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} | PR #11981: [ROCM] fixing pjrt_c_api_gpu_test
Imported from GitHub PR https://github.com/openxla/xla/pull/11981
Fixing platform name CUDA/ROCM
@xla-rotation: could you please have a look?
Copybara import of the project:
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d114eb0deb691b5cf6907880f26d241a2813f26d by Pavel Emeliyanenko <pavel.emeliyanenko@amd.com>:
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Imported from GitHub PR https://github.com/openxla/xla/pull/11651
fix GpuPerformanceWithCollectiveModel: communication_time should be Milliseconds
#11650
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A sharding custom call annotates sharding to its operand. If we move a single sharding custom call out of the while body, the sharding annotation may not take effect as expected.
Taking the follow while body as an example,
```
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"Hi @LongZE666 ,\r\n\r\nThanks for reporting. I have reproduced the reported behaviour and attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/b454d163eb8d9e42ef83b4ed9d2dee9d/66768.ipynb) here.\r\n\r\nThe checkfail happening with empty inputs for `indices` and `updates` .\r\n\r\nAttaching snapshot... | 2024-05-01T04:08:30 | 2024-05-02T04:03:11 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.16.1
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.11
### Bazel version
_No response_
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"@SuryanarayanaY I was able to replicate the issue reported [here](https://colab.research.google.com/gist/sushreebarsa/b62989f322e54bf8c02bc03dbad12c2b/66758.ipynb#scrollTo=pHh-zXQZBis2). Thank you!"
] | 2024-05-01T03:53:11 | 2024-05-14T08:03:54 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.16.1
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.11
### Bazel version
_No response_
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"Hi **@LongZE666** ,\r\n\r\n- I tried to run your code on colab using TF v2.16.1, nightly and faced the same issue. Please find the [gist](https://colab.sandbox.google.com/gist/Venkat6871/922b66996b0dc68d2a781f9dac3ea427/66765_2-16-nighlty-v.ipynb) here for reference.\r\n\r\nThank you!"
] | 2024-05-01T03:50:23 | 2024-06-12T06:15:50 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.16.1
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.11
### Bazel version
_No response_
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"@LongZE666,\r\nThank you for reporting the issue. I was able to reproduce the issue on tensorflow v2.15, v2.16 and tf-nightly. Kindly find the gist of it [here](https://colab.sandbox.google.com/gist/tilakrayal/e4624af1befe303c784951661e836fdd/untitled1879.ipynb) and the screenshot of the check fail for the referen... | 2024-05-01T03:46:46 | 2024-05-07T04:02:31 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.16.1
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.11
### Bazel version
_No response_
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"Hi @LongZE666 ,\r\n\r\nThanks for reporting. I have reproduced the reported behaviour and attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/0442a0b113eeb076db37df0f020e80fa/66763.ipynb) here.\r\n\r\nThe checkfail is happening with 1D input to the argument `x` .\r\n\r\nAttaching also snapshot of ... | 2024-05-01T03:41:25 | 2024-05-02T04:12:05 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.16.1
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.11
### Bazel version
_No response_
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"@SuryanarayanaY I was able to replicate the issue reported [here](https://colab.research.google.com/gist/sushreebarsa/99786af3d07690398bc1663c4ae8cf5f/66758.ipynb#scrollTo=jMvP_0CxGr5r). Thank you!"
] | 2024-05-01T03:37:18 | 2024-05-14T08:00:10 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.16.1
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.11
### Bazel version
_No response_
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"Hi **@LongZE666** ,\r\n\r\nI tried to run your code on colab using TF v2.16.1, nightly and faced the same issue. Please find the [gist](https://colab.sandbox.google.com/gist/Venkat6871/3e61e4933bd91cf66a9d0dfa8e747b96/66761_2-16-1-nightly.ipynb) here for reference.\r\n\r\n\r\nThank you!"
