video2x/models/rife/rife-UHD/contextnet.param
K4YT3X 627f3d84a4
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feat(rife): add support for frame interpolation and RIFE (#1244)
* feat: add RIFE files and processor/interpolator abstractions
* feat: add `rife` as processor option
* feat: add frame interpolation math except first frame
* feat: complete motion interpolation and add scene detection
* feat: improve Vulkan device validation
* fix: fix casting issues and variable names
* refactor: improve error-checking; add abstractions and factories
* refactor: improve readability of the frames processor
* docs: update changelog

Signed-off-by: k4yt3x <i@k4yt3x.com>
2024-12-01 09:55:56 +00:00

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Input input.1 0 1 input.1
Input flow.1 0 1 flow.1
UnaryOp flow.0 1 1 flow.1 flow.0 0=1
Convolution Conv_0 1 1 input.1 45 0=32 1=3 3=2 4=1 5=1 6=864
PReLU PRelu_1 1 1 45 47 0=32
Split splitncnn_0 1 2 47 47_splitncnn_0 47_splitncnn_1
Convolution Conv_2 1 1 47_splitncnn_1 48 0=32 1=3 3=2 4=1 6=9216
Convolution Conv_3 1 1 47_splitncnn_0 49 0=32 1=3 3=2 4=1 5=1 6=9216
PReLU PRelu_4 1 1 49 51 0=32
Convolution Conv_5 1 1 51 52 0=32 1=3 4=1 5=1 6=9216
Split splitncnn_1 1 2 52 52_splitncnn_0 52_splitncnn_1
Pooling ReduceMean_7 1 1 52_splitncnn_1 54 0=1 4=1
InnerProduct Conv_8 1 1 54 57 0=16 2=512 9=2 -23310=1,1.143919e+00
InnerProduct Conv_10 1 1 57 59 0=32 2=512 9=4
BinaryOp Mul_12 2 1 52_splitncnn_0 59 60 0=2
BinaryOp Add_13 2 1 60 48 61
PReLU PRelu_14 1 1 61 63 0=32
Split splitncnn_2 1 3 63 63_splitncnn_0 63_splitncnn_1 63_splitncnn_2
Interp Resize_16 1 1 flow.0 73 0=2 1=5.000000e-01 2=5.000000e-01
BinaryOp Mul_18 1 1 73 75 0=2 1=1 2=5.000000e-01
Split splitncnn_3 1 2 75 75_splitncnn_0 75_splitncnn_1
rife.Warp Warp_24 2 1 63_splitncnn_2 75_splitncnn_1 f1
Convolution Conv_25 1 1 63_splitncnn_1 82 0=64 1=3 3=2 4=1 6=18432
Convolution Conv_26 1 1 63_splitncnn_0 83 0=64 1=3 3=2 4=1 5=1 6=18432
PReLU PRelu_27 1 1 83 85 0=64
Convolution Conv_28 1 1 85 86 0=64 1=3 4=1 5=1 6=36864
Split splitncnn_4 1 2 86 86_splitncnn_0 86_splitncnn_1
Pooling ReduceMean_30 1 1 86_splitncnn_1 88 0=1 4=1
InnerProduct Conv_31 1 1 88 91 0=16 2=1024 9=2 -23310=1,3.006833e-01
InnerProduct Conv_33 1 1 91 93 0=64 2=1024 9=4
BinaryOp Mul_35 2 1 86_splitncnn_0 93 94 0=2
BinaryOp Add_36 2 1 94 82 95
PReLU PRelu_37 1 1 95 97 0=64
Split splitncnn_5 1 3 97 97_splitncnn_0 97_splitncnn_1 97_splitncnn_2
Interp Resize_39 1 1 75_splitncnn_0 107 0=2 1=5.000000e-01 2=5.000000e-01
BinaryOp Mul_41 1 1 107 109 0=2 1=1 2=5.000000e-01
Split splitncnn_6 1 2 109 109_splitncnn_0 109_splitncnn_1
rife.Warp Warp_47 2 1 97_splitncnn_2 109_splitncnn_1 f2
Convolution Conv_48 1 1 97_splitncnn_1 116 0=128 1=3 3=2 4=1 6=73728
Convolution Conv_49 1 1 97_splitncnn_0 117 0=128 1=3 3=2 4=1 5=1 6=73728
PReLU PRelu_50 1 1 117 119 0=128
Convolution Conv_51 1 1 119 120 0=128 1=3 4=1 5=1 6=147456
Split splitncnn_7 1 2 120 120_splitncnn_0 120_splitncnn_1
Pooling ReduceMean_53 1 1 120_splitncnn_1 122 0=1 4=1
InnerProduct Conv_54 1 1 122 125 0=16 2=2048 9=2 -23310=1,7.002444e-02
InnerProduct Conv_56 1 1 125 127 0=128 2=2048 9=4
BinaryOp Mul_58 2 1 120_splitncnn_0 127 128 0=2
BinaryOp Add_59 2 1 128 116 129
PReLU PRelu_60 1 1 129 131 0=128
Split splitncnn_8 1 3 131 131_splitncnn_0 131_splitncnn_1 131_splitncnn_2
Interp Resize_62 1 1 109_splitncnn_0 141 0=2 1=5.000000e-01 2=5.000000e-01
BinaryOp Mul_64 1 1 141 143 0=2 1=1 2=5.000000e-01
Split splitncnn_9 1 2 143 143_splitncnn_0 143_splitncnn_1
rife.Warp Warp_70 2 1 131_splitncnn_2 143_splitncnn_1 f3
Convolution Conv_71 1 1 131_splitncnn_1 150 0=256 1=3 3=2 4=1 6=294912
Convolution Conv_72 1 1 131_splitncnn_0 151 0=256 1=3 3=2 4=1 5=1 6=294912
PReLU PRelu_73 1 1 151 153 0=256
Convolution Conv_74 1 1 153 154 0=256 1=3 4=1 5=1 6=589824
Split splitncnn_10 1 2 154 154_splitncnn_0 154_splitncnn_1
Pooling ReduceMean_76 1 1 154_splitncnn_1 156 0=1 4=1
InnerProduct Conv_77 1 1 156 159 0=16 2=4096 9=2 -23310=1,6.568319e-02
InnerProduct Conv_79 1 1 159 161 0=256 2=4096 9=4
BinaryOp Mul_81 2 1 154_splitncnn_0 161 162 0=2
BinaryOp Add_82 2 1 162 150 163
PReLU PRelu_83 1 1 163 165 0=256
Interp Resize_85 1 1 143_splitncnn_0 175 0=2 1=5.000000e-01 2=5.000000e-01
BinaryOp Mul_87 1 1 175 177 0=2 1=1 2=5.000000e-01
rife.Warp Warp_93 2 1 165 177 f4