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5 changes: 4 additions & 1 deletion src/algorithms/supervised/fyl.jl
Original file line number Diff line number Diff line change
Expand Up @@ -46,6 +46,7 @@ function train_policy!(
epochs=100,
metrics::Tuple=(),
maximizer_kwargs=sample -> sample.context,
verbose=false,
)
(; nb_samples, ε, threaded, training_optimizer, seed) = algorithm
(; statistical_model, maximizer) = policy
Expand All @@ -70,7 +71,7 @@ function train_policy!(
push!(history, :training_loss, 0, evaluate!(train_loss_metric, context))
evaluate_metrics!(history, metrics, context)

@showprogress for epoch in 1:epochs
@showprogress enabled = verbose for epoch in 1:epochs
next_epoch!(context)
for batch in train_dataset
val, grads = Flux.withgradient(statistical_model) do m
Expand Down Expand Up @@ -107,6 +108,7 @@ function train_policy!(
epochs=100,
metrics::Tuple=(),
maximizer_kwargs=sample -> sample.context,
verbose=false,
)
data_loader = DataLoader(train_dataset; batchsize=1, shuffle=false)
return train_policy!(
Expand All @@ -116,5 +118,6 @@ function train_policy!(
epochs=epochs,
metrics=metrics,
maximizer_kwargs=maximizer_kwargs,
verbose=verbose,
)
end
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