] | 2024-05-01T03:33:03 | 2024-05-22T06:14:53 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.16.1
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.11
### Bazel version
_No response_
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"@LongZE666,\r\nThank you for reporting the issue. I was able to reproduce the issue on tensorflow v2.15, v2.16 and tf-nightly. Kindly find the gist of it [here](https://colab.research.google.com/gist/tilakrayal/94914e6fd53e058e0bf639fd22902b51/untitled.ipynb) and the screenshot of the check fail for the reference.... | 2024-05-01T03:27:14 | 2024-06-05T11:31:46 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.16.1
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.11
### Bazel version
_No response_
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"Hi @LongZE666 ,\r\n\r\nThanks for reporting. I have reproduced the reported behaviour and attached [gist](https://colab.sandbox.google.com/gist/SuryanarayanaY/1a801be5879be2d1c7484eb265478542/66759.ipynb) here.\r\n\r\nThe check fail observed when the `inputs` arg `shape` is empty.\r\n\r\nAttaching also snapshot of... | 2024-05-01T03:16:02 | 2024-06-05T11:36:00 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.16.1
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.11
### Bazel version
_No response_
### GCC/compiler ... | {
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"@SuryanarayanaY I was able to replicate the issue reported [here](https://colab.research.google.com/gist/sushreebarsa/b62989f322e54bf8c02bc03dbad12c2b/66758.ipynb). Thank you!"
] | 2024-05-01T03:05:19 | 2024-05-14T07:55:32 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.16.1
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.11
### Bazel version
_No response_
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"Hi **@LongZE666** ,\r\n\r\nI tried to run your code on colab using TF v2.16.1, nightly and faced the same issue. Please find the [gist](https://colab.sandbox.google.com/gist/Venkat6871/94ced89b9c0ea9b2060ef2502c83531c/66757_2-16-1-nightly.ipynb) here for reference.\r\n\r\nThank you!"
] | 2024-05-01T02:59:49 | 2024-05-22T04:10:28 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
tf 2.16.1
### Custom code
Yes
### OS platform and distribution
Ubuntu 20.04
### Mobile device
_No response_
### Python version
3.11
### Bazel version
_No response_
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Ignore verifying computation parameter/result shapes for custom-call async ops
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Buffer assignment allocates a single stack for all asynchronous computations, which persists for the entire duration of the program. We need to account for this by adjusting the memory limit.
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"@Fchaubard,\r\nI suspect you are trying to install the every tensorflow version on CUDA 12.4 only which is not compatible. Could you please uninstall the installed libraries and try to install Clang 16.0.0, Bazel 5.3.0, cuDNN - 8.6,\tCUDA - 11.8 for the tensorflow v2.13 and check the below process.\r\n\r\n```pyt... | 2024-04-30T23:43:13 | 2024-05-18T01:48:21 | 2024-05-18T01:48:19 | NONE | null | null | null | ### Issue type
Build/Install
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.13.1
### Custom code
No
### OS platform and distribution
Ubuntu 20.04.6
### Mobile device
_No response_
### Python version
3.8.10
### Bazel version
_No response_
### GCC/... | {
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CHANGELOG
=========
c1d637433 - Judge unitary-ness relative to scaling.
9000b3767 - Fix new generic nearest integer ops on GPU.
0ee5c90aa - Eigen transpose product
fb95e90f7 - Add truncation op
d5524fc57 - Remove unnecessary semicolons.
ae5280aa8 - F... | {
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FUTURE_COPYBARA_INTEGRATE_REVIEW=https://github.com/tensorflow/tensorflow/pull/66082 from Intel-tensorflow:amin/fp32-quantizev2 a12d7750695ecd014f4cd1583a5db014285c35fc
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"Hi @gustavla ,\r\n\r\nI am in the process of replicating your issue . I will get back to you as soon as poosible. ",
"Hi @gustavla ,\r\n\r\nI replicated your issue and i got the same result as yours . I will try to replicate the issue through an android app and will let you know . ",
"Hi @gustavla ,\r\n\r\nCan... | 2024-04-30T22:23:44 | 2024-06-11T14:33:12 | null | CONTRIBUTOR | null | null | null | **System information**
- Google Pixel 7 / Android 14 / Google Tensor G2
- TensorFlow 2.16.1
Running a simple model with a Add + Mul on both GPU and CPU gives vastly different results (on device CPU confirmed separately to be correct):
```
Arrays are not almost equal to 7 decimals
Mismatched elements: 392911 /... | {
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Turns out the previous commit did not update the runtime, this the FFI failed
with an error when constructing a frame with e.g. bool attributes.
