pytorch-examples

1. simple_ad.py: a simple auto differentiation code using Pytorch

2. simple_lr.py: a simple linear regression code using Pytorch module

3. fluidsim.py: a fluid simulation using auto differentiation to optimize its velocity model.

4. sin.py: sin(x) and its gradient verification as cos(x). An example from the Julia paper: A differentiable programming system...

Update Report

@ 02/12/20

1. Add .gitignore to this project.
2. Fix the bug in /fwi_dl/Wave1D_AGfunc.py, this bug causes the script could not run on GPU device.