Layer name | Kernel size | Strides | Output size |
---|---|---|---|
Conv1 | 7 ×7,32 | 1 ×1 | (32,64,200) |
Res1 | \(\left [\begin {array}{lllll} 3\times 3,32\\ 3\times 3,32\end {array}\right ]\times 3\) | 1×1 | (32,64,100) |
Conv2 | 1 ×1,64 | 2 ×2 | (64,32,100) |
Res2 | \(\left [\begin {array}{lllll}3\times 3,64\\ 3\times 3,64\end {array}\right ]\times 4\) | 1×1 | (64,32,100) |
Conv3 | 1 ×1,128 | 2 ×2 | (128,16,50) |
Res3 | \(\left [\begin {array}{lllll}3\times 3,128\\ 3\times 3,128\end {array}\right ]\times 6\) | 1×1 | (128,16,50) |
Conv4 | 1 ×1,256 | 2 ×2 | (256,8,25) |
Res4 | \(\left [\begin {array}{lllll}3\times 3,256\\ 3\times 3,256\end {array}\right ]\times 3\) | 1×1 | (256,8,25) |
Reshape | - | - | (2048,25) |
CASP | 1×512 | 1×1 | (512) |
FC | - | - | (512) |