Plonk / configs /exp /osv_5m_geoadalnmlp_von_fisher.yaml
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# @package _global_
defaults:
- override /dataset: osv5m_emb
- override /model: von_fisher
- override /model/network: geo_adaln_mlp_von_fisher
- override /model/loss: von_fisher
- override /model/val_sampler: von_fisher
- override /model/test_sampler: von_fisher
- _self_
model:
network:
depth: 11 # To compensate the increase in params
dim: 512
optimizer:
optim:
lr: 1e-4
weight_decay: 0.05
dataset:
full_batch_size: 1024
trainer:
gradient_clip_val: 0.05
gradient_clip_algorithm: norm
experiment_name_suffix: von_fisher