responsive-verbs/ptq_long.yml at master · shanest/responsive-verbs · GitHub

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name: ptq_long
# experiment parameters
num_trials: 30
num_epochs: 20
batch_size: 128
num_worlds: 16
max_cells: 4
# how many data-points per verb/truth-value pair
items_per_bin: 16000
# how many times to try rejection sampling
tries_per_bin: 60000
test_bin_size: 4000
# how often to eval
eval_steps: 100
stop_loss: 0.0
# verbs
verbs:
  - BelieveInfo
  - BeCertain
  - AllOpen
  - WondowLess
# model parameters
num_classes: 2
input_feature: "x"
layers:
  - units: 128
    activation: elu
    dropout: 0.1
  - units: 128
    activation: elu
    dropout: 0.1
  - units: 128
    activation: elu
    dropout: 0.1
  - units: 128
    activation: elu
    dropout: 0.1
# visualization parameters
ylim:
  - 0.8
  - 1.0
inset:
  zoom: 3.25
  xlim:
    - 13500
    - 15000
  ylim:
    - 0.93
    - 0.96