aboutsummaryrefslogtreecommitdiff
path: root/extensions-builtin/Lora/network_full.py
diff options
context:
space:
mode:
Diffstat (limited to 'extensions-builtin/Lora/network_full.py')
-rw-r--r--extensions-builtin/Lora/network_full.py22
1 files changed, 22 insertions, 0 deletions
diff --git a/extensions-builtin/Lora/network_full.py b/extensions-builtin/Lora/network_full.py
new file mode 100644
index 00000000..109b4c2c
--- /dev/null
+++ b/extensions-builtin/Lora/network_full.py
@@ -0,0 +1,22 @@
+import network
+
+
+class ModuleTypeFull(network.ModuleType):
+ def create_module(self, net: network.Network, weights: network.NetworkWeights):
+ if all(x in weights.w for x in ["diff"]):
+ return NetworkModuleFull(net, weights)
+
+ return None
+
+
+class NetworkModuleFull(network.NetworkModule):
+ def __init__(self, net: network.Network, weights: network.NetworkWeights):
+ super().__init__(net, weights)
+
+ self.weight = weights.w.get("diff")
+
+ def calc_updown(self, orig_weight):
+ output_shape = self.weight.shape
+ updown = self.weight.to(orig_weight.device, dtype=orig_weight.dtype)
+
+ return self.finalize_updown(updown, orig_weight, output_shape)