Réinitialisez tous les poids keras
for layer in model.layers:
if isinstance(layer, tf.keras.Model):
reset_weights(layer)
continue
for k, initializer in layer.__dict__.items():
if "initializer" not in k:
continue
# find the corresponding variable
var = getattr(layer, k.replace("_initializer", ""))
var.assign(initializer(var.shape, var.dtype))
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