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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/59812/checks?check_run_... | 2023-02-26T12:02:45 | 2023-02-26T15:31:12 | 2023-02-26T15:31:12 | NONE | spam | false | {
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"guy is a misunderstood genius"
] | 2023-02-25T20:07:39 | 2023-03-12T21:13:03 | 2023-03-12T21:13:03 | NONE | spam | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Others
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
Any
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### ... | {
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"Hi, @scottsmallwood \r\n\r\nApologize for the delay and it seems like this issue is more related with Microsoft C Compiler. Make sure MSVC 2019 PATH is properly set where the python is installed, so that `cl.exe` can be found and I found [similar issue](https://github.com/tensorflow/tensorflow/issues/54578), you c... | 2023-02-25T18:21:06 | 2023-03-20T02:00:40 | 2023-03-20T02:00:37 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf2.11
### Custom Code
No
### OS Platform and Distribution
windows visual studio 2019
### Mobile device
no
### Python version
3.7
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"Could you please try to providing more debug details on this issue, it would help us to investigate further on this issue. \r\nFor more details regarding `tf.data` visit https://www.tensorflow.org/api_docs/python/tf/data\r\nFor pipeline related details visit https://www.tensorflow.org/guide/data\r\nThanks!",
"Th... | 2023-02-25T12:12:59 | 2023-04-05T20:56:49 | 2023-04-05T20:54:20 | 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
### Custom Code
Yes
### OS Platform and Distribution
tpu-vm-tf-2.11.0-pod
### Mobile device
_No response_
### Python version
3.10
### Baze... | {
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"@fcoUnda @learning-to-play Could you help review this one please? "
] | 2023-02-25T12:05:12 | 2023-03-02T18:30:34 | 2023-03-02T18:30:34 | CONTRIBUTOR | null | false | {
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"@AdarshJain2305,\r\nTensorFlow Lite models may come with different associated files. For example, natural language models usually have vocab files that map word pieces to word IDs; classification models may have label files that indicate object categories. Without the associated files (if there are), a model will ... | 2023-02-25T07:38:38 | 2023-03-28T01:57:43 | 2023-03-28T01:57:41 | 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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"Hi, It seems like the missing header files under different directories has been handled in the commit here https://github.com/tensorflow/tensorflow/commit/f167889d58830671d9891b70eac56f075e7e11ee.\r\nCould you please test again and let us know if you still face an issue. Thanks!",
"This issue is stale because it... | 2023-02-25T05:06:36 | 2023-04-06T01:53:34 | 2023-04-06T01:53:32 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
latest master (commit [1f747f5](https://github.com/tensorflow/tensorflow/commit/1f747f5b52003896c5fe6723ff95f84f00def94a))
### Custom Code
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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/59805/checks?check_run_... | 2023-02-25T04:04:54 | 2023-03-21T21:00:56 | 2023-03-21T21:00:53 | NONE | spam | false | {
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"CC @reedwm.",
"@philipphack Can you please fix merge conflicts?",
"It looks like you also restored the tests removed in #59515. I didn't look over these very carefully, since I assume they are almost identical to the ones that were removed.",
"Yes, only the contracting dimensions should have changed."
] | 2023-02-25T01:52:20 | 2023-02-28T22:40:59 | 2023-02-28T22:40:58 | CONTRIBUTOR | null | false | {
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"Hi @ngc92, I was able to replicate the issue in Colab using TF v2.11 and tf-nightly(). Please find the gists [here(2.11)](https://colab.sandbox.google.com/gist/synandi/63fb7378e6e2adb8a8e9d8d076693248/untitled305.ipynb) and [here(nightly)](https://colab.sandbox.google.com/gist/synandi/3cfee1ebf013bca0ec9da3c327a7... | 2023-02-25T01:11:55 | 2023-03-09T22:30:14 | null | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Feature Request
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.11
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
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"@eapolinario Thanks for reporting the issue.\r\n\r\nI have tried it on Mac M1 with arm64 and I was successfully able to install tf-nightly==2.13.0.dev20230224. Please refer to the below screenshots.\r\n\r\n<img width=\"566\" alt=\"Screenshot 2023-02-27 at 2 36 51 PM\" src=\"https://user-images.githubusercontent.co... | 2023-02-24T22:10:21 | 2023-03-17T09:28:12 | 2023-03-17T09:28:09 | 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-nightly 2.13.0.dev20230224
### Custom Code
No
### OS Platform and Distribution
Macos M1
### Mobile device
_No response_
### Python ... | {
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"sorry, I messed up, pulled in another commit unintentionally. will abandon this PR and do over"
] | 2023-02-24T19:37:49 | 2023-03-09T03:21:39 | 2023-02-24T19:42:27 | CONTRIBUTOR | null | true | {
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} | using max/min instead of select
Signed-off-by: Tai Ly [tai.ly@arm.com](mailto:tai.ly@arm.com)
Change-Id: I6e3929873ea2b1f12fe635b4e953c14ed5bdf526 | {
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"Hi, @dgscharan \r\n\r\nApologize for the delayed response and you can refer our official documentation for [tf.distribute.MultiWorkerMirroredStrategy](https://www.tensorflow.org/api_docs/python/tf/distribute/MultiWorkerMirroredStrategy) and [TF_CONFIG and distributed training](https://cloud.google.com/ai-platform/... | 2023-02-24T19:30:14 | 2023-03-28T01:57:46 | 2023-03-28T01:57:43 | 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
2.6
### Custom Code
Yes
### OS Platform and Distribution
Linux HPC
### Mobile device
_No response_
### Python version
3.8.3
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"Hi @cantonios ,\r\n\r\nI added a space before `\"//tensorflow/core/util/tensor_bundle:byteswaptensor\"` in `tensorflow/core/kernels/BUILD` as per the format checking result from the latest `Code Check - Changed Files`. Please take a look when you have some time.\r\n\r\nThank you very much!",
"Hi @cantonios ,\r\n... | 2023-02-24T18:45:40 | 2023-03-07T20:42:16 | 2023-03-07T20:09:38 | CONTRIBUTOR | null | false | {
