Fixes

1 files changed, 12 insertions, 6 deletions

diff --git a/train_ti.py b/train_ti.py
index 8c63493..89f4113 100644
--- a/train_ti.py
+++ b/train_ti.py
@@ -160,6 +160,12 @@ def parse_args():
         help="A collection to filter the dataset.",
     )
     parser.add_argument(
+        "--validation_prompts",
+        type=str,
+        nargs="*",
+        help="Prompts for additional validation images",
+    )
+    parser.add_argument(
         "--seed", type=int, default=None, help="A seed for reproducible training."
     )
     parser.add_argument(
@@ -456,7 +462,7 @@ def parse_args():
     parser.add_argument(
         "--sample_steps",
         type=int,
-        default=10,
+        default=15,
         help="Number of steps for sample generation. Higher values will result in more detailed samples, but longer runtimes.",
     )
     parser.add_argument(
@@ -852,11 +858,6 @@ def main():
         sample_image_size=args.sample_image_size,
     )
 
-    optimizer = create_optimizer(
-        text_encoder.text_model.embeddings.token_embedding.parameters(),
-        lr=args.learning_rate,
-    )
-
     data_generator = torch.Generator(device="cpu").manual_seed(args.seed)
     data_npgenerator = np.random.default_rng(args.seed)
 
@@ -957,6 +958,11 @@ def main():
         avg_loss_val = AverageMeter()
         avg_acc_val = AverageMeter()
 
+        optimizer = create_optimizer(
+            text_encoder.text_model.embeddings.token_embedding.parameters(),
+            lr=args.learning_rate,
+        )
+
         while True:
             if len(auto_cycles) != 0:
                 response = auto_cycles.pop(0)