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"TF API is different than PT API. They don't need to have exactly the same signature. Not a bug",
"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.... | 2023-04-13T14:05:28 | 2023-04-15T02:37:03 | 2023-04-15T02:37:01 | 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
tf2.5
### Custom Code
Yes
### OS Platform and Distribution
Windows 10 21H2 9044.2604
### Mobile device
_No response_
### Python version
3.7
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"Not a bug, I'd say. Rules for `NaN` say that any operation involving `NaN` should result in a `NaN`, afaik",
"But the input is INF, in this situation the output should be INF as well.\r\nAnd I can get INF output in PyTorch when the input is INF and the operator is Conv2d.",
"Does the same behavior occur in TF2... | 2023-04-13T13:51:32 | 2023-05-05T19:40:54 | 2023-05-05T19:40:52 | 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
tf2.5
### Custom Code
Yes
### OS Platform and Distribution
Windows 10 21H2 9044.2604
### Mobile device
_No response_
### Python version
3.7
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"@sachinprasadhs,\r\nI was able to reproduce the issue on tensorflow v2.12 and nightly. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/79d4e1836b23cb219236e63d8ab3443f/untitled1071.ipynb).",
"@Janushki , Thanks for reporting the issue. \r\nI was debugging this from my side as ... | 2023-04-13T13:26:28 | 2023-05-31T21:16:14 | 2023-05-31T21:16:11 | 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-dev20230413
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 22.04.1 LTS
### Mobile device
_No response_
### Python version
P... | {
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"It seems that the crash is happening in the TensorFlow Lite GPU delegate while trying to create an interpreter. One potential solution is to disable the GPU delegate and only use the CPU delegate. You can do this by removing the following line of code:\r\n\r\narduino\r\nCopy code\r\n.addDelegateFactory(new GpuDele... | 2023-04-13T12:55:19 | 2023-05-25T01:54:40 | 2023-05-25T01:54:37 | NONE | null | null | null | **System information**
- Android Device information: samsung a13 (5793 events, 31% of total events), samsung m11q, Redmi olivewood, samsung j6lte, samsung m13, samsung j7velte, samsung on7xelte
- TensorFlow Lite in Play Services SDK version: play-services-tflite-java:16.0.1, play-services-tflite-gpu:16.1.0
- Google ... | {
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"Hi @shkarupa-alex ,\r\n\r\nI am not sure whether this is better comparison of XLA performance or not. I have increased the `repeats` to 1000 and also found similar results. Please refer to attached [gist](https://colab.research.google.com/gist/SuryanarayanaY/ddd84ed3c829b1b5b15206fc4efb59c6/60312-conv-vs-depthwise... | 2023-04-13T10:01:27 | 2023-05-11T10:07:14 | null | 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
2.12.0, 2.13.0-dev20230412
### Custom Code
Yes
### OS Platform and Distribution
Google Colab
### Mobile device
_No response_
### Python version
... | {
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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!",
"Thanks for spotting this, this is definitely a bug. Since this is only used for benchmarking, it doesn't impact correctness but s... | 2023-04-13T08:46:21 | 2023-10-04T08:16:53 | 2023-10-04T08:16:53 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-10-... | Hi,I 'm learning how to generate random data in tflite benchmark.However,I met this confusing code , and it doesn't seem to include datatype of int32 or uint32 and so on , I guess maybe the code should be like this ?If not, could you complete the range setting for Int32 and Uint32? It 's really important to me, thanks... | {
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"> Ask discussed offline, all registrations in this PR had caused internal test failures and were reverted before, and the issues haven't been fixed yet. Please guard all device default registrations in this PR with macos ifdefs for now.\r\n\r\nThanks @penpornk , added them to be specific to macos.",
"For the rec... | 2023-04-13T07:32:40 | 2023-04-27T20:51:03 | 2023-04-27T19:35:50 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-04-... | Adding some more registrations for commonly used ops to DEFAULT_DEVICE using CPU implementation.
cc @penpornk | {
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"@CaffineAddic,\r\nI tried to execute the mentioned code with the tensorflow v2.12 and it was executed without any issues. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/acc1bef1d752d4e7a5ed36485d49a31f/voxelmorph_tutorial.ipynb) and also looks like the error which you stated wa... | 2023-04-13T05:24:00 | 2024-05-11T09:02:12 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
NAME="CentOS Linux" VERSION="7 (Core)"
### Mobile device
NAME="CentOS Linux" VERSION="... | {
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"the tflite model is convert from https://tfhub.dev/captain-pool/esrgan-tf2/1",
"@OwenHongJinmu \r\nCould you please elaborate more and provide detailed steps to replicate the issue reported here ?\r\n\r\nThank you !",
"This issue is stale because it has been open for 7 days with no activity. It will be closed ... | 2023-04-13T01:36:04 | 2023-05-11T01:54:17 | 2023-05-11T01:53:58 | NONE | null | null | null | I use the sample image for ESRGAN lr-1

and inference by TensorFlowLiteSwift, compared with python env in Colab , the input pixel data array was identical, but the output pixel data was different totally。parti... | {
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"@penpornk Thank you reviewing this PR! I have addressed your review comments. Please take a look."
] | 2023-04-12T23:55:34 | 2023-04-15T19:05:42 | 2023-04-15T19:05:41 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-04-... | - This PR adds support for oneDNN v3.x in:
a) Convolution (fwd + bwd) for fp32 and bf16
b) Transpose and conjugate transpose for all types
- Since oneDNN v3.x is not API backward compatible with oneDNN v2.x, this PR wraps all oneDNN kernels (except those listed above) with `#ifndef ENABLE_ONEDNN_V3` . The re... | {
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"@reedwm Sorry for informing late. We decided not to cast F32->BF16 directly by XLA since it breaks what we previously did. Instead, our proposal is to only fuse the following pattern:\r\ny_fp32 = matmul(a, b) + broadcast(cast(cast(bias, bf16), fp32)) ---> y_fp32 = cublas-custom-call(a, b, cast(bias, bf16))\r\n\r... | 2023-04-12T22:02:01 | 2023-04-20T03:50:41 | 2023-04-20T03:50:41 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-04-... | Cast Fp32 vector bias to Bf16 to be compatible with cuBLASLT Fp8 support surface. @reedwm @philipphack
Once FuseVectorBiasAdd fails, will not try FuseMatrixBiasAdd since matrix bias add logic is implemented in CreateF8CustomCall. And this is only specific to F8 matmul. Open to future changes. | {
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CC: @frgossen for review | {
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"Rolled forward again at https://github.com/tensorflow/tensorflow/commit/641501d1c773fe2b8527f63052ee3ae4f05c01a2"
] | 2023-04-12T18:13:59 | 2023-04-13T14:36:06 | 2023-04-13T14:36:06 | NONE | null | null | null | Merged PR #60180 is rolled back in ec0ba2461436eb45881a6e76ca29ed49dcd21a66.
