Training examples: Learn math operations and a function from a cloud microphysics model #89
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This commit adds an example program that trains a neural net proxy for the sat_mr function in the simple cloud microphysics module of ICAR. See src/physics/mp_simple.f90 at https://github.com/ncar/icar.
This commit 1. Reports cumulative system_clock time from the start of training by reading the previously accumulated time from the cost.plt file. 2. Separates the module containing the saturated_mixing_ratio function to a new file and adds the NCAR license near the top of that file.
rouson
changed the title
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
This PR adds several new examples of training neural networks to accomplish the following tasks:
[x(1), ..., x(8)]to the following 6 outputs:[x(1)+x(2), x(2)+x(3), x(3)+x(4), x(4)+x(5), x(5)+x(6), x(6)+x(8)][x(1)*x(2), x(2)*x(3), x(3)*x(4), x(4)*x(5), x(5)*x(6), x(6)*x(8)][x(1)**2, x(2)**3, x(3)**4, x(4)**4, x(5)**3, x(6)**2][1 + x(1) + (x(1)**2)/2 + (x(1)**3)/6, x(2), x(3), x(4), x(5), x(6)]sat_mrfrom icar/src/physics/mp_simple.f90