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dvc.yaml
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stages:
tripletloss:
cmd: python -m src.auxilliary.train clustering
deps:
- data/annotations/
- src/auxilliary/loss.py
- src/auxilliary/train.py
- src/const.py
- src/data/siamese.py
outs:
- models/clustering.pt
default-train:
cmd: python -m src.model.train default
deps:
- data/waterbirds/
- src/const.py
- src/data/waterbirds.py
- src/model/arch.py
- src/model/loss.py
- src/model/train.py
outs:
- models/default.pt
multiloss-train:
cmd: python -m src.model.train multiloss
deps:
- data/waterbirds/
- models/clustering.pt
- src/const.py
- src/data/waterbirds.py
- src/model/arch.py
- src/model/loss.py
- src/model/train.py
outs:
- models/multiloss.pt
default-visualize:
cmd: python -m src.model.evaluate visualize default
deps:
- data/waterbirds/
- models/default.pt
- src/const.py
- src/data/waterbirds.py
- src/model/evaluate.py
outs:
- data/evals/default.png
default-group:
cmd: python -m src.model.evaluate group default
deps:
- data/waterbirds/
- models/default.pt
- src/const.py
- src/data/waterbirds.py
- src/model/evaluate.py
outs:
- data/evals/default.txt
multiloss-visualize:
cmd: python -m src.model.evaluate visualize multiloss
deps:
- data/waterbirds/
- models/multiloss.pt
- src/const.py
- src/data/waterbirds.py
- src/model/evaluate.py
outs:
- data/evals/multiloss.png
multiloss-group:
cmd: python -m src.model.evaluate group multiloss
deps:
- data/waterbirds/
- models/multiloss.pt
- src/const.py
- src/data/waterbirds.py
- src/model/evaluate.py
outs:
- data/evals/multiloss.txt