Please follow up with the reviewer and close this issue once its resolved. | {
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"[proposed Label] comp:lite-tosa, seems I don't have the access to config the labels.\r\n\r\n",
"Hi @Jerry-Ge,\r\n\r\nYes, currently it is true that `tf.IfOp -> tfl.IfOp` only happens at export time. Would you mind sharing the tflite model in question as well as how it was generated?",
"Thanks @LukeBoyer, I pus... | 2023-04-12T17:25:46 | 2024-03-14T21:55:04 | 2024-03-14T21:55:04 | CONTRIBUTOR | null | null | null | **System information**
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Ubuntu 20.04.5 LTS
- TensorFlow installed from (source or binary): source
- TensorFlow version (or github SHA if from source): 45f08a0fcc90145b9c2b7057310762d6b0ebae85
**Standalone code to reproduce the issue**
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"[proposed Label] comp:lite-tosa, seems I don't have the access to config the labels. ",
"Hi @Jerry-Ge, few questions:\r\n* how can I access the model in question; `relu0To1/test_relu0To1_13x21x3_qu8/model.tflite`?\r\n* What do we mean exactly by \"generate relu_0_to_1\" op? Is this op present in the flatbuffer ... | 2023-04-12T16:55:44 | 2023-05-30T18:26:56 | 2023-05-30T15:18:38 | CONTRIBUTOR | null | null | null | **System information**
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Ubuntu 20.04.5 LTS
- TensorFlow installed from (source or binary): source
- TensorFlow version (or github SHA if from source): 45f08a0fcc90145b9c2b7057310762d6b0ebae85
**Standalone code to reproduce the issue**
```
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"Hi @alankelly Can you please review this PR ? Thank you!"
] | 2023-04-12T16:08:54 | 2023-06-12T18:06:26 | 2023-05-26T12:40:32 | CONTRIBUTOR | null | false | {
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"Working on a rollforward",
"Rolled forward at https://github.com/tensorflow/tensorflow/commit/da439b7d05584f93e745511d66f6d74a58b54b34"
] | 2023-04-12T10:15:57 | 2023-04-12T15:18:15 | 2023-04-12T15:18:15 | NONE | null | null | null | Merged PR #60180 is rolled back in 6767f70a301c62205e6fa1e590bfab3cfccd3978.
Please follow up with the reviewer and close this issue once its resolved. | {
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"Let's try with this fix, but if test fail let's do the real larger change that handles this better (https://github.com/tensorflow/tensorflow/pull/60296#discussion_r1163413390)"
] | 2023-04-11T22:51:43 | 2023-05-01T16:26:10 | 2023-04-12T18:33:52 | CONTRIBUTOR | null | false | {
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Fixes: https://github.com/tensorflow/tensorflow/issues/60220 | {
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### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
main branch
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
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"@TimofeyVO,\r\nI was facing a different issue while executing the mentioned code. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/0d6564af601c83c9fdab62cb4b30855a/untitled1068.ipynb) and provide required dependencies which helps to reproduce the issue. \r\n\r\nWhen you give the ... | 2023-04-11T21:39:52 | 2023-09-22T18:22:46 | 2023-04-13T10:06:17 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
Windows x64
### Mobile device
_No response_
### Python... | {
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which includes a few tablegen-generated files that are produced by the
`MLIRDeallocationPassesIncGen` target. However, this dependency on
`MLIRDeallocationPassesIncGen` is missing from the CMake rules, which
causes build errors like so:
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"@penpornk Hi Penporn, I noticed that there were failures related internal CI and AMD ROCm build. But I am not sure if this PR caused them. The old should NOT be executed in recent years after we moved from MKL ML to MKL DNN (around 2017 or 18). \r\nPlease help to check. Thanks!\r\n\r\nMy next step is to clean up r... | 2023-04-11T15:56:08 | 2023-08-04T00:27:46 | 2023-08-04T00:27:43 | CONTRIBUTOR | null | false | {
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} | MKL ML has been replaced by MKL DNN and now oneDNN. It is not supported anymore.
In TensorFlow, there are still some MKL calls even though related methods and tests are NOT called any more.
The PR replaces and removes calls to MKL ML (cblas) APIs which are not supported long time ago.
1. For FP32 Matmul, oneDN... | {
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"@edwardyehuang \r\nCould you please provide reproducible code or Colab gist to replicate the issue reported here ?\r\n\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 activity occurs. Thank you.",
"This issue was closed because it has ... | 2023-04-11T15:26:08 | 2023-05-04T01:52:34 | 2023-05-04T01:52:31 | CONTRIBUTOR | null | null | null | ### Issue Type
Bug
### Source
source
### Tensorflow Version
tf 2.10 TPU Pod
### Current Behaviour?
I found ```tf.random.truncated_normal``` will crash the TPUv4 Pod during training (graph computation).