Here I decided to
* Only support signed integer attributes, i.e. leave out unsigned integer
types ... | {
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Reverts changelist 525613555
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Reverts 838b2f22e36d483be7fd6cccbedd30d46497c7f3
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"I am able to reproduce this in the benchmark android_aarch64_benchmark_model of the tf nightly build",
"@sushreebarsa can you take a look?",
"@gestalone Could you please try to upgrade to the latest TF version as memory leak issues are often addressed in subsequent versions. Kindly let us know if it is appeari... | 2024-04-30T21:44:09 | 2024-05-24T07:34:47 | 2024-05-24T07:34:45 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.12.0
### Custom code
Yes
### OS platform and distribution
Cross-build from 'Windows:x86_64' to 'Android:armv8'
### Mobile device
Android with Snapdragon 820
### Python version
_No re... | {
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Updates LLVM usage to match
[a7b968a57834](https://github.com/llvm/llvm-project/commit/a7b968a57834)
Reverts changelist 473051719
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"Hi **@Ybisalt** ,\r\n- Thank you for your issue, I replicated the issue in colab 2.16.1 and faced the same issue. Please find the [gist](https://colab.sandbox.google.com/gist/Venkat6871/14f248fedb26961b4b4dd367853bc4c9/66731_2-16-1.ipynb) for reference.\r\n- Please post this issue on [keras-team/keras repo.](https... | 2024-04-30T20:46:06 | 2024-05-18T01:48:24 | 2024-05-18T01:48:20 | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
Yes
### Source
source
### TensorFlow version
2.8
### Custom code
Yes
### OS platform and distribution
Windows 10
### Mobile device
_No response_
### Python version
3.9
### Bazel version
_No... | {
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Fixes https://github.com/bazelbuild/bazel/issues/21568
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"hi @gustavla ,\r\n\r\nI tired to create the tflite model from the code you provided but i ran into this error and no tflite model was created.\r\n\r\n\r\n\r\n\r\n---------------------------------------------------------------------------\r\nValueError Traceback (most recent call last... | 2024-04-30T20:20:59 | 2024-06-11T14:33:33 | null | CONTRIBUTOR | null | null | null | **System information**
- Compilation: Ubuntu Linux
- Execution: Google Pixel 7 / Android 14 / Google Tensor G2
- Tensorflow 2.16.1
**Standalone code to reproduce the issue**
* Generate model with script below (note, this fails with the reshape, but the TFLiteConverter ends up with a model without the reshape)... | {
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"Hi @gustavla ,\r\n\r\nI ran the code you provided to create the tflite model and i am getting the below error. Can you share me the tflite model itself.\r\n\r\n---------------------------------------------------------------------------\r\nAttributeError Traceback (most recent call last)\... | 2024-04-30T19:58:24 | 2024-06-11T14:33:42 | null | CONTRIBUTOR | null | null | null | **System information**
- Samsung Galaxy S23 / Android 13 / Snapdragon® 8 Gen 2 | SM8550
- TFLite 2.16.1 (stock)
**Standalone code to reproduce the issue**
Code to generate model:
```
import tensorflow as tf
import keras
input_shape = [16, 1]
output_shape = [13, 1]
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"Hi @gustavla ,\r\n\r\nDid you try out this model on other devices? Also can you please provide me the inference code you used on qualcom ai hub ",
"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.",
"I just tried it on a few d... | 2024-04-30T17:44:14 | 2024-06-11T14:33:58 | null | CONTRIBUTOR | null | null | null | **System information**
- Google Pixel 7 / Android 13 / Google Tensor G2
- TFLite 2.16.1 (stock)
**Standalone code to reproduce the issue**
Model asset: [tflite_66721_sha_clip_gpuv2_segfault.tflite](https://qaihub-public-issues.s3.us-west-2.amazonaws.com/tflite/tflite_66721_sha_clip_gpuv2_segfault.tflite)
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Imported from GitHub PR https://github.com/openxla/xla/pull/11597
Support compiling F32, BF16 and S32 constants in cuDNN graph.
This PR is blocked until cuDNN frontend dependency is upgraded to v1.3.
