Comments (1)
I would have assumed that the Total number of examples was the summation of training and validation events, but it is not. What does it represent then? In single telescope runs it coincides with the summation of traMinor suggestion: Number of training steps per validation should be changed to Number of training steps between validations. I got very confused trying to understand what it meant.
ining and validation events.
This is a bug, the logger output for array-level models is incorrect. See #48.
Minor suggestion: Number of training steps per validation should be changed to Number of training steps between validations. I got very confused trying to understand what it meant.
Duly noted.
How could I produce something similar to the plots in config/v_0_2_0_benchmark/readme.md?
You can view all of the metrics and plots, and the training time, using Tensorboard, which reads from the saved output files. You can view the progress in real time or after the run is finished. See here for instructions.
One more question: since the number of training steps per epoch is different but the number of epochs is the same in each config.yml, how come that the last checkpoint is always in step 37500?
The word "epochs" is being used in two different senses; this should be changed. In the logging output, an epoch means the number of batches/steps in the training set, while in the config file it means the number of batches/steps between validations.
from ctlearn.
Related Issues (20)
- Implementation of multitask models
- Error in pip install --upgrade . HOT 2
- Give error message when loading a model with an invalid data mode HOT 3
- Migrate to TensorFlow 2.X HOT 2
- Store keras models in onnx format
- Enable the usage of the focal loss function HOT 1
- Implement GraphNets
- Enable GitHub Actions as default CI
- Conda package for CTLearn HOT 2
- Transfer content from README to Sphinx docs
- Enable parametric input for CTLearn models
- Fix hardcoded version before 0.6.2
- add_sst1m_digicam
- Add additional scripts to plot reconstructed values of the regression task HOT 1
- CTLearn Zenodo's record unaccessible ? HOT 3
- Broken example_config.yml link in documentation
- pyproject.toml missing HOT 1
- Dependencies not declared HOT 1
- Use `setuptools_scm` instead of custom versioning script HOT 1
- conda package is architecture dependent although it could be noarch
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from ctlearn.