Initial Commit

train.sh

@@ -1,14 +1,14 @@
 #!/bin/sh
 python -m train \
-	--save_checkpoints_every -1 \
+	--save_checkpoints_every 10 \
     --experiment_name "augment_rotate_75_x8" \
-    --epochs 10 \
-	--optimizer "SGD" \
+    --epochs 300 \
+	--optimizer "ADAM" \
 	--lr 0.001 \
-    --batch_size 32 \
-	--dataset_name "wlasl" \
-	--training_set_path "WLASL100_train.csv" \
-	--validation_set_path "WLASL100_test.csv" \
+    --batch_size 16 \
+	--dataset_name "processed" \
+	--training_set_path "spoter_train.csv" \
+	--validation_set_path "spoter_test.csv" \
 	--vector_length 32 \
 	--epoch_iters -1 \
 	--scheduler_factor 0 \
@@ -16,9 +16,7 @@ python -m train \
 	--filter_easy_triplets \
 	--triplet_loss_margin 1 \
 	--dropout 0.2 \
-	--start_mining_hard=200 \
-	--hard_mining_pre_batch_multipler=16 \
-	--hard_mining_pre_batch_mining_count=5 \
 	--augmentations_prob=0.75 \
 	--hard_mining_scheduler_triplets_threshold=0 \
-	# --normalize_embeddings \
+	--normalize_embeddings \
+    --num_classes 100 \