Update app.py

app.py

@@ -1,7 +1,30 @@
-import gradio as gr
+#2022aug31
+#import gradio as gr
 
-def greet(name):
-    return "Hello " + name + "!!"
+#def greet(name):
+#    return "Hello " + name + "!!"
 
-iface = gr.Interface(fn=greet, inputs="text", outputs="text")
-iface.launch()
+#iface = gr.Interface(fn=greet, inputs="text", outputs="text")
+#iface.launch()
+
+import torch
+from torch import nn
+
+model = nn.Sequential(
+    nn.Conv2d(1, 32, 3, padding='same'),
+    nn.ReLU(),
+    nn.MaxPool2d(2),
+    nn.Conv2d(32, 64, 3, padding='same'),
+    nn.ReLU(),
+    nn.MaxPool2d(2),
+    nn.Conv2d(64, 128, 3, padding='same'),
+    nn.ReLU(),
+    nn.MaxPool2d(2),
+    nn.Flatten(),
+    nn.Linear(1152, 256),
+    nn.ReLU(),
+    nn.Linear(256, len(LABELS)),
+)
+state_dict = torch.load('pytorch_model.bin',    map_location='cpu')
+model.load_state_dict(state_dict, strict=False)
+model.eval()