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video2x/models/rife/rife-UHD/flownet.param

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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 input0 0 1 input0
Input input1 0 1 input1
Concat input.1 2 1 input0 input1 input.1
Interp Resize_1 1 1 input.1 454 0=2 1=5.000000e-01 2=5.000000e-01
Split splitncnn_0 1 7 454 454_splitncnn_0 454_splitncnn_1 454_splitncnn_2 454_splitncnn_3 454_splitncnn_4 454_splitncnn_5 454_splitncnn_6
Interp Resize_3 1 1 454_splitncnn_6 464 0=2 1=1.250000e-01 2=1.250000e-01
Convolution Conv_4 1 1 464 466 0=192 1=5 3=2 4=2 5=1 6=28800
PReLU PRelu_6 1 1 466 468 0=192
Split splitncnn_1 1 2 468 468_splitncnn_0 468_splitncnn_1
Convolution Conv_7 1 1 468_splitncnn_1 470 0=192 1=5 4=2 5=1 6=921600
PReLU PRelu_9 1 1 470 472 0=192
Convolution Conv_10 1 1 472 474 0=192 1=3 4=1 5=1 6=331776
Split splitncnn_2 1 2 474 474_splitncnn_0 474_splitncnn_1
Pooling ReduceMean_13 1 1 474_splitncnn_1 476 0=1 4=1
InnerProduct Conv_14 1 1 476 479 0=16 2=3072 9=2 -23310=1,1.428942e-02
InnerProduct Conv_16 1 1 479 481 0=192 2=3072 9=4
BinaryOp Mul_18 2 1 474_splitncnn_0 481 482 0=2
BinaryOp Add_19 2 1 482 468_splitncnn_0 483
PReLU PRelu_20 1 1 483 485 0=192
Split splitncnn_3 1 2 485 485_splitncnn_0 485_splitncnn_1
Convolution Conv_21 1 1 485_splitncnn_1 487 0=192 1=5 4=2 5=1 6=921600
PReLU PRelu_23 1 1 487 489 0=192
Convolution Conv_24 1 1 489 491 0=192 1=3 4=1 5=1 6=331776
Split splitncnn_4 1 2 491 491_splitncnn_0 491_splitncnn_1
Pooling ReduceMean_27 1 1 491_splitncnn_1 493 0=1 4=1
InnerProduct Conv_28 1 1 493 496 0=16 2=3072 9=2 -23310=1,3.543398e-01
InnerProduct Conv_30 1 1 496 498 0=192 2=3072 9=4
BinaryOp Mul_32 2 1 491_splitncnn_0 498 499 0=2
BinaryOp Add_33 2 1 499 485_splitncnn_0 500
PReLU PRelu_34 1 1 500 502 0=192
Split splitncnn_5 1 2 502 502_splitncnn_0 502_splitncnn_1
Convolution Conv_35 1 1 502_splitncnn_1 504 0=192 1=5 4=2 5=1 6=921600
PReLU PRelu_37 1 1 504 506 0=192
Convolution Conv_38 1 1 506 508 0=192 1=3 4=1 5=1 6=331776
Split splitncnn_6 1 2 508 508_splitncnn_0 508_splitncnn_1
Pooling ReduceMean_41 1 1 508_splitncnn_1 510 0=1 4=1
InnerProduct Conv_42 1 1 510 513 0=16 2=3072 9=2 -23310=1,5.366787e-01
InnerProduct Conv_44 1 1 513 515 0=192 2=3072 9=4
BinaryOp Mul_46 2 1 508_splitncnn_0 515 516 0=2
BinaryOp Add_47 2 1 516 502_splitncnn_0 517
PReLU PRelu_48 1 1 517 519 0=192
Split splitncnn_7 1 2 519 519_splitncnn_0 519_splitncnn_1