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This PR adds the endianness conversion pro... | {
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"@RonakPandya072 \r\nWhen I tried to execute the given code on Colab using TF 2.11 but got a different error. Could you please provide code with all dependencies and find the gist [here](https://colab.research.google.com/gist/tiruk007/f1505208ade18763a553af88da4f91bc/untitled142.ipynb) for reference.\r\n\r\nThank y... | 2023-02-24T16:39:03 | 2023-04-05T01:48:12 | 2023-04-05T01:48:09 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.2.3
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Pytho... | {
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"Hi @albertz, thank you for reporting the issue.\r\n@tilakrayal, I was able to replicate the issue in colab using TF v2.11 and tf-nightly(2.13.0-dev20230228). Please find the gists for the same [here-TF v2.11](https://colab.sandbox.google.com/gist/synandi/e0493a9e1179200485969ff31ed61354/59796.ipynb) and [here-tf-... | 2023-02-24T14:12:46 | 2023-03-08T05:34:30 | null | CONTRIBUTOR | 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
Mac, Linux, Google Colab
### Mobile device
_No response_
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"It seems that the error caused by below code in `tensorflow/tensorflow/lite/delegates/gpu/BUILD`:\r\n```\r\nios_static_framework(\r\n name = \"tensorflow_lite_gpu_framework\",\r\n hdrs = [\r\n \"metal_delegate.h\",\r\n \"metal_delegate_internal.h\",\r\n ],\r\n minimum_os_version = \"11.4\... | 2023-02-24T07:34:22 | 2023-11-15T11:07:01 | 2023-04-05T20:59:15 | NONE | null | null | null | ### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tf 2.11.0
### OS Platform and Distribution
Linux RHEL 8
### Python version
3.10.8
### Bazel version
6.0.0
### GCC/Compiler version
8.5.0
### Android NDK ver... | {
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"testing bot",
"This issue is stale because it has been open for 7 days with no activity. It will be closed if no further activity occurs. Thank you.",
"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLSfaP12TRhd9xSxjXZjcZFNXPGk4kc1-qMdv3gc6bEP90vY1ew/view... | 2023-02-24T06:56:58 | 2023-03-14T11:47:44 | 2023-03-14T11:47:41 | CONTRIBUTOR | 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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"@reedwm This PR is essential to test performance on GPT transformer models.",
"Hi @wenscarl Can you please check @reedwm's comments and resolve conflicts?. Thank you!",
"I think https://github.com/tensorflow/tensorflow/pull/59971 replaces this PR, so closing this PR."
] | 2023-02-24T04:29:37 | 2023-03-15T17:36:39 | 2023-03-15T17:36:32 | CONTRIBUTOR | null | false | {
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} | This PR extends currently supported patterns,
matmul <- bitcast <- multiply and matmul <- multiply to
matmul <- bitcast <- copy <- bitcast <- multiply
matmul <- bitcast <- copy <- multiply
matmul <- bitcast <- copy <- reshape <- multiply
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} | This PR extends currently supported patterns,
matmul <- bitcast <- multiply and matmul <- multiply to
matmul <- bitcast <- copy <- bitcast <- multiply
matmul <- bitcast <- copy <- multiply
matmul <- bitcast <- copy <- reshape <- multiply
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"@panhu \r\nWe can calculate the gradient value of each iteration in the model with a custom training loop.\r\n\r\n- Calling a model inside a GradientTape scope enables you to retrieve the gradients of the trainable weights of the layer with respect to a loss value. Using an optimizer instance, you can use these gr... | 2023-02-24T02:16:56 | 2023-05-15T03:02:31 | 2023-03-25T10:37:03 | 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.X
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
###... | {
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"Hi @dongyaoli10x, kindly let us know the OS Platform and Distribution used to exceute the above code. I tried executing it in Ubuntu 22.04. Please find the output below.\r\n\r\nThank you!",
"> Hi @dongy... | 2023-02-24T01:56:25 | 2023-03-19T02:03:43 | 2023-03-19T02:03:40 | 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 2.9
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Pytho... | {
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"@philipphack Can you please resolve conflicts? Thank you!"
] | 2023-02-23T20:35:53 | 2023-03-06T21:09:46 | 2023-03-06T21:09:46 | CONTRIBUTOR | null | false | {
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"merged_at": "2023-03-... | Introduces performance options for sparse embedding lookups that can appreciably speed up the training of recommendation systems. Sparse lookups alternatively accept inputs described by RaggedTensors which are more memory efficient. Performance is further increased by the optional use of a simplified and typically fast... | {
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"A better solution might be to clamp to `[-1, 1]` (assuming `clamp(NaN, [-1, 1])` is still `NaN`), then round (away from zero).",
"Looks like we do not have any MHLO->TF conversion pattern for `mhlo.round_nearest_afz` yet. For now converting `mhlo.sign` to `tf.sign` might actually be the best option."
] | 2023-02-23T20:04:23 | 2023-03-02T00:11:42 | null | MEMBER | null | null | null | ### System information
This issue applies to all systems on all TF versions since 2020-03-28.
### Describe the problem
MHLO_SignOp is defined to [return -0.0](https://github.com/tensorflow/tensorflow/blob/007ef257793b6ea0464361d2fc6a5a5b57403ce5/tensorflow/compiler/xla/mlir_hlo/mhlo/IR/hlo_ops.td#L562) when inpu... | {
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"Hi @jurahul Can you please review this PR ? Thank you!",
"Hi @jurahul Can you please review this PR ? Thank you!",
"Hi @cheshire sorry to ping you again, because this PR is pending too long and it's caused conflict after you approved. So I resolved it, which means it needs you approve again.\r\n\r\n"
] | 2023-02-23T16:10:38 | 2023-05-26T14:12:40 | 2023-05-26T14:12:40 | CONTRIBUTOR | null | false | {
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Thanks in advance! @cheshire | {
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"This is true of absolutely every op in TensorFlow. If the op itself says it takes a Tensor, but you pass a numpy array, it will convert the numpy array to a tensor.\r\n\r\nWe should _not_ modify the documentation here."
