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air-quality-forecasting's Introduction

3rd Place submission to AI4VN - Air Quality Forecasting Challenge

Notes:

- Các config và chạy train, test được mô tả trong file config/config.yaml
- Chỉnh sửa các config của model ở trong folder config/model
- Model daqff có số lượng tham số nhỏ hơn daqff-large (model được sử dụng để submit)

Train

Chạy full config

docker run --rm airqualityforecasting ++mode=train ++device=cpu model=daqff-large

Chạy với config có sẵn trong config.yaml

docker run --rm airqualityforecasting

Chỉnh sửa config trong config.yaml

Test

Command line

docker run --rm airqualityforecasting ++mode=test

Chỉnh sửa config:

mode=test

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