```tf.random.truncated_normal``` is fine when not in a graph (e.g. variable initialization)... | {
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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/60290/checks?check_run_... | 2023-04-11T12:50:57 | 2023-04-14T05:55:16 | 2023-04-14T05:55:13 | NONE | null | false | {
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"@DLumi \r\nThis issue seems to be Keras issue. Please post this issue on [keras-team/keras repo.](https://github.com/keras-team/keras/issues) as Keras development is fully moving to [github.com/keras-team/keras](http://github.com/keras-team/keras). All issues and PRs related to keras will be addressed in that rep... | 2023-04-11T08:14:38 | 2023-09-22T18:10:36 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Feature Request
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.12.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_... | {
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"Hi @davidkflau, Thank you for raising the issue!\r\nWe were able to replicate the issue in Colab using Tensorflow 2.12 and TPU. Please find the gist [here](https://colab.sandbox.google.com/gist/synandi/f1de44f03fd28314691b7d9ee3512600/60288_tpu.ipynb). It seems like we have to dig deep into the issue. We'll updat... | 2023-04-11T07:02:47 | 2023-05-07T01:58:28 | 2023-05-07T01:58:22 | 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 2.12.0
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
#... | {
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"If you read the tensorflow documentation for tfp.stats.histogram(https://www.tensorflow.org/probability/api_docs/python/tfp/stats/histogram), upon reading the description of 'axis', it says : \"Optional 0-D or 1-D integer Tensor with constant values.\" which means that tensorflow expects the axis to be passed as a... | 2023-04-10T17:10:39 | 2023-04-12T10:02:17 | 2023-04-12T10:02:15 | 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
2.9.1
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.8.10
### Baze... | {
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"The test code is as follows:\r\nTEST_F(GpuKernelTilingTest, module_0615_entry_bitcast_2) { \r\n const char* testcase = R\"( \r\n ¦ HloModule m, is_scheduled=true \r\n ¦ ENTRY out_of_f... | 2023-04-10T12:16:03 | 2023-04-19T01:52:40 | 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
master
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
###... | {
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"hi i am new to opensource , can you tell explain a little bit so that i can look into it ",
"https://www.deepmind.com/blog/trfl is not valid.\r\nthis is an external link in https://www.tensorflow.org/resources/libraries-extensions page.\r\nhttps://www.deepmind.com/blog/trfl is link of \"TRFL \" text.",
"Can I ... | 2023-04-10T05:33:32 | 2023-07-07T02:08:46 | 2023-07-07T02:08:44 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Documentation Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.8
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No res... | {
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"Also, is there any corresponding C API for `GetHandleShapeAndType` and `SetHandleShapeAndType` in `python_api.h`?"
] | 2023-04-10T04:43:53 | 2023-04-18T18:47:13 | null | CONTRIBUTOR | 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
tf2.11
### Custom Code
No
### OS Platform and Distribution
Windows and Linux
### Current Behaviour?
Hello, I'm a d... | {
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"the following are the two log files:\r\n[err - 副本.txt](https://github.com/tensorflow/tensorflow/files/11187225/err.-.txt)\r\n[stdout-23850.txt](https://github.com/tensorflow/tensorflow/files/11187248/stdout-23850.txt)\r\n",
"@SuryanarayanaY,\r\nI was able to reproduce the issue on tensorflow v2.12. Kindly find t... | 2023-04-10T02:34:42 | 2023-08-18T15:42:54 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.12.0
### Custom Code
No
### OS Platform and Distribution
Windows 10 professional
### Mobile device
_No response_
### Python version
... | {
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"Hi @samveen \r\n\r\nAs per the TFLite [documentation](https://www.tensorflow.org/lite/guide/build_cmake_arm#build_for_raspberry_pi_zero_armv6), the support for XNNPACK is disabled for ARMv6 since there is no NEON support. \r\n\r\nHave you observed the same behaviour with `-mfpu=vfpv2` as suggested by [README for ... | 2023-04-09T23:07:03 | 2023-04-25T21:11:38 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.12.0
### Custom Code
No
### OS Platform and Distribution
Linux Raspberrypi OS 32-bit (Debian bullseye)
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"@SuryanarayanaY \r\nI was able to reproduce the issue on Mac M1 using tf 2.11. Please find the below screenshot for reference:\r\n<img width=\"565\" alt=\"Screenshot 2023-04-12 at 3 12 54 PM\" src=\"https://user-images.githubusercontent.com/111861663/231423500-0dd0eafd-f081-4000-9d01-34a7190b2539.png\">\r\nI was a... | 2023-04-09T21:53:47 | 2023-06-22T02:02:01 | 2023-06-22T02:01:59 | NONE | null | null | null | ### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.8.0, 2.11
### Custom Code
No
### OS Platform and Distribution
MaxOS 12.3.1
### Python version
3.9, 3.10
### GPU model and memory
M1 Max 26 cores GPU 32 GB ram
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"@Yang-Yuan Thanks for reporting an issue!\r\nCould you please elaborate the issue here by stating the example if you are using any. Thank you!",
"This issue is stale because it has been open for 7 days with no activity. It will be closed if no further activity occurs. Thank you.",
"This issue was closed becaus... | 2023-04-09T19:25:50 | 2023-04-27T01:54:26 | 2023-04-27T01:54:23 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
2.12
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 1804
### Mobile device
_No response_
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- ubuntu 18.04.6 lts
- tflite-runtime installed from Source, Using 'sudo apt-get install python3-tflite-runtime' [version: 2.5.0]
- Python Verison: 3.6
- edgetpu-compiler 16 amd64
**Provide the text output from tflite_convert**
syncx@syncx:~/cubesatnet_improvised/tflite/python/examples/cl... | {
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"@SuryanarayanaY \r\nI was able to reproduce the issue on Colab using tf 2.12 and tf-nightly. Please find the gist of [2.12](https://colab.research.google.com/gist/tiruk007/d6c87adf711369429ae38ead62a7d322/untitled182.ipynb) and [tf-nightly](https://colab.research.google.com/gist/tiruk007/9f02ac71d52e640f864f0736c5... | 2023-04-09T06:07:44 | 2023-05-30T01:58:53 | 2023-05-30T01:58:51 | 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
2.13.0-dev20230406
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
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"@sachinprasadhs \r\nI was able to reproduce the issue on Colab using TF v2.11 and tf-nightly. Please find the gist of [2.12](https://colab.research.google.com/gist/tiruk007/f1f72fe0b887bddd0598f90dabab5da2/untitled185.ipynb) and [tf-nightly]( https://colab.research.google.com/gist/tiruk007/bd93c0da07e5ae4f8221d566... | 2023-04-09T06:05:40 | 2024-04-20T01:47:28 | 2024-04-20T01:47:26 | 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
