruk007 Can you please check @mihaimaruseac's comments. Thank you!",
"This PR is stale because it has been open for 14 days with no activity. It will be closed if no further activity occurs. Thank you.",
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"CC @reedwm."
] | 2023-02-08T20:04:08 | 2023-02-23T19:37:56 | 2023-02-23T19:37:49 | CONTRIBUTOR | null | false | {
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"This can't be merged until we actually have published a 2.12 release of TensorBoard. We're working on it right now and it should be ready later today, but please do not merge this until we let you know it's ready."
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Updating the TB 2.12.0 dependency from TF side. | {
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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/59614/checks?check_run_... | 2023-02-08T19:14:48 | 2023-04-19T18:29:42 | 2023-04-07T18:41:49 | CONTRIBUTOR | null | false | {
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A quick benchmark measured that this can bring 6~7% performance improvement.
@kaixih @pjannaty @nluehr | {
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