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In your code, you seem to be only manipulating only parts of the keys and values
all_store_kv['key'].append(self.scale * key[:, :, 512:, :][:, :, dim_neg2_indices, :])
all_store_kv['value'].append(value[:, :, 512:, :][:, :, dim_neg2_indices, :])Is there a reason you do this? Why don't you use the all of the key or value?
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