16 lines
445 B
Python
16 lines
445 B
Python
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import torch
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def make_weight_cp(t, wa, wb):
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temp = torch.einsum('i j k l, j r -> i r k l', t, wb)
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return torch.einsum('i j k l, i r -> r j k l', temp, wa)
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def rebuild_conventional(up, down, shape, dyn_dim=None):
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up = up.reshape(up.size(0), -1)
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down = down.reshape(down.size(0), -1)
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if dyn_dim is not None:
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up = up[:, :dyn_dim]
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down = down[:dyn_dim, :]
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return (up @ down).reshape(shape)
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