Comments (2)
hey @egmaminta
if you have a look to the examples folder, for example here:
pytorch-widedeep/examples/adult_census.py
Line 107 in e1e6a2a
or in the docs:
https://pytorch-widedeep.readthedocs.io/en/latest/trainer.html#pytorch_widedeep.training.Trainer
you will see that optimizers, callbacks, etc, must be passed when you instantiate the Trainer
, not to the fit
method
In your case:
trainer = Trainer(
model,
objective="multiclass_focal_loss",
optimizers=deep_optimizer, # no need of dict, you can pass it directly
lr_schedulers=deep_sch, # no need of dict, you can pass it directly
callbacks=[model_checkpoint],
metrics=[Accuracy],
)
Hope this helps!
Ciao!
from pytorch-widedeep.
@jrzaurin thank you, good sir! I must've missed that, oops.
from pytorch-widedeep.
Related Issues (20)
- Image Preprocessing takes a lot of time HOT 2
- Not Being able to reproduce Bert results HOT 5
- pytorch vision module error HOT 1
- save_best_only error and NaN during training HOT 9
- CyclicLR throws ZeroDivisionError when finetuning with a single batch. HOT 2
- EarlyStopping does not store and restore the model HOT 5
- Can I use time series data HOT 6
- CUDA error: device-side assert triggered HOT 5
- Wrong paper links on ContrastiveDenoisingTrainer HOT 2
- how to save the best Epoch HOT 11
- Dropout layer being created on forward pass (in MultiHeadedAttention) HOT 1
- about Wide's input dim HOT 5
- ImportError: cannot import name 'LRScheduler' from 'torch.optim.lr_scheduler' HOT 8
- OSError when importing the package HOT 4
- AttributeError: 'TabMlp' object has no attribute 'with_fds' HOT 3
- Colab session crash on .fit HOT 3
- IndexError: index out of range in self HOT 4
- how to use lr warmup in traing stage? HOT 3
- Problems running transformer models HOT 5
- 'TextPreprocessor' object has no attribute 'embedding_matrix' HOT 6
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 pytorch-widedeep.