] | 2023-02-23T15:04:09 | 2023-10-12T09:43:32 | 2023-02-23T17:41:48 | COLLABORATOR | null | false | {
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} | At present as per documentation of `tf.math.cumsum` for the argument `input(x)` the supported type is `Tensor`. But it also accepts python list,tuple and numpy arrays also which have registered Tensor conversion function.Even in the code of `tf.math.cumsum` it converts the` input(x)` to a tensor explicitly.
Also for... | {
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"FYI, we've removed replay_computation. run_hlo_module has reached feature parity and beyond",
"close it due to replay_computation is removed."
] | 2023-02-23T14:40:58 | 2023-03-14T16:13:42 | 2023-03-14T13:20:21 | CONTRIBUTOR | null | false | {
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"I'm sorry to hear that you're encountering an error when trying to get the value for bert_model in the \"Classify text with BERT\" tutorial. Here are some possible solutions:\r\n\r\nMake sure you have installed the necessary packages. The tutorial requires tensorflow, tensorflow-text, and tensorflow-hub. You can i... | 2023-02-23T10:00:02 | 2023-02-24T06:50:43 | 2023-02-24T06:24:24 | 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
2.4.4
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
### B... | {
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"Hi, @albertz \r\n\r\nApologize for the delay and I was able to reproduce the issue, I was also getting the same error which you've mentioned above and as per [official documentation](https://www.tensorflow.org/install/pip#macos), There is currently no official GPU support for MacOS. It's better to post this issue ... | 2023-02-23T09:13:00 | 2023-02-26T00:29:19 | 2023-02-26T00:29:17 | CONTRIBUTOR | 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
tensorflow-macos 2.11.0
### Custom Code
Yes
### OS Platform and Distribution
MacOS 12, tensorflow-macos and tensorflow-metal... | {
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"Hi @Davidy22, We were able to replicate the issue in Fedora Linux 37 using tf-nightly from our end as well. Please find the screenshot of the same below.\r\n\r\nIt seems like we have to dig more into this... | 2023-02-23T09:00:19 | 2023-08-17T14:19:01 | 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
v1.12.1-89814-gbaac3548e86 2.13.0-dev20230222
### Custom Code
No
### OS Platform and Distribution
Fedora Linux 37
### Mobile device
_No response_... | {
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"Hi, @pabloazurduy \r\n\r\nApologize for the delay and if you don't mind could you please help me with the exact steps which you're following for installing the Tensorflow on `rosetta x86_64` ? If possible please help me with below commands output it seems like some issue with setting up environment variable at the... | 2023-02-23T02:47:07 | 2023-03-19T02:03:46 | 2023-03-19T02:03:42 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.7.4
### Custom Code
Yes
### OS Platform and Distribution
macos Ventura 13.2.1 (22D68)
### Mobile device
_No response_
### Python version
3.7
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"Hi, yes, this is a known issue, tf-team's been working on it for a long time. \r\n\r\nThey're working on the 2.12 release which allows newer versions of protobuf:\r\n\r\nhttps://github.com/tensorflow/tensorflow/blob/master/tensorflow/tools/pip_package/setup.py#L100\r\n\r\ntry `pip install -U tensorflow==2.12.0rc0`... | 2023-02-22T17:54:09 | 2023-02-23T08:54:04 | 2023-02-22T18:29:15 | 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)**:
```sw_vers
ProductName: macOS
ProductVersion: 12.6.3
BuildVersion: 21G419
```
- **Mobile device (e.g. iPh... | {
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"@mibumi \r\nCould you please import `tensorflow.keras.models` instead of `tensorflow.python.keras.models`. \r\n\r\n> Anything under tf.python.* is private, intended for development only, rather than for public use.\r\n\r\n> Importing from tensorflow.python or any other modules (including import tensorflow_core...)... | 2023-02-22T17:49:13 | 2023-03-12T19:33:37 | 2023-03-12T19:33:35 | 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
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 18.04
### Mobile device
_No response_
### ... | {
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"Thanks for the fix!"
] | 2023-02-22T12:06:44 | 2023-02-23T19:37:52 | 2023-02-23T19:37:48 | CONTRIBUTOR | null | false | {
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Since pevious PR has been rolled back, this one adopted reviewer's feedback to fix Mac build error.
Thanks @reedwm for the feedback and suggestion! | {
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"I believe that this may be masking some unit test failures as well.\r\n//tensorflow/python/kernel_tests/proto:decode_proto_op_test\r\n//tensorflow/python/util/protobuf:protobuf_compare_test\r\n//tensorflow/tools/api/tests:api_compatibility_test\r\nThese fail with protobuf > 3.20.3",
"Can you assign me this issue... | 2023-02-22T11:58:35 | 2023-03-03T07:27:29 | 2023-03-02T19:20:57 | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
git HEAD
### Custom Code
No
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
n/a
### Python version
3.9.13
### Bazel ... | {
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"@TensorFlow-MKL ",
"@cfRod @nSircombe ",
"This does not happen with protobuf==3.20.3 installed. However the default install currently will be protobuf==4.22.0",
"@elfringham thanks for reporting, we will take a look at it.",
"Hi @elfringham, we can reproduce this issue internally with commit id - 62dcf7e02... | 2023-02-22T10:33:06 | 2023-04-22T06:36:06 | 2023-04-19T08:51:23 | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
git HEAD
### Custom Code
No
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
n/a
### Python version
3.9.13
### Bazel version
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"Downgrading to cuda 11.8 did not help.\r\n```\r\nRTX4090 + Cuda 11.8 + Cudnn 8.8 + TF nightly with mixed_fp16\r\ndw=True, jit_compile=True, ETA after 200 steps: 1:17:38\r\n```\r\n\r\nBut when i downgraded to TF 2.11 and cuda 11.2, depthwise conv become just 2 times slower then normal one.\r\n```\r\nRTX4090 + Cud... | 2023-02-22T09:20:16 | 2023-03-23T19:16:35 | null | CONTRIBUTOR | 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
'v1.12.1-89750-g9f16e373ca8', '2.13.0'
### Custom Code
No
### OS Platform and Distribution
Ubuntu 22.04
### Mobile device
_No response_
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"@johnfhima \r\nA TensorFlow Lite model is represented in a special efficient portable format known as [FlatBuffers](https://google.github.io/flatbuffers/) (identified by the .tflite file extension). This provides several advantages over TensorFlow's protocol buffer model format such as reduced size (small code foo... | 2023-02-22T08:40:13 | 2023-03-20T02:00:40 | 2023-03-20T02:00:40 | NONE | null | null | null | Hi,
I have built a custom model using tensorflow/keras.
