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add script for vae
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thatgeeman committed Nov 30, 2024
1 parent 8759987 commit fb40a7a
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Showing 7 changed files with 614 additions and 1,232 deletions.
1 change: 1 addition & 0 deletions .gitignore
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Expand Up @@ -3,6 +3,7 @@ index_files/
_proc/
data/
*/*.pth
outputs/

*.bak
.gitattributes
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4 changes: 2 additions & 2 deletions config/config.yaml
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Expand Up @@ -2,7 +2,7 @@ defaults:
- _self_
- dataset: nyc_taxi

base_dir: ..
base_dir: .
model_dir: ${base_dir}/models
num_workers: 4
device: cuda
Expand All @@ -21,7 +21,7 @@ kernel_size: 5 # kernel size would be (kernel_size, n_signals)
stride: 2 # stride would be (stride, n_signals)
# training
lr: 1e-3
epochs: 50
epochs: 100
wd: 1e-6
# scheduler
patience: 10
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