Convolution Conv_49 1 1 519_splitncnn_1 521 0=192 1=5 4=2 5=1 6=921600
PReLU PRelu_51 1 1 521 523 0=192
Convolution Conv_52 1 1 523 525 0=192 1=3 4=1 5=1 6=331776
Split splitncnn_8 1 2 525 525_splitncnn_0 525_splitncnn_1
Pooling ReduceMean_55 1 1 525_splitncnn_1 527 0=1 4=1
InnerProduct Conv_56 1 1 527 530 0=16 2=3072 9=2 -23310=1,-4.889974e-03
InnerProduct Conv_58 1 1 530 532 0=192 2=3072 9=4
BinaryOp Mul_60 2 1 525_splitncnn_0 532 533 0=2
BinaryOp Add_61 2 1 533 519_splitncnn_0 534
PReLU PRelu_62 1 1 534 536 0=192
Split splitncnn_9 1 2 536 536_splitncnn_0 536_splitncnn_1
Convolution Conv_63 1 1 536_splitncnn_1 538 0=192 1=5 4=2 5=1 6=921600
PReLU PRelu_65 1 1 538 540 0=192
Convolution Conv_66 1 1 540 542 0=192 1=3 4=1 5=1 6=331776
Split splitncnn_10 1 2 542 542_splitncnn_0 542_splitncnn_1
Pooling ReduceMean_69 1 1 542_splitncnn_1 544 0=1 4=1
InnerProduct Conv_70 1 1 544 547 0=16 2=3072 9=2 -23310=1,-1.182169e-02
InnerProduct Conv_72 1 1 547 549 0=192 2=3072 9=4
BinaryOp Mul_74 2 1 542_splitncnn_0 549 550 0=2
BinaryOp Add_75 2 1 550 536_splitncnn_0 551
PReLU PRelu_76 1 1 551 553 0=192
Split splitncnn_11 1 2 553 553_splitncnn_0 553_splitncnn_1
Convolution Conv_77 1 1 553_splitncnn_1 555 0=192 1=5 4=2 5=1 6=921600
PReLU PRelu_79 1 1 555 557 0=192
Convolution Conv_80 1 1 557 559 0=192 1=3 4=1 5=1 6=331776
Split splitncnn_12 1 2 559 559_splitncnn_0 559_splitncnn_1
Pooling ReduceMean_83 1 1 559_splitncnn_1 561 0=1 4=1
InnerProduct Conv_84 1 1 561 564 0=16 2=3072 9=2 -23310=1,2.179182e-01
InnerProduct Conv_86 1 1 564 566 0=192 2=3072 9=4
BinaryOp Mul_88 2 1 559_splitncnn_0 566 567 0=2
BinaryOp Add_89 2 1 567 553_splitncnn_0 568
PReLU PRelu_90 1 1 568 570 0=192
Convolution Conv_91 1 1 570 571 0=8 1=3 4=1 5=1 6=13824
PixelShuffle DepthToSpace_92 1 1 571 572 0=2
Interp Resize_94 1 1 572 582 0=2 1=8.000000e+00 2=8.000000e+00
Split splitncnn_13 1 6 582 582_splitncnn_0 582_splitncnn_1 582_splitncnn_2 582_splitncnn_3 582_splitncnn_4 582_splitncnn_5
Crop Slice_99 1 1 454_splitncnn_5 587 -23309=1,0 -23310=1,3 -23311=1,0
rife.Warp Warp_105 2 1 587 582_splitncnn_5 593
Crop Slice_110 1 1 454_splitncnn_4 598 -23309=1,3 -23310=1,2147483647 -23311=1,0
UnaryOp Neg_111 1 1 582_splitncnn_4 599 0=1
rife.Warp Warp_117 2 1 598 599 605
Concat Concat_118 3 1 593 605 582_splitncnn_3 606
Interp Resize_120 1 1 606 616 0=2 1=2.500000e-01 2=2.500000e-01
Convolution Conv_121 1 1 616 618 0=128 1=5 3=2 4=2 5=1 6=25600
PReLU PRelu_123 1 1 618 620 0=128
Split splitncnn_14 1 2 620 620_splitncnn_0 620_splitncnn_1