2.13.0-dev20230406
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
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"@shijy16 This ticket is related to vulnerabilities. Please consult https://github.com/tensorflow/tensorflow/blob/master/SECURITY.md . Please refer to [this](https://github.com/tensorflow/tensorflow/issues/60197#issuecomment-1496337927) comment as well. Thank you!\r\n\r\n",
"@sushreebarsa \r\n\r\nHi, thank you. I... | 2023-04-09T06:01:12 | 2024-03-23T01:47:00 | 2024-03-23T01:46:57 | 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
2.13.0-dev20230406
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
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"@sachinprasadhs,\r\nI was able to reproduce the issue on tensorflow v2.12 and nightly. Kindly find the gist and the screen shot for the reference.\r\n\r\n```\r\n(tf) tilakrayal@tilak-cpu-instance:~$ python3 mkjfgkkll.py\r\n2023-04-10 09:16:56.384974: I tensorflow/tsl/cuda/cudart_stub.cc:28] Could not find cuda dri... | 2023-04-09T05:57:00 | 2024-04-20T01:47:32 | 2024-04-20T01:47:27 | 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
2.13.0-dev20230406
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
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" The gradient computation on GPU is faster for large matrices but not for large batch dimensions when the submatrices are small. In this case it might be faster to use the cpu \r\n\r\n> `",
"@SuryanarayanaY \r\nI was able to reproduce the issue on Colab using tf 2.12 and tf-nightly. Please find the gist of [2.1... | 2023-04-09T05:54:19 | 2023-05-30T01:58:56 | 2023-05-30T01:58:53 | 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
2.13.0-dev20230406
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
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"Hi @shijy16, thank you for reporting the issue!\r\nI was able to replicate the issue using tf-nightly(2.13.0-dev20230406). Please find the screenshot below.\r\n\r\n Thank you!",
"@shijy16,\r\nTsplits ha... | 2023-04-09T05:50:27 | 2024-02-10T01:46:05 | 2024-02-10T01:46:02 | 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
2.13.0-dev20230406
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No respo... | {
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"More details:\r\n\r\nI found no evidence yet this is a heat throttling issue, 'cos after the huge drop in GPU utilization, other processes will overtake using the GPU.\r\nI wonder what's going on? Is there any profiling tips I can do to help investigate. I am aware I can \"fix\" this by doing batch inferences. (or... | 2023-04-08T22:13:45 | 2023-05-09T01:54:56 | 2023-05-09T01:54:52 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Performance
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tensorflow-macos 2.9, tensorflow-metal 0.5.0
### Custom Code
Yes
### OS Platform and Distribution
MacOS 13.3
### ... | {
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"@arivero \r\n\r\nRunning a large language model on a cluster of GPUs can be achieved with TensorFlow's distribution strategies. Since TensorFlow 2.x provides a much easier interface to work with, I'll outline a high-level approach for you to follow using TensorFlow 2.x, Keras, and Horovod.\r\n\r\nInstall the neces... | 2023-04-08T20:59:21 | 2023-05-15T04:28:48 | null | NONE | null | null | null | When I read the original TF paper, I was told that
> Dataflow simplifies distributed execution, because it makes communication between subcomputations explicit.
> It enables the same TensorFlow program to be deployed to a cluster of GPUs for training, a cluster of TPUs for serving, and a cellphone for mobile infere... | {
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"@WenTheProgrammer \r\nSorry for the late reply, Beginning with Tensorflow 2.11, support for GPU on native windows has changed. You will need to install TensorFlow in WSL2 or install tensorflow-cpu within windows machines or try the TensorFlow-DirectML-Plugin.\r\nhttps://www.tensorflow.org/install/pip#windows-nativ... | 2023-04-08T18:29:39 | 2023-04-12T01:24:52 | 2023-04-12T01:24:49 | NONE | null | null | null | I have followed this YouTube tutorial since I want to use GPU for tensorflow model training: https://www.youtube.com/watch?v=yLVFwAaFACk&ab_channel=DigitalSreeni. However, I was still not able to detect GPU of my computer in Spyder:
```
from tensorflow.python.client import device_lib
print(device_lib.list_local_de... | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60268 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60268/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60268/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60268/events | https://github.com/tensorflow/tensorflow/issues/60268 | 1,659,560,907 | I_kwDOArmXAs5i6uPL | 60,268 | Hey why you all are stopping the tensorflow GPU support for windows. It sucks you know. I am here sitting infront of my computer since 12 hours and trying to analyze whats going wrong and why my GPU is not showing on the tensorflow. And after some reserch I found that you are stopping the suppport . WHY????????????????... | {
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"Hi, In [this TensorFlow blog](https://blog.tensorflow.org/2022/09/whats-new-in-tensorflow-210.html) please see section \"Expanded GPU support on Windows\". Also please see [TensorFlow install page](https://www.tensorflow.org/install/pip) and [this page](https://learn.microsoft.com/en-us/windows/ai/directml/gpu-ten... | 2023-04-08T15:45:16 | 2023-05-04T01:52:37 | 2023-05-04T01:52:34 | NONE | null | null | null | Please go to Stack Overflow for help and support:
https://stackoverflow.com/questions/tagged/tensorflow
If you open a GitHub issue, here is our policy:
1. It must be a bug, a feature request, or a significant problem with the
documentation (for small docs fixes please send a PR instead).
2. The form be... | {
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"In addition to this, isn't it a bug that setting the `class_weight` parameter in `model.fit` does not apply those class weights to the `validation_data`?\r\n\r\nFor example, this code:\r\n\r\n\r\n```py\r\nmodel.fit(\r\n X_trn, \r\n y_trn,\r\n # NOTE: Validation loss is *incorrect* because it doesn't take ... | 2023-04-08T11:18:36 | 2023-04-14T14:17:22 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Performance
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
unknown 2.9.2
### Custom Code
Yes
### OS Platform and Distribution
MacOS 12.4
### Mobile device
NA
### Pyth... | {
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"@dwzdtx,\r\n**TF.gradients** : \r\n`tf.gradients` is only valid in a graph context. In particular, it is valid in the context of a `tf.function` wrapper, where code is executing as a graph.\r\n\r\n```\r\n@tf.function\r\ndef example():\r\n a = tf.constant(0.)\r\n b = 2 * a\r\n return tf.gradients(a + b, [a, b], ... | 2023-04-08T07:24:56 | 2023-04-25T01:54:37 | 2023-04-25T01:54:35 | NONE | null | null | null | Please go to Stack Overflow for help and support:
https://stackoverflow.com/questions/tagged/tensorflow
If you open a GitHub issue, here is our policy:
1. It must be a bug, a feature request, or a significant problem with the
documentation (for small docs fixes please send a PR instead).
