From 6c146f2767774ed0571475e1b47e6fdbf5ad81dc Mon Sep 17 00:00:00 2001
From: Falko Habel <falko.habel@gmx.de>
Date: Mon, 27 Jan 2025 09:13:22 +0100
Subject: [PATCH] added progressbar for batches

---
 src/pretrain.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/src/pretrain.py b/src/pretrain.py
index 31dce37..45aac3f 100644
--- a/src/pretrain.py
+++ b/src/pretrain.py
@@ -4,8 +4,8 @@ import pandas as pd
 from aiia.model.config import AIIAConfig
 from aiia.model import AIIABase
 from aiia.data.DataLoader import AIIADataLoader
-import os
-import copy
+from tqdm import tqdm
+
 
 def pretrain_model(data_path1, data_path2, num_epochs=3):
     # Read and merge datasets
@@ -49,7 +49,7 @@ def pretrain_model(data_path1, data_path2, num_epochs=3):
     aiia_loader = AIIADataLoader(
         merged_df,
         column="image_bytes",
-        batch_size=4,
+        batch_size=2,
         pretraining=True,
         collate_fn=safe_collate
     )
@@ -75,7 +75,7 @@ def pretrain_model(data_path1, data_path2, num_epochs=3):
         model.train()
         total_train_loss = 0.0
         
-        for batch in train_loader:
+        for batch in tqdm(train_loader):
             if batch is None:
                 continue  # Skip empty batches