Convolution Conv_124 1 1 620_splitncnn_1 622 0=128 1=5 4=2 5=1 6=409600
PReLU PRelu_126 1 1 622 624 0=128
Convolution Conv_127 1 1 624 626 0=128 1=3 4=1 5=1 6=147456
Split splitncnn_15 1 2 626 626_splitncnn_0 626_splitncnn_1
Pooling ReduceMean_130 1 1 626_splitncnn_1 628 0=1 4=1
InnerProduct Conv_131 1 1 628 631 0=16 2=2048 9=2 -23310=1,-3.599843e-03
InnerProduct Conv_133 1 1 631 633 0=128 2=2048 9=4
BinaryOp Mul_135 2 1 626_splitncnn_0 633 634 0=2
BinaryOp Add_136 2 1 634 620_splitncnn_0 635
PReLU PRelu_137 1 1 635 637 0=128
Split splitncnn_16 1 2 637 637_splitncnn_0 637_splitncnn_1
Convolution Conv_138 1 1 637_splitncnn_1 639 0=128 1=5 4=2 5=1 6=409600
PReLU PRelu_140 1 1 639 641 0=128
Convolution Conv_141 1 1 641 643 0=128 1=3 4=1 5=1 6=147456
Split splitncnn_17 1 2 643 643_splitncnn_0 643_splitncnn_1
Pooling ReduceMean_144 1 1 643_splitncnn_1 645 0=1 4=1
InnerProduct Conv_145 1 1 645 648 0=16 2=2048 9=2 -23310=1,2.117399e-01
InnerProduct Conv_147 1 1 648 650 0=128 2=2048 9=4
BinaryOp Mul_149 2 1 643_splitncnn_0 650 651 0=2
BinaryOp Add_150 2 1 651 637_splitncnn_0 652
PReLU PRelu_151 1 1 652 654 0=128
Split splitncnn_18 1 2 654 654_splitncnn_0 654_splitncnn_1
Convolution Conv_152 1 1 654_splitncnn_1 656 0=128 1=5 4=2 5=1 6=409600
PReLU PRelu_154 1 1 656 658 0=128
Convolution Conv_155 1 1 658 660 0=128 1=3 4=1 5=1 6=147456
Split splitncnn_19 1 2 660 660_splitncnn_0 660_splitncnn_1
Pooling ReduceMean_158 1 1 660_splitncnn_1 662 0=1 4=1
InnerProduct Conv_159 1 1 662 665 0=16 2=2048 9=2 -23310=1,2.712289e-01
InnerProduct Conv_161 1 1 665 667 0=128 2=2048 9=4
BinaryOp Mul_163 2 1 660_splitncnn_0 667 668 0=2
BinaryOp Add_164 2 1 668 654_splitncnn_0 669
PReLU PRelu_165 1 1 669 671 0=128
Split splitncnn_20 1 2 671 671_splitncnn_0 671_splitncnn_1
Convolution Conv_166 1 1 671_splitncnn_1 673 0=128 1=5 4=2 5=1 6=409600
PReLU PRelu_168 1 1 673 675 0=128
Convolution Conv_169 1 1 675 677 0=128 1=3 4=1 5=1 6=147456
Split splitncnn_21 1 2 677 677_splitncnn_0 677_splitncnn_1
Pooling ReduceMean_172 1 1 677_splitncnn_1 679 0=1 4=1
InnerProduct Conv_173 1 1 679 682 0=16 2=2048 9=2 -23310=1,8.141350e-02
InnerProduct Conv_175 1 1 682 684 0=128 2=2048 9=4
BinaryOp Mul_177 2 1 677_splitncnn_0 684 685 0=2
BinaryOp Add_178 2 1 685 671_splitncnn_0 686
PReLU PRelu_179 1 1 686 688 0=128
Split splitncnn_22 1 2 688 688_splitncnn_0 688_splitncnn_1
Convolution Conv_180 1 1 688_splitncnn_1 690 0=128 1=5 4=2 5=1 6=409600
