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add standalone version of S4 with some options stripped out, and diag… #2

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add standalone version of S4 with some options stripped out, and diag… #2

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19 changes: 19 additions & 0 deletions configs/model/layer/s4_simple.yaml
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Original file line number Diff line number Diff line change
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_name_: simple
d_state: 64
channels: 1
bidirectional: false
activation: gelu
postact: null
dropout: ${..dropout} # Same as null
measure: legs
dt_min: 0.001
dt_max: 0.1
trainable:
dt: true
A: true
P: true
B: true
lr: 0.001
mode: nplr
l_max: ${oc.select:dataset.__l_max,1} # Grab dataset length if exists, otherwise set to 1 and kernel will automatically resize
verbose: false
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