How can I disable ROCm console outputs in jupyter notebook when using tensorflow?

[witeko]

Issue Type

Documentation Feature Request

Have you reproduced the bug with TF nightly?

Yes

Source

source

Tensorflow Version

any

Custom Code

No

OS Platform and Distribution

Ubuntu 22.04

Mobile device

No response

Python version

No response

Bazel version

No response

GCC/Compiler version

No response

CUDA/cuDNN version

No response

GPU model and memory

No response

Current Behaviour?

How can I disable ROCm console outputs such as:
"2023-05-27 12:28:47.983480: I tensorflow/core/common_runtime/gpu_fusion_pass.cc:507] ROCm Fusion is enabled.
2023-05-27 12:28:47.983910: I tensorflow/core/common_runtime/gpu_fusion_pass.cc:507] ROCm Fusion is enabled.
2023-05-27 12:28:47.984174: I tensorflow/core/common_runtime/gpu_fusion_pass.cc:507] ROCm Fusion is enabled.
2023-05-27 12:28:47.984671: I tensorflow/core/common_runtime/gpu_fusion_pass.cc:507] ROCm Fusion is enabled.
2023-05-27 12:28:47.984925: I tensorflow/core/common_runtime/gpu_fusion_pass.cc:507] ROCm Fusion is enabled.
2023-05-27 12:28:47.985701: I tensorflow/core/common_runtime/gpu_fusion_pass.cc:507] ROCm Fusion is enabled.
2023-05-27 12:28:47.985955: I tensorflow/core/common_runtime/gpu_fusion_pass.cc:507] ROCm Fusion is enabled."

Standalone code to reproduce the issue

Any model fitting.

Relevant log output

No response

[ZappaBoy]

I use the following to disable the logs. Set the following based on your needs:

self.rocm_logging_level = -1  # -1 disables logs
os.environ['MIOPEN_ENABLE_LOGGING'] = f'{1 if self.rocm_logging_level > 0 else 0}'
os.environ['MIOPEN_ENABLE_LOGGING_CMD'] = f'{1 if self.rocm_logging_level > 0 else 0}'
os.environ['MIOPEN_LOG_LEVEL'] = f'{self.rocm_logging_level}'
os.environ['TF_CPP_MAX_VLOG_LEVEL'] = f'{self.rocm_logging_level}'

You can simply change rocm_logging_level based on Debug And Logging specifications.

However I have not yet been able to disable the SetTensor/CopyTensor logs, I'm going to open an issue about this.