PReLU PRelu_182 1 1 690 692 0=128
Convolution Conv_183 1 1 692 694 0=128 1=3 4=1 5=1 6=147456
Split splitncnn_23 1 2 694 694_splitncnn_0 694_splitncnn_1
Pooling ReduceMean_186 1 1 694_splitncnn_1 696 0=1 4=1
InnerProduct Conv_187 1 1 696 699 0=16 2=2048 9=2 -23310=1,4.956326e-02
InnerProduct Conv_189 1 1 699 701 0=128 2=2048 9=4
BinaryOp Mul_191 2 1 694_splitncnn_0 701 702 0=2
BinaryOp Add_192 2 1 702 688_splitncnn_0 703
PReLU PRelu_193 1 1 703 705 0=128
Split splitncnn_24 1 2 705 705_splitncnn_0 705_splitncnn_1
Convolution Conv_194 1 1 705_splitncnn_1 707 0=128 1=5 4=2 5=1 6=409600
PReLU PRelu_196 1 1 707 709 0=128
Convolution Conv_197 1 1 709 711 0=128 1=3 4=1 5=1 6=147456
Split splitncnn_25 1 2 711 711_splitncnn_0 711_splitncnn_1
Pooling ReduceMean_200 1 1 711_splitncnn_1 713 0=1 4=1
InnerProduct Conv_201 1 1 713 716 0=16 2=2048 9=2 -23310=1,1.553750e-01
InnerProduct Conv_203 1 1 716 718 0=128 2=2048 9=4
BinaryOp Mul_205 2 1 711_splitncnn_0 718 719 0=2
BinaryOp Add_206 2 1 719 705_splitncnn_0 720
PReLU PRelu_207 1 1 720 722 0=128
Convolution Conv_208 1 1 722 723 0=8 1=3 4=1 5=1 6=9216
PixelShuffle DepthToSpace_209 1 1 723 724 0=2
Interp Resize_211 1 1 724 734 0=2 1=4.000000e+00 2=4.000000e+00
Split splitncnn_26 1 3 734 734_splitncnn_0 734_splitncnn_1 734_splitncnn_2
BinaryOp Add_212 2 1 582_splitncnn_2 734_splitncnn_2 735
Split splitncnn_27 1 3 735 735_splitncnn_0 735_splitncnn_1 735_splitncnn_2
Crop Slice_217 1 1 454_splitncnn_3 740 -23309=1,0 -23310=1,3 -23311=1,0
rife.Warp Warp_223 2 1 740 735_splitncnn_2 746
Crop Slice_228 1 1 454_splitncnn_2 751 -23309=1,3 -23310=1,2147483647 -23311=1,0
UnaryOp Neg_229 1 1 735_splitncnn_1 752 0=1
rife.Warp Warp_235 2 1 751 752 758
Concat Concat_236 3 1 746 758 735_splitncnn_0 759
Interp Resize_238 1 1 759 769 0=2 1=5.000000e-01 2=5.000000e-01
Convolution Conv_239 1 1 769 771 0=96 1=5 3=2 4=2 5=1 6=19200
PReLU PRelu_241 1 1 771 773 0=96
Split splitncnn_28 1 2 773 773_splitncnn_0 773_splitncnn_1
Convolution Conv_242 1 1 773_splitncnn_1 775 0=96 1=5 4=2 5=1 6=230400
PReLU PRelu_244 1 1 775 777 0=96
Convolution Conv_245 1 1 777 779 0=96 1=3 4=1 5=1 6=82944
Split splitncnn_29 1 2 779 779_splitncnn_0 779_splitncnn_1
Pooling ReduceMean_248 1 1 779_splitncnn_1 781 0=1 4=1
InnerProduct Conv_249 1 1 781 784 0=16 2=1536 9=2 -23310=1,1.670981e-03
InnerProduct Conv_251 1 1 784 786 0=96 2=1536 9=4
BinaryOp Mul_253 2 1 779_splitncnn_0 786 787 0=2
BinaryOp Add_254 2 1 787 773_splitncnn_0 788
PReLU PRelu_255 1 1 788 790 0=96