Copybara import of the project:
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"Hi **@andremfreitas** ,\r\n- Ensure that you have CUDA Toolkit version 11.8 or higher installed on your system. You can download the latest version from the NVIDIA website and follow the installation instructions specific to your operating system and CUDA version.\r\n- Verify that your TensorFlow version is compat... | 2024-04-30T17:20:16 | 2024-05-26T10:16:26 | 2024-05-03T11:26:26 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
2.16
### Custom code
Yes
### OS platform and distribution
Linux Ubuntu 22.04.3 LTS
### Mobile device
_No response_
### Python version
3.10
### Bazel version
_No response_
### GCC/com... | {
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"Hi @gustavla ,\r\n\r\nHave you tried replicating this particular issue on other android devices or this happens only on galaxy s23?",
"@sawantkumar I also tried it on a Google Pixel 7 and it also falls back to CPU.",
"Hi @gustavla ,\r\n\r\nI ran the code to create the tflite model but it gave me the below erro... | 2024-04-30T16:15:55 | 2024-06-04T06:33:09 | null | CONTRIBUTOR | null | null | null | **System information**
- Samsung Galaxy S23 / Android 13 / Snapdragon® 8 Gen 2 | SM8550
- TFLite 2.16.1 (also repros on many older versions)
**Standalone code to reproduce the issue**
Compile the model that fails:
```
import tensorflow as tf
import keras
input0_shape = [2, 2, 1]
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} | Integrate LLVM at llvm/llvm-project@f4843acd839f
Updates LLVM usage to match
[f4843acd839f](https://github.com/llvm/llvm-project/commit/f4843acd839f)
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The only exception is bfloat16, because I wans't sure what is the right native
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"Hi @AS005209 ,\r\n\r\nPlease check this [link](https://github.com/tensorflow/examples/tree/master/lite/examples/audio_classification/android) for the audio classification android example and let me know if this is the one you were looking for. ",
"This issue is stale because it has been open for 7 days with no a... | 2024-04-30T14:56:50 | 2024-06-07T01:51:01 | 2024-06-07T01:51:00 | NONE | null | null | null | I couldn't find anywhere else to post, so I'll just put it here.
Good afternoon
I am a 2nd year student, studying to be a software engineer
I decided to study the topic of sound recognition, I would like to see and parse a ready project to work with tflite, which is offered by teachablemachine. Here is the link it g... | {
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This is a variant of HloFindIf that doesn't require instruction and fusion adaptors.
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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/66705\">Yes</a>\n<a href=\"https://docs.google.com/forms/d/e/1FAIpQ... | 2024-04-30T12:50:16 | 2024-04-30T13:49:46 | 2024-04-30T13:49:43 | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tf 1.14
### Custom code
Yes
### OS platform and distribution
Ubuntu 16.04
### Mobile device
_No response_
### Python version
3.6
### Bazel version
_No response_
### GCC/compiler vers... | {
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This allows lowering of threefry2x32 for GPU even on a machine without GPUs.
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Both RemoveUnusedSymbols and RemoveUnusedDims find unused dims and symbols. Therefore, it would not be efficient to run this part twice when we want to remove both symbols and dimensions.
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"Hi @Raphaelzrf ,\r\n\r\nI don't have a vivo x100 to replicate this issue , but i have vivo x80 and the GPU delegate works fine on that device. What i can suggest you is to use is tflite benchmark tool [tflite benchmark tool](https://www.tensorflow.org/lite/performance/measurement) and see if there is a difference ... | 2024-04-30T12:02:37 | 2024-05-31T03:15:17 | null | NONE | null | null | null | ### Issue type
Bug
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
source
### TensorFlow version
tensorflow-lite-task-text:0.3.0 tensorflow-lite-gpu-delegate-plugin:0.4.4 tensorflow-lite-gpu:2.13.0 tensorflow-lite:2.14.0 tensorflow-lite-support:0.4.4
### Custom code
Yes
### OS platform ... | {
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} | [xla:cpu] Add new file `runtime_handle_ffi_call.h/cc` to support typed FFI
Part of #10056
Co-authored-by: pparuzel paruzelp@google.com
Co-authored-by: Adam-Banas adambanas@google.com
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"@lida2003,\r\nCould you please confirm whether the difference in Accuracy & Loss has happened in GPU/CPU with both tensorflow v2.15, v2.16? Also I will also try to debug more on this issue and provide the resolution. Thank you!",
"> @lida2003,\r\n> Could you please confirm whether the difference in Accuracy & Lo... | 2024-04-30T11:08:24 | 2024-06-11T13:13:20 | null | NONE | null | null | null | ### Issue type
Support
### Have you reproduced the bug with TensorFlow Nightly?
No
### Source
binary
### TensorFlow version
2.15.0+nv24.03 GPU version, check this link: https://forums.developer.nvidia.com/t/multiple-executive-warnings-after-switching-tensorflow-from-2-16-1-cpu-to-v60dp-tensorflow-2... | {
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