I am created Tensor Flow (1.15.5) environment using python 3.6
Model name: Intel(R) Xeon(R) CPU E5-2680 v4 @ 2.40GHz
OS：Ubuntu 18.04.5 LTS
import tensorflow as tf
w1=tf.Variable(tf.random_normal(([2,3]),stddev=1.0,seed=1) )
I trying to run Intel Vtune Analysis in tensorflow environment.
vtune --collect hotspot python train.py
After using this command I am getting Error. How to fix this error.
vtune: Error: Valid setenv symbol is not found in the binary of the analysis target.
vtune: Error: Binary file of the analysis target does not contain symbols required for profiling. See the 'Analyzing Statically Linked Binaries' help topic for more details.
You might be getting this error as you have an outdated end-of-life python version. Please refer https://endoflife.date/python
Please try installing later versions i.e. 3.7 or more.
conda install python==3.7
The issue doesn't exist when tried with python 3.7 as shown below:
(tf) :~$ cat train.py
import tensorflow as tf
w1=tf.Variable(tf.random_normal(([2,3]),stddev=1.0,seed=1))
(tf) :~$ vtune -V
Intel(R) VTune(TM) Profiler 2022.3.0 (build 624050) Command Line Tool
Copyright (C) 2009 Intel Corporation. All rights reserved.
(tf) :~$ python -V
Python 3.7.0
(tf) :~$ python -c "import tensorflow as tf; print(tf.__version__)"
1.15.0
(tf) :~$ vtune --collect hotspots python train.py
vtune: Collection started. To stop the collection, either press CTRL-C or enter from another console window: vtune -r /home/jyothisvjames/r002hs -command stop.
WARNING:tensorflow:From train.py:2: The name tf.random_normal is deprecated. Please use tf.random.normal instead.
vtune: Collection stopped.