60 baseline - #73

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Commits on Jan 9, 2025

Reworked data pipeline and baseline LSTM
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fffd4c4

Commits on Jan 10, 2025

WIP: baseline model debugging
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87d2278
Return only last y value in CryptoDataSet
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1c61516
Adapt to seq2one dataset and wip debugging
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f3bb5ee
CryptoDataSet.__getitem__ returns y tensor as (1,1) not (1,)
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191df73
Switch back to (batch,)
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83d473e
only accuracy and mean pred for val data
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0d991c5
custom wandb project name
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f800b0d
hyp tuning script and slurm batch file
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060f6a9
rename to _sweep
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3e414a9
use less memory
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41b056d
Try to overfitt base model
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8a50ad0
Switch to list of values for hyp params
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cdeaf20
Try new set of hyp params
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90dcb81
Overfit config
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9659f6b
Add weight_decay hyp param
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0049c01
50 cut-off points
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37032a9
fix typo
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e2de734
fix typo
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03b4682
smaller overfit model
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7626139
smaller bs
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540f603
num_workers=4
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8f7731b
bs 8
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6e7c2f3
Revert "num_workers=4"
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428b7f1
bs 1, hidden size 128
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7f46e24
adam lr 1e-4
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7e59285

Commits on Jan 11, 2025

CryptoDataSet n_time_steps parameter
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2ac4f3e
bs 16
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18de40a
hidden size 32, bs 64
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60b5549
baseline model require config
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f42b30c
ruff
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ccb2c10
CryptoDataSet require n_cutoff_points and n_groups_cutoff_points
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7e79ae7
fix passing config to train_model
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d8b230a
set run name
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5076ffb
don't modify wandb config
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bba52f9
pass wandb config from sweep
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7cf9885
split wandb config and dataset config
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38b3967
add fold index to run name
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8048fbd
Do not drop last batch
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e737454
One wandb run per hyp param setting
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a75363f
log stats as table to wandb
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5258347
100 epochs
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f880bbf
drop last val score logging
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1c489fd
log each fold
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d2f8eb8
1000 epochs
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51e08b2
switch to wandb.log only at the end
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a87014c

Commits on Jan 16, 2025

WIP: wandb metrics
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c72d9ce