2. The form be... | {
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"Oh, and I have already tried some workarounds, like creating a CUDNN_INSTALL_PATH environment variable and enablind the Developer mode, like suggested in this post : https://discuss.tensorflow.org/t/error-building-tensorflow-2-8-in-windows-10/7984",
"The error message you are seeing suggests that there is an iss... | 2023-04-07T13:16:27 | 2024-05-15T14:12:10 | 2023-04-27T13:25:14 | 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
tf 2.10
### Custom Code
No
### OS Platform and Distribution
Windows Server 2016
### Mobile device
_No response_
### Python version
3.8... | {
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"The error message you are seeing suggests that Bazel is unable to locate the Python executable specified in the PATH environment variable.\r\n\r\nHere are a few things you can try to fix the issue:\r\n\r\n1. Verify that the Python executable is in your PATH: Make sure that the directory containing the Python execu... | 2023-04-07T10:51:38 | 2023-04-27T01:54:29 | 2023-04-27T01:54:27 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
r2.12
### Custom Code
No
### OS Platform and Distribution
Widnows 10
### Mobile device
Asus pc
### Python version
3.11
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"Seems we have encountered similar problems. @stefanbucur Can you find `events.out.tfevents.*` in the directory where `plugins` is located?",
"The Tf profile is working well for me.\r\nBut I am not able to see any loss values in TensorBoard.\r\n",
"> \r\n\r\nYes, here is the full directory contents:\r\n\r\n```... | 2023-04-07T03:33:16 | 2023-04-17T13:24:33 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.13.0-dev20230406
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 22.04
### Mobile device
n/a
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"According to the log output, there appears to be a warning relating to the Eigen library in the TensorFlow source. The warning notice specifically states that a function called check_is_representable() is deprecated.\r\n\r\nThis warning is most likely generated by the Eigen library being used with a later version ... | 2023-04-07T01:06:15 | 2023-08-09T20:59:17 | 2023-08-09T20:59:14 | 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
2.12.0
### Custom Code
No
### OS Platform and Distribution
Linux Raspberrypi OS 32-bit (bullseye) - (Linux 6.1.19... | {
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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/60259/checks?check_run_... | 2023-04-06T15:35:56 | 2023-07-12T16:08:36 | 2023-05-31T14:47:44 | CONTRIBUTOR | null | false | {
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} | Current version of boringssl pulled for TF 2.12.x does not compile with TF using XCode 14.3 due to an unused variable and an aggressive compiler flag (-Werror,-Wunused-but-set-variable) This patch adds links to an updated version of boringssl (used for TF Master), that fixes the issue. This fixes TF issue #60191 | {
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"Hi @yishuangP Can you please review this PR ? Thank you!",
"Hi @yishuangP Can you please review this PR ? Thank you!",
"Hi @yishuangP Can you please review this PR ? Thank you!",
"Hi @JunyoungLim Can you please review this PR ? Thank you!",
"Hi @JunyoungLim Can you please review this PR ? Thank you!"
] | 2023-04-06T14:23:51 | 2023-08-02T03:42:18 | 2023-08-02T00:10:05 | CONTRIBUTOR | null | false | {
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Thanks. | {
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"Hi @gbaned \r\nIs there something I should check to make the merge progress?",
"> Hi @gbaned Is there something I should check to make the merge progress?\r\n\r\nHi @aflaischer Can you please take a look on below error. Thank you!\r\n\r\nclang: error: unable to execute command: Segmentation fault: 11\r\nclang: e... | 2023-04-06T13:53:13 | 2023-09-30T01:47:10 | 2023-09-30T01:47:03 | NONE | null | false | {
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} | number of tensors and nodes is already available in Subgraph class, map these sizes in SignatureRunner.
It avoids to use GetSubgraphIndexFromSignature() and subgraph() from Interpreter class to retrieve these sizes for a given signature. | {
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"If you are encountering the error \"matching distribution not found\" while trying to install TensorFlow on a Mac M1 with Python 3.11, it might be because TensorFlow does not have an official release that supports Python 3.11 yet. \r\n\r\nOne option is to use a nightly build of TensorFlow, which may have support f... | 2023-04-06T12:34:47 | 2023-10-07T01:47:44 | 2023-10-07T01:47:40 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.12
### Custom Code
No
### OS Platform and Distribution
Mac OSX M2
### Mobile device
_No response_
### Python version
3.11
### Bazel version
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"cc @mihaimaruseac \r\n\r\nCode where `next_iter` is initialized and used:\r\nhttps://github.com/tensorflow/tensorflow/blob/6f692f73cb2043b4a0b0446539cd8c15b3dd9220/tensorflow/core/common_runtime/propagator_state.cc#L755-L772\r\n\r\n`ActivateLoopInvs`:\r\nhttps://github.com/tensorflow/tensorflow/blob/6f692f73cb2043... | 2023-04-06T11:55:35 | 2023-04-11T21:17:11 | null | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf2.12
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Pytho... | {
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"I am not getting any error on Python 3.9.16 for your code. try to use this or reproduce error with TF nightly. it may indicate that there are compatibility issues between TensorFlow and that specific version of Python.\r\n\r\nHere are a few things you could try to resolve the issue:\r\n\r\nCheck if the version of ... | 2023-04-06T09:17:25 | 2023-04-07T15:17:25 | 2023-04-07T15:17:22 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
v2.12.0-rc1-12-g0db597d0d75 2.12.0
### Custom Code
No
### OS Platform and Distribution
WSL2 Ubuntu / Windows 10 19044 64bit
### Mobile device
_No ... | {
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"Hi @gootaoo and @sushreebarsa, this issue similar to https://github.com/grpc/grpc/issues/29167\r\nI think, the actual issue is x86_windows(32 bits) is not supported yet for Windows. You can successfully create a build with\r\n bazel --output_user_root=./../tensorflow_build build -s --config=opt --define tflite_wit... | 2023-04-06T09:09:12 | 2023-05-10T14:33:46 | 2023-05-10T14:33:46 | 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
r2.9,r2.10,2.11
### Custom Code
No
### OS Platform and Distribution
Windows 11
### Mobile device
_No response_
### Python version
_No response_... | {
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"Hi @yishuangP Can you please review this PR ? Thank you!",
"Hi @lu-wang-g Can you please review this PR ? Thank you!"