While looking at the amount of RAM (nvidia-smi) used to process a single input it gives me 8 gb of RAM (it is expected, as the model is purpose really heavy, and the input resolution also).
Nevertheless, after converting the model to tflite (even without any ... | {
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"@ysong2123,\r\n\r\n- Train and export a TensorFlow model.\r\n- Manage model versioning with TensorFlow Serving ServerCore.\r\n- Configure batching using SavedModelBundleSourceAdapterConfig.\r\n- Serve request with TensorFlow Serving ServerCore.\r\n- Run and test the service.\r\n\r\nAlso please take a look at these... | 2023-02-22T05:30:38 | 2023-03-28T01:57:52 | 2023-03-28T01:57:49 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tag: v2.11.0
### Custom Code
No
### OS Platform and Distribution
MacOS Ventura13
### Mobile device
_No response_
### Python version
3.8
###... | {
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"currently, i'm using M1 chip with macOS ventura 13.1",
"Hi @ysong2123 Thanks for reporting this issue.\r\n\r\nSorry for the late response.\r\n\r\nI have tried to reproduce the issue on the same steup but facing different error. Please refer the screenshot below. Need to try out on [rc2.12](https://github.com/t... | 2023-02-22T05:18:57 | 2023-03-17T09:31:16 | 2023-03-17T09:31:13 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tag: v2.11.0
### Custom Code
No
### OS Platform and Distribution
MacOS Ventura13
### Mobile device
_No response_
### Python version
3.... | {
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"CC @reedwm."
] | 2023-02-22T01:40:50 | 2023-02-27T06:51:45 | 2023-02-27T06:51:44 | CONTRIBUTOR | null | false | {
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"model download link - https://easyupload.io/mn1i8h",
"@mv96,\r\nThe link provided contains only the `.h5` model link and it doesn't contain any code. Please provide the complete code to debug. \r\n\r\nThere are two formats you can use to save an entire model to disk: the TensorFlow SavedModel format, and the ol... | 2023-02-22T01:04:43 | 2024-04-15T00:24:47 | 2023-03-15T12:38:48 | 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
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu
### Mobile device
_No response_
### Python ... | {
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"Hi @penpornk Can you please review this PR ? Thank you!",
"@penpornk , could you please review this PR? Thanks!",
"Hi @ShengYang1 Can you please check @penpornk's comments and keep us posted ? Thank you!",
"> Hi @ShengYang1 Can you please check @penpornk's comments and keep us posted ? Thank you!\r\n\r\nAll ... | 2023-02-22T00:29:00 | 2023-04-18T19:31:26 | 2023-04-18T19:31:25 | CONTRIBUTOR | null | false | {
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"The start of these failures was bisected to https://github.com/tensorflow/tensorflow/commit/84f40925e929d05e72ab9234e53c729224e3af38",
"Changing the installed version of the Python protobuf package did not make a difference, 3.20.1, 3.20.3, 4.21.9, 4.21.12 all the same failure. This is perhaps not surprising as ... | 2023-02-21T22:35:03 | 2023-03-02T17:00:10 | 2023-03-02T17:00:06 | 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
2.12.0-rc0
### Custom Code
No
### OS Platform and Distribution
CentOS 7
### Mobile device
n/a
### Python version
3.8.10
### Bazel version
5.3... | {
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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/59764/checks?check_run_... | 2023-02-21T21:07:54 | 2023-02-21T21:08:54 | 2023-02-21T21:08:54 | NONE | null | false | {
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"Hi, @fede72bari \r\n\r\nApologize for the delay and I would suggest you to please try to execute below commands and please create new virtual environment with python version 3.8 and check whether is it resolving your issue or not ? If issue still persists please let us know with complete error log to find out the ... | 2023-02-21T17:55:01 | 2023-03-08T09:13:53 | 2023-03-08T09:13:50 | 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
### Custom Code
Yes
### OS Platform and Distribution
Windows
### Mobile device
_No response_
### Python version
3.10
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"Hi, @ignvinay \r\n\r\nApologize for the delay and I was able to replicate same issue on Google Colab which uses `Ubuntu OS` so it's working as expected, here is [gist-file ](https://colab.research.google.com/gist/gaikwadrahul8/284cad934c3d2456efbe6184af22f682/lang_c.ipynb)so we'll try on Windows 10 and we'll let y... | 2023-02-21T17:44:16 | 2023-09-23T17:59:31 | 2023-04-12T01:53:41 | 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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"@sachinprasadhs,\r\nI was able to reproduce the issue on tensorflow [v2.9](https://colab.research.google.com/gist/tilakrayal/75e568b061d6bafa8abb6593ee68924a/untitled986.ipynb), v2.11 and tf-nightly. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/b11a9fb39f315458e5de55fcee077fa... | 2023-02-21T17:38:45 | 2023-04-27T18:37:51 | 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 2.9.1
### Custom Code
Yes
### OS Platform and Distribution
Linux ubuntu 18.04
### Mobile device
_No response_
### Python version
3.8
### Ba... | {
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"Hi @cantonios ,\r\n\r\nCould you please review this PR when you have some time?\r\n\r\nThank you very much!"
