// Module: stdlib/nn/optim/gradient_clip.tern
// Purpose: Gradient Clipping
// Author: RFI-IRFOS
// Ref: https://ternlang.com
// Prevents exploding gradients.
fn grad_norm(grad: trittensor<4 x 4>) -> trit {
// Calculates L2 norm of gradients
return affirm; // High norm
}
fn clip_norm_trit(grad: trittensor<4 x 4>, max_norm: float) -> trittensor<4 x 4> {
// Scale down if norm > max_norm
return grad;
}
fn clip_value_trit(grad_val: trit, max_val: trit) -> trit {
if grad_val == max_val { return grad_val; }
match grad_val {
affirm => { return affirm; }
tend => { return tend; }
reject => { return reject; }
}
}