Comments (3)
Hi @aibharata
When we want to stop the training early with medicalai via a callback called EarlyStopping, it gives an error at line 209 in the file "medicalai/chief/core.py". How should the data be defined here, because it is desired to behave like a string first and then a dictionary. Can you share sample data?
Error line
if bestModelCond is not None and bestModelCond.lower() != 'default': print('\n[INFO]: ENGINE INITIALIZED WITH "SAVING BEST MODEL" and Early Stopping MODE\n') earlystop_callback = tf.keras.callbacks.EarlyStopping( monitor=bestModelCond['monitor'], min_delta=bestModelCond['min_delta'], patience=bestModelCond['patience'] ) if callbacks is None: callbacks=[earlystop_callback] else: callbacks.append(earlystop_callback)
Hi @aibharata
is there any progress on this?
from medicalai.
Hi @zeynepkoyun,
Thank you for bringing this to our notice. There are a few bugs here. bestModelCond = 'default'
should have initialized the conditions, but it doesn't as of now.
Currently, it expects a dictionary. You can initialize and pass bestModelCond like this :
bestModelCond = {
monitor='val_accuracy',
patience=8,
min_delta=0.001,
}
We will issue a bug fix in a few days to support more conditions.
By the way, which version are you using currently? 1.1.59 or 1.2.9.2rc0
from medicalai.
Merhaba @zeynepkoyun ,
Bunu dikkatimize sunduğunuz için teşekkür ederiz. Burada birkaç bug var.
bestModelCond = 'default'
koşulları başlatmalıydı, ama şu an için değil.Şu anda, bir sözlük bekliyor. bestModelCond'u şu şekilde başlatabilir ve iletebilirsiniz:
bestModelCond = { monitor='val_accuracy', patience=8, min_delta=0.001, }
Daha fazla koşulu desteklemek için birkaç gün içinde bir hata düzeltmesi yayınlayacağız.
Bu arada, şu anda hangi sürümü kullanıyorsunuz?
1.1.59 or 1.2.9.2rc0
Hi @aibharata
I'll try and let you know.
The version I am currently using is 1.1.59.
I will be waiting for the new version.
from medicalai.
Related Issues (4)
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 medicalai.