Image Classification
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Saved Models Weights/cifar10/cifar10_94.58.pth ADDED
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Saved Models Weights/cifar10/cifar10_95.37.pth ADDED
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Saved Models Weights/cifar10/wavemix_cifar10_94.58.txt ADDED
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+ from wavemix.classification import WaveMix
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+
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+ model = WaveMix(
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+ num_classes = 10,
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+ depth = 7,
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+ mult = 2,
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+ ff_channel = 144,
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+ final_dim = 144,
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+ dropout = 0.5,
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+ level=1,
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+ initial_conv = 'strided',
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+ stride = 1
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+
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+ )
Saved Models Weights/cifar10/wavemix_cifar10_95.37.txt ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ from wavemix.classification import WaveMix
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+
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+ model = WaveMix(
4
+ num_classes = 10,
5
+ depth = 8,
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+ mult = 2,
7
+ ff_channel = 320,
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+ final_dim = 320,
9
+ dropout = 0.5,
10
+ level=1,
11
+ initial_conv = 'strided',
12
+ stride = 1
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+
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+ )
Saved Models Weights/cifar100/cifar100_77.82.pth ADDED
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Saved Models Weights/cifar100/cifar100_78.81.pth ADDED
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Saved Models Weights/cifar100/wavemix_cifar100_77.82.txt ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ from wavemix.classification import WaveMix
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+
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+ model = WaveMix(
4
+ num_classes = 100,
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+ depth = 8,
6
+ mult = 2,
7
+ ff_channel = 256,
8
+ final_dim = 256,
9
+ dropout = 0.5,
10
+ level=1,
11
+ initial_conv = 'strided',
12
+ stride = 1
13
+
14
+ )
Saved Models Weights/cifar100/wavemix_cifar100_78.81.txt ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ from wavemix.classification import WaveMix
2
+
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+ model = WaveMix(
4
+ num_classes = 100,
5
+ depth = 10,
6
+ mult = 2,
7
+ ff_channel = 256,
8
+ final_dim = 256,
9
+ dropout = 0.5,
10
+ level=1,
11
+ initial_conv = 'strided',
12
+ stride = 1
13
+
14
+ )
Saved Models Weights/tinyimagenet/tinyimagenet_62.51.pth ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ size 54616113
Saved Models Weights/tinyimagenet/tinyimagenet_62.51.txt ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ model = WaveMix(
2
+ num_classes = 200,
3
+ depth = 12,
4
+ mult = 2,
5
+ ff_channel = 256,
6
+ final_dim = 256,
7
+ dropout = 0.5,
8
+ level=1,
9
+ initial_conv = 'strided',
10
+ stride = 1
11
+
12
+ )