] | 2023-04-06T08:56:44 | 2023-06-15T10:49:33 | 2023-06-10T22:54:22 | CONTRIBUTOR | null | false | {
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"Hi @cantonios Can you please review this PR ? Thank you!",
"Hi @SuryanarayanaY Can you please check @cantonios's [comments](https://github.com/tensorflow/tensorflow/pull/60251#pullrequestreview-1419096529) ? Thank you!",
"Hi @SuryanarayanaY Any update on this PR? Please. Thank you!",
"I need some information... | 2023-04-06T06:59:28 | 2024-02-08T19:59:57 | 2023-08-19T01:45:36 | COLLABORATOR | null | false | {
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} | Currently the API `tf.image.ssim` is using `padding='VALID'` internally. But with this padding the shape of the output is not matching with what documentation states. With `return_index_map=True` the output shape should be `broadcast(img1.shape[:-1], img2.shape[:-1])`.
But with` padding='VALID'`, for input of shape... | {
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"Please don't use \"add file\"/\"update file\"/\"fix file\"/etc. commit messages. These are hard to reason about when looking at the history of the file/repository. Instead, please write explanatory git commit messages.\r\n\r\nThe commit message is also the title of the PR if the PR has only one commit. It is thus ... | 2023-04-06T03:12:51 | 2023-08-10T01:54:37 | 2023-08-10T01:54:32 | NONE | null | false | {
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} | Fixed bug with DEBUG_MODE bug when performing from_tensor_slices on a ragged tensor related to issue #60239
Thank you, if there are any suggestions feel free to comment. | {
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} | This change fixes issue #60239.
Thank you, if you have any changes feel free to comment
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"The behavior you are seeing where the data pointer of the output tensor is null before calling Invoke() is expected.\r\n\r\nWhen you call interpreter_->AllocateTensors() it allocates the memory for input and output tensors, but it doesn't fill it with any data. So, the data pointer of the output tensor will be nul... | 2023-04-05T16:11:08 | 2023-04-10T14:32:30 | 2023-04-10T14:32:27 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf2.10
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04.4 LTS
### Mobile device
_No response_
### Python version
Python 3.8.10... | {
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"Hi, @tiruk007, do you have any comment on this? Or do you need more information?",
"When you increase the number of workers in distributed training on CPUs in TensorFlow, the training speed per step may decrease due to something called communication overhead.\r\n\r\nBasically in distributed training, the worker... | 2023-04-05T14:53:02 | 2023-06-01T02:15:45 | 2023-06-01T02:15:43 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Performance
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.9.1
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 16.04
### Mobile device
None
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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/60244\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2023-04-05T14:52:01 | 2023-04-05T15:18:16 | 2023-04-05T15:18:13 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Performance
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
2.9.1
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 16.04
### Mobile device
None
### Python version
3.7
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"Same condition happened with python 3.9.12.\r\nI am using virtualenv to install tensorflow-gpu.\r\n`pip install virtualenv`\r\n`virtualenv venv`\r\n`./venv/Scripts/activate.bat`\r\n`pip install tensorflow-gpu`\r\n",
"TensorFlow GPU is currently not available for Python 3.10.11\r\nDowngrade your Python version to... | 2023-04-05T13:39:31 | 2023-12-10T15:11:39 | 2023-04-27T05:10:55 | 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
2.12.0
### Custom Code
No
### OS Platform and Distribution
Windows 11
### Mobile device
_No response_
### Python version
3.10.11
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"Leaving to XLA team to review",
"@ezhulenev, can you take a look?",
"@frgossen, can you review this fix, please?"
] | 2023-04-05T13:37:55 | 2023-04-27T17:54:24 | 2023-04-27T17:54:23 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-04-... | The bug was found by Svace static analyzer:
1. op.getBackendConfig() can be null
2. dict will be nullptr
3. dict.begin() dereferences a null pointer
Closes #60223
cc @mihaimaruseac | {
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"tensorflow doesn't support native gpu on windows since 2.11",
"@Sun-kangning,\r\nTensorFlow 2.10 was the last TensorFlow release that supported GPU on native-Windows. Starting with TensorFlow 2.11, you will need to install [TensorFlow in WSL2](https://tensorflow.org/install/pip#windows-wsl2), or install tensorf... | 2023-04-05T11:35:30 | 2023-05-15T02:26:26 | 2023-05-06T01:50:04 | 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
tf2.12.0
### Custom Code
No
### OS Platform and Distribution
Win11
### Mobile device
_No response_
### Python version
3.10.10
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"merged_at": "2023-04-... | We found this recent failed unit test is because gradient_checker_v2 is not included in the BUILD file and this can fix it.