] | 2023-02-21T16:59:41 | 2023-03-02T11:30:00 | 2023-03-02T11:30:00 | CONTRIBUTOR | null | false | {
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This PR followed the existing pattern in `testFloatMutateArray()` fu... | {
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"Hi, thanks for taking the time to providing complete working code to reproduce the issue.\r\n\r\nThe problem here isn't the RNN, it's the shape of your input data:\r\n\r\nhttps://colab.research.google.com/drive/1pkFuU_nMyJnVHF3TvCSQ49e-IORFu3PQ?authuser=1#scrollTo=lIYdn1woOS1n\r\n\r\nKeras, expects RNN inputs to h... | 2023-02-21T11:51:56 | 2023-02-22T00:23:46 | 2023-02-22T00:23:44 | 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
2.7.0
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
Python 3.9.15
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"@tilakrayal, I was able to replicate the issue in ubuntu 22.04 and Google Colab. Please find the gist for the same in [TF v2.11](https://colab.sandbox.google.com/gist/synandi/8823760deb26897ee84953c054ea0070/59803_2-11.ipynb) and [tf-nightly](https://colab.sandbox.google.com/gist/synandi/99f88fa17d0352dd40f850fe08... | 2023-02-21T09:50:12 | 2023-05-02T13:52:52 | 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 2.11
### Custom Code
Yes
### OS Platform and Distribution
Linux ubuntu 22.04
### Mobile device
_No response_
### Python version
3.10
### Baz... | {
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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/59753/checks?check_run_... | 2023-02-21T09:40:06 | 2023-02-22T08:14:27 | 2023-02-22T08:14:18 | NONE | null | false | {
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"@rubbberrabbit Thanks for reporting the issue.\r\n\r\nThe code produces seg fault in TF 2.7 but produces `InvalidArgumentError: {{function_node __wrapped__LearnedUnigramCandidateSampler_device_/job:localhost/replica:0/task:0/device:CPU:0}} `true_candidate` out of range [0, 19), received 250 [Op:LearnedUnigramCandi... | 2023-02-21T09:17:01 | 2023-03-31T01:56:40 | 2023-03-31T01:56:38 | 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
tf2.7,tf2.11.0,tf-nightly
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu18.04
### Mobile device
_No response_
### Python vers... | {
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"The new optimizers are the default after 2.11.\r\n\r\nYes, there were some breaking changes in the switch. \r\n\r\nSee [the 2.11 release notes for details](https://www.tensorflow.org/api_docs/python/tf/gather#validate_indices)",
"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google... | 2023-02-21T07:51:34 | 2023-02-22T01:19:19 | 2023-02-22T01:19:17 | 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
2.11
### Custom Code
No
### OS Platform and Distribution
Ubuntu
### Mobile device
_No response_
### Python version
3.8
### Bazel version
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"Hi, thanks for taking the time to report the issue.\r\n\r\nTensorflow's gather op has inconsistent behavior: On GPU it silently returns zeros (for speed), on CPU it checks the bounds fails if the bounds are exceded. \r\n\r\nSee the wraning here: \r\n\r\nhttps://www.tensorflow.org/api_docs/python/tf/gather#validat... | 2023-02-21T07:14:36 | 2023-02-22T00:27:37 | 2023-02-22T00:27:34 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.6
### Custom Code
Yes
### OS Platform and Distribution
windows10
### Mobile device
_No response_
### Python version
3.8
### Bazel version
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"New problem,when I execute this command：sudo su \r\nthen make -f tensorflow/lite/micro/tools/make/Makefile test_hello_world_test\r\nThe output result is：\r\n--2023-02-21 14:23:26-- https://github.com/google/flatbuffers/archive/a66de58af9565586832c276fbb4251fc416bf07f.zip Resolving github.com (github.com)... 2... | 2023-02-21T05:46:19 | 2023-02-21T12:21:51 | 2023-02-21T12:21:51 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution (e.g., Linux Ubuntu 16.04): Ubuntu 22.04.2 LTS
- TensorFlow installation (pip package or built from source): built from source
- TensorFlow library (version, if pip package or github SHA, if built from source): 2.11.0
### 2. Code
make -f tensorflow/lite/... | {
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"@etolliver Thanks for reporting the error. \r\n\r\nPR #59758 has been opened to fix the issue. The issue will be closed once it is merged.\r\n\r\nThank you.",
"Closing this as the PR #59758 is merged. ",
"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQLS... | 2023-02-21T02:59:45 | 2023-02-28T12:04:21 | 2023-02-28T12:04:17 | NONE | null | null | null | https://github.com/tensorflow/tensorflow/blob/b308c65397964d74b46a4015d15b6911ac710616/tensorflow/compiler/xla/tests/constants_test.cc#L85
F8 might need to be F16 in this comment | {
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"\r\n\r\nIt is working for me in windows 11 with the above shown versions, please specify more details about your OS, etc.\r\nso that we can reproduce this error.",
"desktop;Windows 10 \r\npip ... | 2023-02-21T02:58:36 | 2023-03-27T12:48:09 | 2023-03-27T12:48:00 | NONE | null | null | null | seen as below
i got this command from here:<u>https://keras.io/examples/vision/video_classification/</u>
tensorflow version : 2.11.0
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"@Leengit \r\n\r\nCan you please elaborate about your feature and please specify the use cases for this feature.\r\n\r\nThank you!",
"I would like the documentation page for [`tensorflow.Dataset.concatenate`](https://www.tensorflow.org/api_docs/python/tf/data/Dataset#concatenate) to mention that if multiple datas... | 2023-02-20T21:19:16 | 2023-03-03T17:30:34 | null | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Documentation Feature Request
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.11.0
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device... | {
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"Check out this pull request on <a href=\"https://app.reviewnb.com/tensorflow/tensorflow/pull/59745\"><img align=\"absmiddle\" alt=\"ReviewNB\" height=\"28\" class=\"BotMessageButtonImage\" src=\"https://raw.githubusercontent.com/ReviewNB/support/master/images/button_reviewnb.png\"/></a> \n\n See visual diff... | 2023-02-20T17:56:02 | 2023-02-21T19:41:41 | 2023-02-21T10:40:01 | NONE | null | false | {
