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video2x/models/rife/rife-v2/flownet.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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117 135
Input input0 0 1 input0
Input input1 0 1 input1
Concat input.1 2 1 input0 input1 input.1
Split splitncnn_input0 1 7 input.1 input.1_splitncnn_0 input.1_splitncnn_1 input.1_splitncnn_2 input.1_splitncnn_3 input.1_splitncnn_4 input.1_splitncnn_5 input.1_splitncnn_6
Interp Resize_1 1 1 input.1_splitncnn_6 114 0=2 1=1.250000e-01 2=1.250000e-01
Convolution Conv_2 1 1 114 115 0=192 1=3 3=2 4=1 5=1 6=10368
PReLU PRelu_3 1 1 115 117 0=192
Convolution Conv_4 1 1 117 118 0=384 1=3 3=2 4=1 5=1 6=663552
PReLU PRelu_5 1 1 118 120 0=384
Convolution Conv_6 1 1 120 121 0=384 1=3 4=1 5=1 6=1327104
PReLU PRelu_7 1 1 121 123 0=384
Convolution Conv_8 1 1 123 124 0=384 1=3 4=1 5=1 6=1327104
PReLU PRelu_9 1 1 124 126 0=384
Convolution Conv_10 1 1 126 127 0=384 1=3 4=1 5=1 6=1327104
PReLU PRelu_11 1 1 127 129 0=384
Convolution Conv_12 1 1 129 130 0=384 1=3 4=1 5=1 6=1327104
PReLU PRelu_13 1 1 130 132 0=384
Convolution Conv_14 1 1 132 133 0=384 1=3 4=1 5=1 6=1327104
PReLU PRelu_15 1 1 133 135 0=384
Convolution Conv_16 1 1 135 136 0=384 1=3 4=1 5=1 6=1327104
PReLU PRelu_17 1 1 136 138 0=384
Deconvolution ConvTranspose_18 1 1 138 139 0=4 1=4 3=2 4=1 5=1 6=24576
Interp Resize_20 1 1 139 149 0=2 1=8.000000e+00 2=8.000000e+00
Split splitncnn_0 1 4 149 149_splitncnn_0 149_splitncnn_1 149_splitncnn_2 149_splitncnn_3
Interp Resize_22 1 1 149_splitncnn_3 159 0=2 1=2.000000e+00 2=2.000000e+00
BinaryOp Mul_24 1 1 159 161 0=2 1=1 2=2.000000e+00
Split splitncnn_1 1 3 161 161_splitncnn_0 161_splitncnn_1 161_splitncnn_2
Crop Slice_29 1 1 input.1_splitncnn_5 166 -23309=1,0 -23310=1,3 -23311=1,0
Crop Slice_34 1 1 161_splitncnn_2 171 -23309=1,0 -23310=1,2 -23311=1,0
rife.Warp Warp_40 2 1 166 171 177
Crop Slice_45 1 1 input.1_splitncnn_4 182 -23309=1,3 -23310=1,2147483647 -23311=1,0
Crop Slice_50 1 1 161_splitncnn_1 187 -23309=1,2 -23310=1,4 -23311=1,0
rife.Warp Warp_56 2 1 182 187 193
Concat Concat_57 3 1 177 193 161_splitncnn_0 194
Interp Resize_59 1 1 194 204 0=2 1=2.500000e-01 2=2.500000e-01
Convolution Conv_60 1 1 204 205 0=128 1=3 3=2 4=1 5=1 6=11520
PReLU PRelu_61 1 1 205 207 0=128
Convolution Conv_62 1 1 207 208 0=256 1=3 3=2 4=1 5=1 6=294912
PReLU PRelu_63 1 1 208 210 0=256
Convolution Conv_64 1 1 210 211 0=256 1=3 4=1 5=1 6=589824
PReLU PRelu_65 1 1 211 213 0=256
Convolution Conv_66 1 1 213 214 0=256 1=3 4=1 5=1 6=589824
PReLU PRelu_67 1 1 214 216 0=256
Convolution Conv_68 1 1 216 217 0=256 1=3 4=1 5=1 6=589824
PReLU PRelu_69 1 1 217 219 0=256
Convolution Conv_70 1 1 219 220 0=256 1=3 4=1 5=1 6=589824
PReLU PRelu_71 1 1 220 222 0=256
Convolution Conv_72 1 1 222 223 0=256 1=3 4=1 5=1 6=589824
PReLU PRelu_73 1 1 223 225 0=256
Convolution Conv_74 1 1 225 226 0=256 1=3 4=1 5=1 6=589824
PReLU PRelu_75 1 1 226 228 0=256
Deconvolution ConvTranspose_76 1 1 228 229 0=4 1=4 3=2 4=1 5=1 6=16384
Interp Resize_78 1 1 229 239 0=2 1=4.000000e+00 2=4.000000e+00
Split splitncnn_2 1 3 239 239_splitncnn_0 239_splitncnn_1 239_splitncnn_2
BinaryOp Add_79 2 1 149_splitncnn_2 239_splitncnn_2 240
Interp Resize_81 1 1 240 250 0=2 1=2.000000e+00 2=2.000000e+00