```
FAIL: //tensorflow/python/kernel_tests/math_ops:cwise_ops_test_gpu (see /root/.cache/bazel/_bazel_root/8f7dd4c2e00ecc9d40debccd14018321/execroot/org_tensorflow/bazel-out/k8-opt/testlogs/tens... | {
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### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
TF 2.12.0, TF nightly 2.13.0-dev20230404
### Custom Code
Yes
### OS Platform and Distribution
_No response_
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"Please cherry pick this into the r2.12 branch to keep it able to build aarch64 with the CI scripts. The ambe config was removed from the docker container used to build this branch and so this cherry pick is needed to keep the branch able to build for aarch64. Without this cherry pick, the scripts will abort and no... | 2023-04-05T09:28:32 | 2023-05-31T11:07:12 | 2023-04-06T09:58:46 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-04-... | The use of the ambe config to build and test aarch64 is not needed and so stop using it. The ambe config will be removed in the future so this must be done in preparation. Also make cpu_arm64_pip.sh and cpu_arm64_nonpip.sh more similar for easier future maintenance. | {
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"Hi @yatebyaeby, As per the official documentation, TensorFlow 2.10 was the last TensorFlow release that supported GPU on native-Windows. Starting with TensorFlow 2.11, you will need to install [TensorFlow in WSL2](https://tensorflow.org/install/pip#windows-wsl2). Hence, please try installing Tensorflow in WSL2. \r... | 2023-04-05T09:19:30 | 2023-04-05T13:23:20 | 2023-04-05T13:23:17 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
v2.12.0-rc1-12-g0db597d0d75 2.12.0
### Custom Code
No
### OS Platform and Distribution
Windows 10
### Mobile device
-
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"@Liqi1003 \r\n\r\nThe issue you're experiencing is likely due to a combination of factors: eager execution, MirroredStrategy, and multiple GPUs. As the warning message indicates, using MirroredStrategy eagerly has significant overhead and is not currently recommended.\r\n\r\nTo resolve this issue, you can try the ... | 2023-04-05T03:33:55 | 2023-04-26T18:56:44 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
binary
### Tensorflow Version
tf 2.11.0
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04.5 LTS
### Mobile device
_No response_
### Python version
3.8.... | {
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"Given the implementation is currently using a metadata url and not an ip i wonder if the more correct varaible would be `GCE_METADATA_HOST`. I am not sure what the difference would really end up being. ",
"It seems it's inconsistent across different clients. Looking at google-auth-library-python, the GCE_METADA... | 2023-04-05T03:24:11 | 2023-04-05T20:42:21 | 2023-04-05T20:42:19 | 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
latest
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Pyth... | {
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"I've checked a few NNAPI delegate related posts. It looks like @miaowang14 has knowledge on this topic? If so I'd really appreciate some pointer! Thanks!",
"Here is the dummy TFLite model to reproduce the NNAPI delegate issue: [lstm_w_emb_and_dense_3.8b.tflite.zip](https://github.com/tensorflow/tensorflow/files/... | 2023-04-05T00:46:36 | 2023-10-05T22:19:28 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.12.0
### Custom Code
No
### OS Platform and Distribution
Android 12, aarch64
### Mobile device
Pixel 4 xl
### Python version
_No response_
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"Hi @AyanmoI Can you please resolve conflicts? Thank you!",
"Hi @AyanmoI Can you please resolve conflicts? Thank you!",
"@cheshire Can u take a look. The comments are addressed. ",
"@AyanmoI Could you mark the previous comments as \"resolved\" explicitly if they were? Some of the previous issues still seem to... | 2023-04-04T20:40:33 | 2023-12-18T10:53:52 | 2023-06-13T20:18:42 | CONTRIBUTOR | null | false | {
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} | cuDNN graph API will support the runtime generation of a fused kernel for various flavors of Fused Dot Attention modules. Currently XLA fuser does not have the capability to perform such fusions and integration of cuDNN graph API support makes it a great opportunity to optimize the graph further and enhance performance... | {
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"Hi @Naveen-Dodda , Thanks for creating the issue.\r\nThis issue was discussed with the TFLite team, we are looking into the issue.\r\nIt makes more sense to throw an error during conversion itself than throwing error during Interpreter to avoid more confusion.\r\n@haozha111 , to give more context this works fine w... | 2023-04-04T16:41:06 | 2023-04-06T17:42:53 | null | NONE | null | null | null |
TFlite converter allows bias type int32; but interpreter fails to allocate tensors.
1) [Colab to reproduce issue]https://gist.github.com/Naveen-Dodda/2427001bc4b8fb1e05f0a4d84d201e4e): Demonstrate how the model is built and converted to tflite.
### 3. Failure after conversion
The conversion works fine but In... | {
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"Please don't use \"add file\"/\"update file\"/\"fix file\"/etc. commit messages. These are hard to reason about when looking at the history of the file/repository. Instead, please write explanatory git commit messages.\r\n\r\nThe commit message is also the title of the PR if the PR has only one commit. It is thus ... | 2023-04-04T16:09:52 | 2023-04-11T09:30:56 | 2023-04-10T16:48:33 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-04-... | The bug was found by Svace static analyzer:
1. broadcast_op may be null because it is checked for null on https://github.com/tensorflow/tensorflow/blob/r2.12/tensorflow/compiler/mlir/lite/stablehlo/transforms/fuse_convolution_pass.cc#L66
2. later it is zero-dereferenced by broadcast_op.getBroadcastDimensions()
c... | {
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1. params may be null because it is checked for null on https://github.com/tensorflow/tensorflow/blob/r2.12/tensorflow/lite/kernels/add.cc#L143
2. later it is zero-dereferenced by params->activation
cc @mihaimaruseac
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"@KiWeng Could you have a look at this [PR](https://github.com/tensorflow/docs/pull/2217) which might resolve this issue?\r\nThank you!\r\n",
"@KiWeng - just to mention that the proposed solution here does not solve this issue properly as using double quotes would also resolve the left hand side of the phrase, w... | 2023-04-04T15:26:22 | 2023-04-06T08:24:36 | 2023-04-06T08:24:33 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Documentation Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
tf v2.12
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No ... | {
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"Changed tensorflow version to 2.11.1, the same bug does not occur",
"@lychanl,\r\nI tried to execute the mentioned code in the latest stable tensorflow v2.12 and it was executed without any issue/error. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/7fb0054b3dd5a9422a808b866f... | 2023-04-04T15:21:12 | 2023-11-01T01:48:56 | 2023-11-01T01:48:54 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.12.0
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 22.04
### Mobile device
_No response_
### P... | {
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"Please don't use \"add file\"/\"update file\"/\"fix file\"/etc. commit messages. These are hard to reason about when looking at the history of the file/repository. Instead, please write explanatory git commit messages.\r\n\r\nThe commit message is also the title of the PR if the PR has only one commit. It is thus ... | 2023-04-04T14:49:40 | 2023-10-21T11:12:48 | 2023-10-20T00:42:30 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-10-... | The bug was found by Svace static analyzer:
1. run_metadata may be null because it is checked for null on https://github.com/tensorflow/tensorflow/blob/r2.12/tensorflow/core/common_runtime/direct_session.cc#L545
2. later it is zero-dereferenced by run_metadata->mutable_step_stats()
cc @mihaimaruseac
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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/60226/checks?check_run_... | 2023-04-04T14:30:46 | 2023-04-04T17:13:49 | 2023-04-04T14:48:51 | CONTRIBUTOR | null | false | {
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} | The bug was found by Svace static analyzer:
1. run_metadata may be null
2. later it is zero-dereferenced by run_metadata->mutable_step_stats()
cc @mihaimaruseac
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cc @mihaimaruseac | {
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"Wasn't it fixed by https://github.com/tensorflow/tensorflow/pull/58912?",
"@apach301, yeah, my bad, this PR is a duplicate."
