better architecture
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@@ -50,7 +50,7 @@ class Bird_CNN(nn.Module):
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SkipBlock(c_in=c_hidden, c_out=c_hidden),
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SkipBlock(c_in=c_hidden, c_out=c_hidden),
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SkipBlock(c_in=c_hidden, c_out=c_hidden),
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SkipBlock(c_in=c_hidden, c_out=c_hidden),
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SkipBlock(c_in=c_hidden, c_out=c_hidden),
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SkipBlock(c_in=c_hidden, c_out=c_hidden),
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SkipBlock(c_in=c_hidden, c_out=c_hidden*2),
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SkipBlock(c_in=c_hidden, c_out=c_hidden*2),
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SkipBlock(c_in=c_hidden*2, c_out=c_hidden*2),
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SkipBlock(c_in=c_hidden*2, c_out=c_hidden*2),
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SkipBlock(c_in=c_hidden*2, c_out=c_hidden*2),
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SkipBlock(c_in=c_hidden*2, c_out=c_hidden*2),
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@@ -31,7 +31,7 @@ transform = transforms.Compose([
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device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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model = Bird_CNN(c_in=3, c_hidden=15, c_out=7)
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model =Bird_CNN(c_in=3, c_hidden=64, c_out=7)
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full_path = os.path.join(BUILD_PATH, "bird_cnn")
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full_path = os.path.join(BUILD_PATH, "bird_cnn")
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model.load_state_dict(torch.load(full_path, map_location=torch.device(device)))
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model.load_state_dict(torch.load(full_path, map_location=torch.device(device)))
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model.to(device)
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model.to(device)
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