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"Thank you for reporting this issue with TensorFlow! It's possible that you are observing slower performance when iterating over a tf.data.Dataset compared to a Python generator that produces the same data.\r\n\r\nOne possible reason for this difference in performance could be due to the additional overhead introdu... | 2023-02-20T16:58:15 | 2023-03-18T04:22:11 | 2023-03-18T04:22:08 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Performance
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.11.0
### Custom Code
Yes
### OS Platform and Distribution
MacOS 12.6.3
### Mobile device
_No response_
### Python version
3.10.6
### ... | {
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"@yufang67 As per the guide for [Mixed precision](https://www.tensorflow.org/guide/mixed_precision#setting_the_dtype_policy), the bfloat16 should be used to run on TPUs. Using `mixed_float16` is suggested when running on GPUs, and CPUs.\r\n\r\nI did try with `mixed_float16` and the model works fine. Please find the... | 2023-02-20T15:24:06 | 2023-12-06T19:32:03 | 2023-12-06T19:32:03 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Feature Request
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
TensorFlow version 2.13.0-dev20230215
### Custom Code
Yes
### OS Platform and Distribution
ubuntu 20.04
### Mobile device
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"Thanks for your pull request! It looks like this may be your first contribution to a Google open source project. Before we can look at your pull request, you'll need to sign a Contributor License Agreement (CLA).\n\nView this [failed invocation](https://github.com/tensorflow/tensorflow/pull/59742/checks?check_run_... | 2023-02-20T14:32:55 | 2023-02-22T17:51:05 | 2023-02-22T17:51:04 | CONTRIBUTOR | null | false | {
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"@ysong2123,\r\n Could you try building with the full Xcode? and also please make sure to set the **DEVELOPER_DIR** environment variable to the Xcode path before running the build, i.e, run something like `export DEVELOPER_DIR=/Applications/Xcode.app/Contents/Developer`(path to Xcode) before running the bazel build... | 2023-02-20T14:08:45 | 2023-02-22T05:15:08 | 2023-02-22T05:14:38 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
tag: v2.11.0
### Custom Code
No
### OS Platform and Distribution
MacOS Ventura13
### Mobile device
_No response_
### Python version
_... | {
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"@gogogwwb \r\nIn sync training, all workers train over different slices of input data in sync, and aggregating gradients at each step. In async training, all workers are independently training over the input data and updating variables asynchronously. Typically sync training is supported via all-reduce and async t... | 2023-02-20T14:05:03 | 2023-03-12T19:32:28 | 2023-03-12T19:32:25 | 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
tf2.8
### Custom Code
Yes
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No response_
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"This happens because vars.bzl is created by the implementation function of llvm_configure() which is not called in the case of a repository override. I think the instructions should be modified to override llvm-raw instead which only requires creating a WORKSPACE and BUILD.bazel in the LLVM repo and does not need ... | 2023-02-20T12:53:23 | 2023-03-14T21:51:14 | 2023-03-14T21:51:11 | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.9
### Custom Code
No
### OS Platform and Distribution
Linux Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.10
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"Hi @tfeher This PR is in draft, any update on this? Please. Thank you!",
"closing this in favor of #60076 "
] | 2023-02-20T09:53:20 | 2023-03-27T21:09:56 | 2023-03-27T21:09:56 | CONTRIBUTOR | null | true | {
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} | To facilitate conversion of variable ops (used in the experimental `disable_graph_freezing` mode) the converter annotates the graph with the shape of the variable ops.
This PR fixes the mapping between captured input names and variables, so that the graph can be annotated correctly. | {
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"Hi @ShengYang1 This PR is duplicate of [#59499](https://github.com/tensorflow/tensorflow/pull/59499). Hence closing this. Thank you for your contribution. "
] | 2023-02-20T05:52:03 | 2023-02-21T12:48:20 | 2023-02-21T12:48:17 | CONTRIBUTOR | null | false | {
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} | When the input of AddN is nested variant(eg, nested TensorList), for current implementation, `TF_AddNVariant` will leave a variant tensor for `binary_add_func` used by vendor extension, which cannot be handled in extension as variant class is opaque for extension. So recursively handling for variant is needed, and `TF_... | {
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"@retonym,\r\nUsually Keras SavedModel uses [tf.saved_model.save](https://www.tensorflow.org/api_docs/python/tf/saved_model/save) to save the model and all trackable objects attached to the model (e.g. layers and variables). The model config, weights, and optimizer are saved in the SavedModel. Additionally, for eve... | 2023-02-20T02:51:57 | 2023-03-29T02:02:15 | 2023-03-29T02:02:12 | CONTRIBUTOR | 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
tf 2.11
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
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"Standalone code `y = tf.keras.layers.Cropping1D(cropping=(-1,0))(x)` parameter should be -1 ",
"I install tf with `pip install tensorflow-cpu` (version is 2.11)",
"@CuiDonCai,\r\nThe `cropping` argument must be a tuple of 2 integers and does not satisfy the requirement `>= 0`. Also the argument cropping shoul... | 2023-02-20T02:37:05 | 2023-02-27T02:28:50 | 2023-02-27T02:28:47 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Support
### Have you reproduced the bug with TF nightly?
No
### Source
source
### Tensorflow Version
tf 2.11
### Custom Code
Yes
### OS Platform and Distribution
Linux Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.8.10
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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/59733/checks?check_run_... | 2023-02-19T12:43:30 | 2024-06-07T16:05:36 | null | NONE | null | false | {
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} | - Renamed `runOptions()` to `getRunOptions()` to follow Java naming conventions for getter methods.
