DeepLens-Test

Test task for GSoC 2022 about the project DeepLens.

Common Test I. Multi-Class Classification

Environment:

• Pytoch 1.10.0+cu112
• Python 3.8
• NVIDIA RTX 3080

Detailed information can be got in ./CommonTest/Common_Test1.ipynb.

pretrain_model can be got here

Test III. Learning Mass of Dark Matter Halo

Environment:

• Pytoch 1.10.0+cu112
• Python 3.8
• NVIDIA RTX 3080

File organization of this task should be as following:

|--- Test III
    |--- checkpoint
    |--- lens_data
        |--- xxx.npy
        |--- xxx.npy
        ...
    |--- test description.csv
    |--- Test III.ipynb
    |--- train description.csv
    |--- utils.py
    |--- val description.csv
    |--- y.npy

Detailed information can be got in ./Test III/Test III.ipynb.

pretrain_model can be got here