From 65f82fc4b52cd7fef23808bb2116b50d97ff7118 Mon Sep 17 00:00:00 2001
From: "sweep-nightly[bot]"
 <131841235+sweep-nightly[bot]@users.noreply.github.com>
Date: Sun, 22 Oct 2023 23:31:02 +0000
Subject: [PATCH 1/3] feat: add tests for main.py

---
 src/test_main.py | 31 +++++++++++++++++++++++++++++++
 1 file changed, 31 insertions(+)
 create mode 100644 src/test_main.py

diff --git a/src/test_main.py b/src/test_main.py
new file mode 100644
index 0000000..9027c45
--- /dev/null
+++ b/src/test_main.py
@@ -0,0 +1,31 @@
+import unittest
+from unittest.mock import Mock, patch
+import torch
+from torchvision import datasets, transforms
+from torch.utils.data import DataLoader
+from main import Net
+
+class TestMain(unittest.TestCase):
+    def setUp(self):
+        self.mock_model = Mock(spec=Net)
+        self.mock_model.forward.return_value = torch.tensor([0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0])
+        self.mock_data_loader = Mock(spec=DataLoader)
+        self.mock_data_loader.return_value = [torch.randn(64, 1, 28, 28), torch.randint(0, 10, (64,))]
+
+    def test_model_initialization(self):
+        model = Net()
+        self.assertIsInstance(model, Net)
+
+    def test_model_forward_pass(self):
+        input_data = torch.randn(64, 1, 28, 28)
+        output = self.mock_model.forward(input_data)
+        self.assertEqual(output.shape, (64, 10))
+
+    def test_data_loader(self):
+        batch = next(iter(self.mock_data_loader))
+        self.assertEqual(len(batch), 2)
+        self.assertEqual(batch[0].shape, (64, 1, 28, 28))
+        self.assertEqual(batch[1].shape, (64,))
+
+if __name__ == "__main__":
+    unittest.main()

From de4594aa2cfb4918dce7097a7fad36b28a9641a4 Mon Sep 17 00:00:00 2001
From: "sweep-nightly[bot]"
 <131841235+sweep-nightly[bot]@users.noreply.github.com>
Date: Sun, 22 Oct 2023 23:32:17 +0000
Subject: [PATCH 2/3] feat: Updated pyproject.toml

---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index b650fdb..0530465 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -8,7 +8,7 @@ authors = ["your-name <your-email>"]
 python = "^3.9"
 fastapi = "0.68.0"
 uvicorn = "0.15.0"
-torch = "*"
+torch = "1.10.0+cpu"
 torchvision = "*"
 pillow = "*"
 pylint = "*"

From e153d497d5aad1631dcd5d1b1a664be54b429b60 Mon Sep 17 00:00:00 2001
From: "sweep-nightly[bot]"
 <131841235+sweep-nightly[bot]@users.noreply.github.com>
Date: Sun, 22 Oct 2023 23:32:54 +0000
Subject: [PATCH 3/3] Sandbox run pyproject.toml

---
 pyproject.toml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 0530465..f96d61f 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -14,4 +14,3 @@ pillow = "*"
 pylint = "*"
 [tool.poetry.group.dev.dependencies]
 pytest = "^7.4.2"
-