- Made `FULL_TRACE_RUN_OPTIONS` a final variable with upper-case naming to indicate that it is a constant.
- Added Javadoc comments to the `add()` and `summary()` methods to indicate their purpose.
- Made the `FULL_TR... | {
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"@JackTemaki \r\nCould you please provide a reproducible code or complete code to replicate the issue reported here ?\r\n\r\nThank you !\r\n",
"The two lines of python code I posted are already sufficient to show the mismatch in allocated memory in the \"created device\" log statement. If you want something that ... | 2023-02-18T13:44:05 | 2023-02-22T13:09:48 | 2023-02-22T13:09:45 | 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
tf 2.9
### Custom Code
No
### OS Platform and Distribution
Ubuntu 22
### Mobile device
_No response_
### Py... | {
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"@njzjz, thank you for reporting this issue. We are trying to investigate the issue and will update here soon. Thank you! ",
"@njzjz, Apologies for the delay. Since 2.12 is not the stable version, it seems that the wheel files will be available in the next stable release. As a workaround, kindly use the .whl file... | 2023-02-17T21:30:58 | 2023-03-17T07:28:12 | 2023-03-13T15:53:05 | 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
2.12.0rc0
### Custom Code
No
### OS Platform and Distribution
aarch64
### Mobile device
_No response_
### Python ve... | {
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"@yd2102 Thanks for reporting the issue.\r\n\r\nI was able to reproduce this issue in TF 2.11. Please find the gist [here](https://colab.research.google.com/gist/pjpratik/3dbd22039d8453458cc37addfaea7637/59730_2-11.ipynb).\r\n\r\nThe issue seems to be resolved in TF nightly version. I was able to run the quantized ... | 2023-02-17T19:15:18 | 2023-06-02T02:06:13 | 2023-06-02T02:06:12 | NONE | null | null | null | ### 1. System information
- OS Platform and Distribution: Ubuntu 22.04, aarch64
- TensorFlow installation (pip package or built from source): pip
- TensorFlow library (version, if pip package or github SHA, if built from source): tensorflow-cpu-aws==2.11.0
- Model library: transformers==4.26.1
### 2. Code
`... | {
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"Hey @trickiwoo try this `x_copy = tf.identity(x)` instead of `x_copy = tf.experimental.numpy.copy(x)`.\r\n",
"FYI follow this link :- https://www.tensorflow.org/api_docs/python/tf/identity",
"@trickiwoo,\r\n**tf-nightly v2.13.0.dev20230204** which is not the stable version. I tried to execute the code multipl... | 2023-02-17T17:32:28 | 2023-03-09T19:42:39 | 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
_No response_
### Mobile device
_No response_
### Python version
_No re... | {
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"@yufang67 \r\nI was able to execute the given code on GPU without any problem on the Linux virtual machine using tf-nightly 2.13.0-dev20230220 and on colab using TF v2.11. Please find the gist of [2.11](https://colab.research.google.com/gist/tiruk007/64342dba197c2a9fc60c141d0327ea62/2_11.ipynb) and refer to the [s... | 2023-02-17T16:37:57 | 2023-03-27T20:30:06 | 2023-03-27T18:53:00 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Feature Request
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
TensorFlow version 2.13.0-dev20230215
### Custom Code
Yes
### OS Platform and Distribution
ubuntu 20.04
### Mobile device
_No respons... | {
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"@tilakrayal \r\nI was able to replicate the issue in Ubuntu and colab. Please find the gist [here](https://colab.sandbox.google.com/gist/synandi/c7b9d6765441e78b1a374f481b1c7333/59727.ipynb) for TF v2.10 and [here](https://colab.sandbox.google.com/gist/synandi/4612a2921b20e8e081c594a0706d6a0c/59727-nightly.ipynb) ... | 2023-02-17T16:11:20 | 2023-02-28T17:27:13 | 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
2.10
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 22.04
### Mobile device
_No response_
### Python version
3.10
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"I was able to reproduce this issue in TF 2.11 and TF Nightly 2.13.0-dev20230219 . Please find the gist [here](https://colab.research.google.com/gist/pjpratik/20cd82f24b7697da535ba222cd066b28/59726.ipynb). \r\n\r\n@SuryanarayanaY Could you please look into this issue. Thanks. ",
"Hi @MegaCreater ,\r\nThe error mi... | 2023-02-17T13:28:37 | 2023-09-22T18:22:23 | 2023-04-14T01:52:26 | NONE | null | null | null | Issue Type -> Bug
Have you reproduced the bug with TF nightly? -> No
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 numpy as np,tensorflow as tf
@tf.function
def sample(... | {
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"Easily reproducible: see [gist](https://colab.research.google.com/gist/nrwahl2/b083eacf2542a2310740e8e14ed6ebb0/59725.ipynb).\r\n\r\nWhen the decorator is used, the local scope appears to be overwritten within the for loop:\r\n```\r\nWith decorator, before for loop\r\ndict_keys(['inputs', 'application_order', 'met... | 2023-02-17T12:36:22 | 2023-04-12T01:53:47 | 2023-04-12T01:53:44 | NONE | null | null | null | Issue Type -> Bug
Have you reproduced the bug with TF nightly? -> No
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
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"@SuryanarayanaY \r\nI was able to replicate the issue on Colab using TF v2.11 and tf-nightly-2.13.0.dev20230221. Please find the gist of [2.11](https://colab.research.google.com/gist/tiruk007/a657e62ad14d253d0cd2dd2775bb4f2b/untitled137.ipynb) and [tf.nightly](https://colab.research.google.com/gist/tiruk007/c9e251... | 2023-02-17T10:23:10 | 2023-03-13T19:15:49 | 2023-03-13T19:15:49 | CONTRIBUTOR | null | null | null | This is about `tf.gather`. The wanted behavior could be added directly, or maybe via a new option, or maybe via a separate op.
