Anaconda new environment with tensorflow 1.14 version
If someone is wondering what went wrong! here is the solution.
There was an overlap of pip and conda install. Steps followed:

conda uninstall tensorflow-gpu==2.2.0
pip uninstall tensorflow-gpu==2.2.0
conda install tensorflow-gpu==1.14.0
I have a conda env with tensorflow 2.2.0 But now I want to create a new env with tensorflow 1.14.0.
I used conda create --name tensorflow1_14 tensorflow-gpu==1.14.0 to create a new env.
But when I tried checking the tensorflow version in this env it still gives me 2.2.0
and when I use conda list it shows the tensorflow-gpu version as 1.14.0
Because of this I cannot use the tf 1.14.0 Where am I going wrong?