BinaryOp Mul_83 1 1 250 252 0=2 1=1 2=2.000000e+00
Split splitncnn_3 1 3 252 252_splitncnn_0 252_splitncnn_1 252_splitncnn_2
Crop Slice_88 1 1 input.1_splitncnn_3 257 -23309=1,0 -23310=1,3 -23311=1,0
Crop Slice_93 1 1 252_splitncnn_2 262 -23309=1,0 -23310=1,2 -23311=1,0
rife.Warp Warp_99 2 1 257 262 268
Crop Slice_104 1 1 input.1_splitncnn_2 273 -23309=1,3 -23310=1,2147483647 -23311=1,0
Crop Slice_109 1 1 252_splitncnn_1 278 -23309=1,2 -23310=1,4 -23311=1,0
rife.Warp Warp_115 2 1 273 278 284
Concat Concat_116 3 1 268 284 252_splitncnn_0 285
Interp Resize_118 1 1 285 295 0=2 1=5.000000e-01 2=5.000000e-01
Convolution Conv_119 1 1 295 296 0=96 1=3 3=2 4=1 5=1 6=8640
PReLU PRelu_120 1 1 296 298 0=96
Convolution Conv_121 1 1 298 299 0=192 1=3 3=2 4=1 5=1 6=165888
PReLU PRelu_122 1 1 299 301 0=192
Convolution Conv_123 1 1 301 302 0=192 1=3 4=1 5=1 6=331776
PReLU PRelu_124 1 1 302 304 0=192
Convolution Conv_125 1 1 304 305 0=192 1=3 4=1 5=1 6=331776
PReLU PRelu_126 1 1 305 307 0=192
Convolution Conv_127 1 1 307 308 0=192 1=3 4=1 5=1 6=331776
PReLU PRelu_128 1 1 308 310 0=192
Convolution Conv_129 1 1 310 311 0=192 1=3 4=1 5=1 6=331776
PReLU PRelu_130 1 1 311 313 0=192
Convolution Conv_131 1 1 313 314 0=192 1=3 4=1 5=1 6=331776
PReLU PRelu_132 1 1 314 316 0=192
Convolution Conv_133 1 1 316 317 0=192 1=3 4=1 5=1 6=331776
PReLU PRelu_134 1 1 317 319 0=192
Deconvolution ConvTranspose_135 1 1 319 320 0=4 1=4 3=2 4=1 5=1 6=12288
Interp Resize_137 1 1 320 330 0=2 1=2.000000e+00 2=2.000000e+00
Split splitncnn_4 1 2 330 330_splitncnn_0 330_splitncnn_1
BinaryOp Add_138 2 1 149_splitncnn_1 239_splitncnn_1 331
BinaryOp Add_139 2 1 331 330_splitncnn_1 332
Interp Resize_141 1 1 332 342 0=2 1=2.000000e+00 2=2.000000e+00
BinaryOp Mul_143 1 1 342 344 0=2 1=1 2=2.000000e+00
Split splitncnn_5 1 3 344 344_splitncnn_0 344_splitncnn_1 344_splitncnn_2
Crop Slice_148 1 1 input.1_splitncnn_1 349 -23309=1,0 -23310=1,3 -23311=1,0
Crop Slice_153 1 1 344_splitncnn_2 354 -23309=1,0 -23310=1,2 -23311=1,0
rife.Warp Warp_159 2 1 349 354 360
Crop Slice_164 1 1 input.1_splitncnn_0 365 -23309=1,3 -23310=1,2147483647 -23311=1,0
Crop Slice_169 1 1 344_splitncnn_1 370 -23309=1,2 -23310=1,4 -23311=1,0
rife.Warp Warp_175 2 1 365 370 376
Concat Concat_176 3 1 360 376 344_splitncnn_0 377
Convolution Conv_177 1 1 377 378 0=48 1=3 3=2 4=1 5=1 6=4320
PReLU PRelu_178 1 1 378 380 0=48
Convolution Conv_179 1 1 380 381 0=96 1=3 3=2 4=1 5=1 6=41472
PReLU PRelu_180 1 1 381 383 0=96
Convolution Conv_181 1 1 383 384 0=96 1=3 4=1 5=1 6=82944
PReLU PRelu_182 1 1 384 386 0=96
Convolution Conv_183 1 1 386 387 0=96 1=3 4=1 5=1 6=82944
PReLU PRelu_184 1 1 387 389 0=96
Convolution Conv_185 1 1 389 390 0=96 1=3 4=1 5=1 6=82944
PReLU PRelu_186 1 1 390 392 0=96
Convolution Conv_187 1 1 392 393 0=96 1=3 4=1 5=1 6=82944
PReLU PRelu_188 1 1 393 395 0=96
Convolution Conv_189 1 1 395 396 0=96 1=3 4=1 5=1 6=82944
PReLU PRelu_190 1 1 396 398 0=96
Convolution Conv_191 1 1 398 399 0=96 1=3 4=1 5=1 6=82944
PReLU PRelu_192 1 1 399 401 0=96
Deconvolution ConvTranspose_193 1 1 401 402 0=4 1=4 3=2 4=1 5=1 6=6144
BinaryOp Add_194 2 1 149_splitncnn_0 239_splitncnn_0 403
BinaryOp Add_195 2 1 403 330_splitncnn_0 404
BinaryOp Add_196 2 1 404 402 flow
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