Comments (4)
Okay I got it, apparently windows cant create folders with semicolon in its filename, which appears in the timestamp. I removed the timestamp(or semicolon) and it works now
from image-super-resolution.
Okay I got it too
So we need to set the monitor metrics to be specifically one of the following keys, cant use the default "val_generator_PSNR". ie example use "val_generator_PSNR_Y"
{'train_d_real_loss': 0.060769938, 'train_d_real_acc': 1.0, 'train_d_fake_loss': 0.027885916, 'train_d_fake_acc': 1.0, 'train_loss': 0.18021318, 'train_generator_loss': 0.1242274, 'train_discriminator_loss': 4.2881703, 'train_feature_extractor_loss': 2.6231012, 'train_generator_PSNR_Y': 17.87545}
{'val_loss': 0.14819694967009128, 'val_generator_loss': 0.1413433525711298, 'val_discriminator_loss': 0.6808462247252465, 'val_feature_extractor_loss': 2.6356906309723853, 'val_generator_PSNR_Y': 17.35666718482971}
from image-super-resolution.
I have an issue now, the code doesnt save my hdf5 weights after end of epochs training, any reasons why?
from image-super-resolution.
Okay I got it, apparently windows cant create folders with semicolon in its filename, which appears in the timestamp. I removed the timestamp(or semicolon) and it works now
Cool, I was not aware of this issue, thank you for pointing it out. I will look into a fix.
Okay I got it too
So we need to set the monitor metrics to be specifically one of the following keys, cant use the default "val_generator_PSNR". ie example use "val_generator_PSNR_Y"}
There needs to be at least one monitored metric amongst the available metrics. If not, it should only save the weights during the fallback saves. I will double check the behavior.
I am strongly considering to remove a weight saving logic in favor of a "save every epoch, mark if it is best on some metric" kind of logic, especially due to the difficulties while evaluating the perceptual quality (when GANS and VGG loss are introduced).
Thank you for your effort!
from image-super-resolution.
Related Issues (20)
- super resolution for 3d data clouds
- ValueError: Input 0 of layer "generator" is incompatible with the layer HOT 1
- ISR Dependency functools32 Fails Install using Poetry HOT 2
- colab
- conflicting dependencies HOT 5
- predict image conatins many abnormal pixel block
- Download model weights connection timed out HOT 1
- none
- Can't install on colab HOT 2
- Export to tflite model
- pip installation fails on modern images (Colab, Kaggle) HOT 3
- Increasing value of step_per_epoch give unexpected outputs
- macOS install error HOT 1
- Training on greyscale dataset HOT 1
- Optimizer problem HOT 1
- Upload to TFLITE
- Converted to TFLITE.
- How to return history of validation generator loss in ISR
- a
- #CPU issue HOT 2
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 image-super-resolution.