] | 2023-04-04T13:20:54 | 2023-04-04T14:01:58 | 2023-04-04T14:01:57 | CONTRIBUTOR | null | false | {
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} | The bug was found by Svace static analyzer:
1. edge.src() is null
2. edge.DebugString() dereferences src_ (that is null) via src_->name()
cc @mihaimaruseac | {
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"@mihaimaruseac \r\n\r\nhttps://github.com/tensorflow/tensorflow/blob/c1169a1ba98e1c5d0874cd44ffeb605bfd1cefba/tensorflow/compiler/xla/mlir/backends/cpu/transforms/lmhlo_to_cpu_runtime.cc#L145-L149",
"@SweetVishnya Thanks for the PR.\r\n\r\n@PaDarochek The issue will be closed once the PR is merged.\r\n\r\nThank... | 2023-04-04T13:17:18 | 2023-04-27T17:54:24 | 2023-04-27T17:54:22 | 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
tf 2.12
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Pyth... | {
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"Here are the internal errors, @SweetVishnya can you please verify ? Thank you!\r\n\r\nTraceback (most recent call last):\r\n File \"/py/absl/testing/parameterized.py\", line 320, in bound_param_test\r\n return test_method(self, *testcase_params)\r\n File \"/tensorflow/python/tpu/google/sparse_core/tpu_embeddi... | 2023-04-04T13:02:20 | 2023-05-05T15:34:01 | 2023-05-05T15:34:00 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-05-... | The bug was found by Svace static analyzer:
1. v is null
2. v.emitError() dereferences a null pointer
cc @mihaimaruseac | {
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"merged_at": "2023-04-... | The bug was found by Svace static analyzer:
1. channel may be null
2. it is passed to grpc::ProfileAnalysis::NewStub(channel)
3. then passed to grpc::ProfileAnalysis::Stub::Stub(channel)
4. then constructor grpc::internal::RpcMethod::RpcMethod() dereferences channel via channel->RegisterMethod(name)
cc @mihaim... | {
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"@mihaimaruseac \r\n\r\nhttps://github.com/tensorflow/tensorflow/blob/c1169a1ba98e1c5d0874cd44ffeb605bfd1cefba/tensorflow/core/kernels/conv_ops_fused_int8.cc#L200-L271",
"Thanks for reporting the issue, this looks like edge case scenario, I have created a PR to address the issue. Thanks!",
"Are you satisfied ... | 2023-04-04T12:37:10 | 2023-04-12T18:34:02 | 2023-04-12T18:33:53 | 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
tf 2.12
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Pyth... | {
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"Anything more for me to do here?",
"> Anything more for me to do here?\r\n\r\nHi @DavidKorczynski No action pending at this moment. We will let you know if anything needed from you. Thank you!",
"Hi @DavidKorczynski Can you please resolve conflicts? Thank you!",
"I think was added by way of https://github.co... | 2023-04-04T12:30:59 | 2023-05-05T10:36:29 | 2023-05-05T10:36:26 | CONTRIBUTOR | null | false | {
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"Hi @surajraoo \r\n\r\nWe see that the issue [template]( https://github.com/tensorflow/tensorflow/issues/new?assignees=&labels=TFLiteConverter&template=tflite-converter-issue.md) has not been filled, could you please do so as it helps us analyze the issue.\r\n\r\nPlease refer to [this](https://www.tensorflow.org/li... | 2023-04-04T12:27:28 | 2023-04-25T17:21:13 | 2023-04-21T01:53:33 | 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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" bazel build --config=opt //tensorflow/tools/pip_package:build_pip_package",
"@yama-can,\r\nIn order to expedite the trouble-shooting process, could you please provide the following information OS Platform, TensorFlow version, Installed using virtualenv? pip? conda?, Bazel version, GCC/Compiler version, CUDA/cuD... | 2023-04-04T08:38:33 | 2023-05-03T01:53:05 | 2023-05-03T01:53:02 | NONE | null | null | null | ERROR: Config value 'opt' is not defined in any .rc file
comes out. | {
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https://api.github.com/repos/tensorflow/tensorflow/issues/60216 | https://api.github.com/repos/tensorflow/tensorflow | https://api.github.com/repos/tensorflow/tensorflow/issues/60216/labels{/name} | https://api.github.com/repos/tensorflow/tensorflow/issues/60216/comments | https://api.github.com/repos/tensorflow/tensorflow/issues/60216/events | https://github.com/tensorflow/tensorflow/issues/60216 | 1,653,356,984 | I_kwDOArmXAs5ijDm4 | 60,216 | TensorFlow 2.12.0 depends on an older Numpy version than TensorFlow 2.11 does | {
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"Numpy was pinned to <1.24 since it affected few tests on Ragged Tensors. Agree that we should fix those tests and remove the upperbound in future releases.",
"@Dobiasd ,\r\n\r\nThanks for bringing this. The dependencies are already mentioned in `setup.py` file under `REQUIRED_PACKAGES` [here](https://github.com... | 2023-04-04T07:38:52 | 2023-09-07T11:10:26 | 2023-08-06T01:48:42 | NONE | null | null | null | ```bash
pip install tensorflow==2.11.1 numpy==1.24.2
```
works fine (as does `pip install tensorflow==2.11.0 numpy==1.24.2`).
But
```bash
pip install tensorflow==2.12.0 numpy==1.24.2
```
does not:
```
ERROR: Cannot install numpy==1.24.2 and tensorflow==2.12.0 because these package versions have conf... | {
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"`tf.keras.utils.multi_gpu_model` can be used to replicate a Keras model across multiple GPUs, using data parallelism.\r\n`tf.split` and `tf.concat`are low-level TensorFlow operations that can be used to split tensors across multiple devices and combine their results.\r\n\r\nAs for training and inference of large l... | 2023-04-03T23:09:21 | 2023-04-28T01:54:59 | 2023-04-28T01:54:57 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.12
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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