Trying to use Tensorflow with RTX 3090 Errors

These are just informational messages as they are prefixed with I, if it is the error message they would be prefixed with E or W for warnings are as shown below:

2020-12-30 21:30:27.549172: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cupti64_101.dll

2020-12-30 21:30:27.599977: W tensorflow/core/framework/allocator.cc:101] Allocation of 37171200 exceeds 10% of system memory.

2021-12-30 21:30:27.704083: E tensorflow/core/profiler/internal/gpu/cupti_tracer.cc:1307] function cupti_interface_->Subscribe( &subscriber_, (CUpti_CallbackFunc)ApiCallback, this)failed with error CUPTI_ERROR_INSUFFICIENT_PRIVILEGES

You can surpass these warnings using below code:

import os
os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'

You can also check executing this code:

import tensorflow as tf
print("Num GPUs Available: ", len(tf.config.list_physical_devices('GPU')))