Comments (2)
The script works in my environment:
python 3.6
pytorch 1.4
(jmpark_py36) rit@rit:/media/rit/HDD/Engineering/RNN-Time-series-Anomaly-Detection$ python 1_train_predictor.py --data nyc_taxi --filename nyc_taxi.pkl
=> Start training from scratch
-----------------------------------------------------------------------------------------
Namespace(augment=True, batch_size=64, bptt=50, clip=10, data='nyc_taxi', device='cuda', dropout=0.2, emsize=32, epochs=400, eval_batch_size=64, filename='nyc_taxi.pkl', log_interval=10, lr=0.0002, model='LSTM', nhid=32, nlayers=2, prediction_window_size=10, pretrained=False, res_connection=False, resume=False, save_fig=False, save_interval=10, seed=1111, teacher_forcing_ratio=0.7, tied=False, weight_decay=0.0001)
-----------------------------------------------------------------------------------------
| epoch 1 | 10/ 31 batches | ms/batch 52.9033 | loss 2.21
| epoch 1 | 20/ 31 batches | ms/batch 46.2340 | loss 2.01
| epoch 1 | 30/ 31 batches | ms/batch 46.1436 | loss 2.00
-----------------------------------------------------------------------------------------
| end of epoch 1 | time: 1.84s | valid loss 1.9104 |
Please specify your environment.
from rnn-time-series-anomaly-detection.
It worked, thank you.
from rnn-time-series-anomaly-detection.
Related Issues (20)
- training loop
- loss function
- [BUG]: Model saving logic is wrong HOT 1
- [BUG]: Computing normal stats is wrong
- UnicodeDecodeError on Windows10 HOT 3
- Training on Custom Dataset
- Operation does not have an identity.
- What if you have taxi data from multiple states?
- repackage_hidden의 역할이 뭔가요? HOT 1
- The program is stuck when running SRU, there is no prompt message
- error changes HOT 1
- Runtime error running example HOT 3
- resume problem
- RuntimeError when using tie_weights=True
- Labels of the datasets HOT 1
- paper
- 调通代码
- what data augmentation method you use?
- A question about the size of the rnn input emb in function forward HOT 1
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 rnn-time-series-anomaly-detection.