Comments (3)
Hi, we're also experiencing this issue (but with a different size):
File "trainmdrnn.py", line 202, in <module>
train(e)
File "trainmdrnn.py", line 168, in data_pass
latent_obs, latent_next_obs = to_latent(obs, next_obs)
File "trainmdrnn.py", line 106, in to_latent
[(obs_mu, obs_logsigma), (next_obs_mu, next_obs_logsigma)]]
File "trainmdrnn.py", line 105, in <listcomp>
for x_mu, x_logsigma in
RuntimeError: shape '[16, 32, 32]' is invalid for input of size 36864```
from world-models.
Never mind, we just solved the problem by changing the SIZE in utils/misc.py
to 96 instead of 64.
from world-models.
@waiyc, you'll want to add drop_last=True
as an argument to the DataLoader. This resolved the problem for me, as the difference in batch sizes caused the error.
https://github.com/ctallec/world-models/blob/master/trainmdrnn.py#L79
from world-models.
Related Issues (20)
- Shouldn't this be outside the for loop? HOT 3
- Data generation script: No module named 'utils' HOT 3
- Different transform in trainvae.py & trainmdrnn.py HOT 2
- sleep(0.1) leads to infty loops HOT 3
- inconsisent MDRNN / MDRNNCell behavoir HOT 3
- Splitting of Train and Validation / Test set HOT 1
- one question about gmm_loss function HOT 1
- Possible error when predicting next action (class RolloutGenerator) HOT 7
- a multi-process problem in the controller
- Training the controller and getting stuck in local minima HOT 5
- The definition of GMM linear layer may wrong? Or I have missed something? HOT 4
- Multiprocessing very slow HOT 2
- issue about gmm_loss HOT 2
- Controller Input HOT 1
- the train_controller always break off when trainning about 15min
- MDRNN losses extremely low due to numerical instability?
- problem about training VAE
- MDRNN doesn't train properly on carracing?
- Worker dying issue with controller training
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 world-models.