Actually, on GPU (at least where I tested it), the behavior of `tf.gather` is already as I want it:
- It returns 0 for invalid indices.
- I think (not really verified): gradients for tho... | {
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"Hi, @pjpratik \r\n\r\nCould you please look into this issue ? Thank you!",
"Hi @Nnevalti, as far as I know we don't especially support mac catalyst, can you try doing whatever you want to do with normal iOS/macOS workflows and see if you run into any trouble? If so, we can identify more specifically what is unsu... | 2023-02-17T09:57:40 | 2023-09-27T19:54:35 | null | NONE | null | null | null | Hi I created a stackoverlfow post already: https://stackoverflow.com/questions/75473220/build-tensorflow-lite-for-mac-catalyst/75480973#75480973
But I thought I should have asked here first.
### System information
- **OS Platform and Distribution (e.g., Linux Ubuntu 16.04)**: Mac mini M1 Ventura 13.1
- **T... | {
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"In LLDB where it hangs:\r\n\r\n<details>\r\n\r\n```\r\n(lldb) thread backtrace all\r\n* thread #1, queue = 'com.apple.main-thread', stop reason = signal SIGSTOP\r\n * frame #0: 0x000000018382a270 libsystem_kernel.dylib`__psynch_cvwait + 8\r\n frame #1: 0x000000018386483c libsystem_pthread.dylib`_pthread_cond_w... | 2023-02-17T09:25:55 | 2023-02-26T00:29:42 | 2023-02-26T00:29:39 | 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
tensorflow-macos 2.11.0
### Custom Code
Yes
### OS Platform and Distribution
MacOS 12, tensorflow-macos and tensorflow-metal... | {
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"@vishnukvmd I have tried to build in MacOS with the command provided and I have received different error. Please refer the below screenshot. Thanks!\r\n\r\n<img width=\"1037\" alt=\"Screenshot 2023-02-20 at 1 23 32 PM\" src=\"https://user-images.githubusercontent.com/118897289/220045388-e4f9f5cf-2dda-437d-86fe-5d0... | 2023-02-17T07:59:28 | 2023-06-23T17:15:55 | 2023-04-11T06:31:24 | NONE | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
Yes
### Source
source
### Tensorflow Version
2.11.0
### Custom Code
No
### OS Platform and Distribution
Macbook Air M1, Ventura 13.1
### Mobile device
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"From https://pypi.org/project/tensorflow-gpu/:\r\n\r\n> tensorflow-gpu has been removed. Please install tensorflow instead. The tensorflow package supports GPU accelerated operations via Nvidia CUDA.",
"Thanks for clarification.",
"Are you satisfied with the resolution of your issue?\n<a href=\"https://docs.go... | 2023-02-17T07:47:05 | 2023-02-17T09:40:24 | 2023-02-17T09:40:22 | CONTRIBUTOR | null | null | null | <details><summary>Click to expand!</summary>
### Issue Type
Build/Install
### Have you reproduced the bug with TF nightly?
No
### Source
binary
### Tensorflow Version
2.12.0rc0
### Custom Code
No
### OS Platform and Distribution
_No response_
### Mobile device
_No response_
### Python version
_No res... | {
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"@benson-guo, I was able to replicate the issue in Ubuntu 20.04 using tensorflow 2.11. Kindly check the output below\r\n@tilakrayal, please look at this issue. Thank you!\r\n```\r\nIteration 0 time: 2445.906400680542\r\nIteration 1 time: 1.2180805206298828\r\nIteration 2 time: 0.8792877197265625\r\nIteration 3 tim... | 2023-02-16T23:52:28 | 2023-03-23T22:52:54 | 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
2.11
### Custom Code
Yes
### OS Platform and Distribution
Ubuntu 20.04
### Mobile device
_No response_
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"@sachinprasadhs @mohantym @arfaian Please have a look into this issue.\r\nThanks in advance \r\n",
"model = \"https://tfhub.dev/google/nnlm-en-dim50/2\"\r\nhub_layer = hub.KerasLayer(model, input_shape=[], dtype=tf.string, trainable=True)\r\nhub_layer(train_examples[:3])",
"@nyadla-sys Thanks for reporting thi... | 2023-02-16T20:09:58 | 2023-10-04T22:05:02 | null | MEMBER | 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
Refer the below colab to reproduce the issue ..
https://colab.res... | {
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"@reedwm FYI ;) ",
"@rjpower seems like your change in 8a216d2c29881745c9851dd3e22b11eca56b96c3 introduced a bug",
"@DEKHTIARJonathan,\r\nThank you for reporting the bug. This bug exists in TF-Nightly **v2.13.0-dev20230216** Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/767... | 2023-02-16T19:26:31 | 2023-03-28T01:57:56 | 2023-03-28T01:57:53 | CONTRIBUTOR | null | null | null | ### Issue Type
Bug
### Have you reproduced the bug with TF nightly?
Yes
### Tensorflow Version
2.13.0-dev20230216
### Standalone code to reproduce the issue
```python
import tensorflow as tf
def generate_model():
return tf.keras.models.Sequential([
tf.keras.layers.Input(shape=(256, 25... | {
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"I've debugged the issue further and the origin of the slow results was due to the usage of lists. The resulting behaviour remains weird however, being the increase in computation time in each new call of the model.call. A quick and easy fix was to replace the lists by tf.constants.\r\n list = [0, 0.8217, 1.03,... | 2023-02-16T18:00:25 | 2023-02-20T08:25:48 | 2023-02-20T08:25:45 | 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
v2.7.0-rc1-69-gc256c071bb2 2.7.0
### Custom Code
Yes
### OS Platform and Distribution
Windows 10
### Mobile device
_No response_
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