Split splitncnn_30 1 2 790 790_splitncnn_0 790_splitncnn_1
Convolution Conv_256 1 1 790_splitncnn_1 792 0=96 1=5 4=2 5=1 6=230400
PReLU PRelu_258 1 1 792 794 0=96
Convolution Conv_259 1 1 794 796 0=96 1=3 4=1 5=1 6=82944
Split splitncnn_31 1 2 796 796_splitncnn_0 796_splitncnn_1
Pooling ReduceMean_262 1 1 796_splitncnn_1 798 0=1 4=1
InnerProduct Conv_263 1 1 798 801 0=16 2=1536 9=2 -23310=1,3.868800e-01
InnerProduct Conv_265 1 1 801 803 0=96 2=1536 9=4
BinaryOp Mul_267 2 1 796_splitncnn_0 803 804 0=2
BinaryOp Add_268 2 1 804 790_splitncnn_0 805
PReLU PRelu_269 1 1 805 807 0=96
Split splitncnn_32 1 2 807 807_splitncnn_0 807_splitncnn_1
Convolution Conv_270 1 1 807_splitncnn_1 809 0=96 1=5 4=2 5=1 6=230400
PReLU PRelu_272 1 1 809 811 0=96
Convolution Conv_273 1 1 811 813 0=96 1=3 4=1 5=1 6=82944
Split splitncnn_33 1 2 813 813_splitncnn_0 813_splitncnn_1
Pooling ReduceMean_276 1 1 813_splitncnn_1 815 0=1 4=1
InnerProduct Conv_277 1 1 815 818 0=16 2=1536 9=2 -23310=1,3.475277e-01
InnerProduct Conv_279 1 1 818 820 0=96 2=1536 9=4
BinaryOp Mul_281 2 1 813_splitncnn_0 820 821 0=2
BinaryOp Add_282 2 1 821 807_splitncnn_0 822
PReLU PRelu_283 1 1 822 824 0=96
Split splitncnn_34 1 2 824 824_splitncnn_0 824_splitncnn_1
Convolution Conv_284 1 1 824_splitncnn_1 826 0=96 1=5 4=2 5=1 6=230400
PReLU PRelu_286 1 1 826 828 0=96
Convolution Conv_287 1 1 828 830 0=96 1=3 4=1 5=1 6=82944
Split splitncnn_35 1 2 830 830_splitncnn_0 830_splitncnn_1
Pooling ReduceMean_290 1 1 830_splitncnn_1 832 0=1 4=1
InnerProduct Conv_291 1 1 832 835 0=16 2=1536 9=2 -23310=1,7.044167e-02
InnerProduct Conv_293 1 1 835 837 0=96 2=1536 9=4
BinaryOp Mul_295 2 1 830_splitncnn_0 837 838 0=2
BinaryOp Add_296 2 1 838 824_splitncnn_0 839
PReLU PRelu_297 1 1 839 841 0=96
Split splitncnn_36 1 2 841 841_splitncnn_0 841_splitncnn_1
Convolution Conv_298 1 1 841_splitncnn_1 843 0=96 1=5 4=2 5=1 6=230400
PReLU PRelu_300 1 1 843 845 0=96
Convolution Conv_301 1 1 845 847 0=96 1=3 4=1 5=1 6=82944
Split splitncnn_37 1 2 847 847_splitncnn_0 847_splitncnn_1
Pooling ReduceMean_304 1 1 847_splitncnn_1 849 0=1 4=1
InnerProduct Conv_305 1 1 849 852 0=16 2=1536 9=2 -23310=1,1.834324e-01
InnerProduct Conv_307 1 1 852 854 0=96 2=1536 9=4
BinaryOp Mul_309 2 1 847_splitncnn_0 854 855 0=2
BinaryOp Add_310 2 1 855 841_splitncnn_0 856
PReLU PRelu_311 1 1 856 858 0=96
Split splitncnn_38 1 2 858 858_splitncnn_0 858_splitncnn_1
Convolution Conv_312 1 1 858_splitncnn_1 860 0=96 1=5 4=2 5=1 6=230400
PReLU PRelu_314 1 1 860 862 0=96
Convolution Conv_315 1 1 862 864 0=96 1=3 4=1 5=1 6=82944
Split splitncnn_39 1 2 864 864_splitncnn_0 864_splitncnn_1
Pooling ReduceMean_318 1 1 864_splitncnn_1 866 0=1 4=1
InnerProduct Conv_319 1 1 866 869 0=16 2=1536 9=2 -23310=1,3.572731e-01
InnerProduct Conv_321 1 1 869 871 0=96 2=1536 9=4
BinaryOp Mul_323 2 1 864_splitncnn_0 871 872 0=2
BinaryOp Add_324 2 1 872 858_splitncnn_0 873
PReLU PRelu_325 1 1 873 875 0=96
Convolution Conv_326 1 1 875 876 0=8 1=3 4=1 5=1 6=6912
PixelShuffle DepthToSpace_327 1 1 876 877 0=2
Interp Resize_329 1 1 877 887 0=2 1=2.000000e+00 2=2.000000e+00
Split splitncnn_40 1 2 887 887_splitncnn_0 887_splitncnn_1
BinaryOp Add_330 2 1 582_splitncnn_1 734_splitncnn_1 888
BinaryOp Add_331 2 1 888 887_splitncnn_1 889
Split splitncnn_41 1 3 889 889_splitncnn_0 889_splitncnn_1 889_splitncnn_2
Crop Slice_336 1 1 454_splitncnn_1 894 -23309=1,0 -23310=1,3 -23311=1,0
rife.Warp Warp_342 2 1 894 889_splitncnn_2 900
Crop Slice_347 1 1 454_splitncnn_0 905 -23309=1,3 -23310=1,2147483647 -23311=1,0
UnaryOp Neg_348 1 1 889_splitncnn_1 906 0=1
rife.Warp Warp_354 2 1 905 906 912
Concat Concat_355 3 1 900 912 889_splitncnn_0 913
Convolution Conv_356 1 1 913 915 0=48 1=5 3=2 4=2 5=1 6=9600
PReLU PRelu_358 1 1 915 917 0=48
Split splitncnn_42 1 2 917 917_splitncnn_0 917_splitncnn_1
Convolution Conv_359 1 1 917_splitncnn_1 919 0=48 1=5 4=2 5=1 6=57600
PReLU PRelu_361 1 1 919 921 0=48
Convolution Conv_362 1 1 921 923 0=48 1=3 4=1 5=1 6=20736
Split splitncnn_43 1 2 923 923_splitncnn_0 923_splitncnn_1
Pooling ReduceMean_365 1 1 923_splitncnn_1 925 0=1 4=1
InnerProduct Conv_366 1 1 925 928 0=16 2=768 9=2 -23310=1,2.075541e-02
InnerProduct Conv_368 1 1 928 930 0=48 2=768 9=4
BinaryOp Mul_370 2 1 923_splitncnn_0 930 931 0=2
BinaryOp Add_371 2 1 931 917_splitncnn_0 932
PReLU PRelu_372 1 1 932 934 0=48
Split splitncnn_44 1 2 934 934_splitncnn_0 934_splitncnn_1
Convolution Conv_373 1 1 934_splitncnn_1 936 0=48 1=5 4=2 5=1 6=57600
PReLU PRelu_375 1 1 936 938 0=48
Convolution Conv_376 1 1 938 940 0=48 1=3 4=1 5=1 6=20736
Split splitncnn_45 1 2 940 940_splitncnn_0 940_splitncnn_1
Pooling ReduceMean_379 1 1 940_splitncnn_1 942 0=1 4=1
InnerProduct Conv_380 1 1 942 945 0=16 2=768 9=2 -23310=1,7.201483e-01
InnerProduct Conv_382 1 1 945 947 0=48 2=768 9=4
BinaryOp Mul_384 2 1 940_splitncnn_0 947 948 0=2
BinaryOp Add_385 2 1 948 934_splitncnn_0 949
PReLU PRelu_386 1 1 949 951 0=48
Split splitncnn_46 1 2 951 951_splitncnn_0 951_splitncnn_1
Convolution Conv_387 1 1 951_splitncnn_1 953 0=48 1=5 4=2 5=1 6=57600
PReLU PRelu_389 1 1 953 955 0=48
Convolution Conv_390 1 1 955 957 0=48 1=3 4=1 5=1 6=20736
Split splitncnn_47 1 2 957 957_splitncnn_0 957_splitncnn_1
Pooling ReduceMean_393 1 1 957_splitncnn_1 959 0=1 4=1
InnerProduct Conv_394 1 1 959 962 0=16 2=768 9=2 -23310=1,2.671039e-01
InnerProduct Conv_396 1 1 962 964 0=48 2=768 9=4
BinaryOp Mul_398 2 1 957_splitncnn_0 964 965 0=2
BinaryOp Add_399 2 1 965 951_splitncnn_0 966
PReLU PRelu_400 1 1 966 968 0=48
Split splitncnn_48 1 2 968 968_splitncnn_0 968_splitncnn_1
Convolution Conv_401 1 1 968_splitncnn_1 970 0=48 1=5 4=2 5=1 6=57600
PReLU PRelu_403 1 1 970 972 0=48
Convolution Conv_404 1 1 972 974 0=48 1=3 4=1 5=1 6=20736
Split splitncnn_49 1 2 974 974_splitncnn_0 974_splitncnn_1
Pooling ReduceMean_407 1 1 974_splitncnn_1 976 0=1 4=1
InnerProduct Conv_408 1 1 976 979 0=16 2=768 9=2 -23310=1,1.908224e-01
InnerProduct Conv_410 1 1 979 981 0=48 2=768 9=4
BinaryOp Mul_412 2 1 974_splitncnn_0 981 982 0=2
BinaryOp Add_413 2 1 982 968_splitncnn_0 983
PReLU PRelu_414 1 1 983 985 0=48
Split splitncnn_50 1 2 985 985_splitncnn_0 985_splitncnn_1
Convolution Conv_415 1 1 985_splitncnn_1 987 0=48 1=5 4=2 5=1 6=57600
PReLU PRelu_417 1 1 987 989 0=48
Convolution Conv_418 1 1 989 991 0=48 1=3 4=1 5=1 6=20736
Split splitncnn_51 1 2 991 991_splitncnn_0 991_splitncnn_1
Pooling ReduceMean_421 1 1 991_splitncnn_1 993 0=1 4=1
InnerProduct Conv_422 1 1 993 996 0=16 2=768 9=2 -23310=1,6.525763e-01
InnerProduct Conv_424 1 1 996 998 0=48 2=768 9=4
BinaryOp Mul_426 2 1 991_splitncnn_0 998 999 0=2
BinaryOp Add_427 2 1 999 985_splitncnn_0 1000
PReLU PRelu_428 1 1 1000 1002 0=48
Split splitncnn_52 1 2 1002 1002_splitncnn_0 1002_splitncnn_1
Convolution Conv_429 1 1 1002_splitncnn_1 1004 0=48 1=5 4=2 5=1 6=57600
PReLU PRelu_431 1 1 1004 1006 0=48
Convolution Conv_432 1 1 1006 1008 0=48 1=3 4=1 5=1 6=20736
Split splitncnn_53 1 2 1008 1008_splitncnn_0 1008_splitncnn_1
Pooling ReduceMean_435 1 1 1008_splitncnn_1 1010 0=1 4=1
InnerProduct Conv_436 1 1 1010 1013 0=16 2=768 9=2 -23310=1,5.485489e-01
InnerProduct Conv_438 1 1 1013 1015 0=48 2=768 9=4
BinaryOp Mul_440 2 1 1008_splitncnn_0 1015 1016 0=2
BinaryOp Add_441 2 1 1016 1002_splitncnn_0 1017
PReLU PRelu_442 1 1 1017 1019 0=48
Convolution Conv_443 1 1 1019 1020 0=8 1=3 4=1 5=1 6=3456
PixelShuffle DepthToSpace_444 1 1 1020 1021 0=2
BinaryOp Add_445 2 1 582_splitncnn_0 734_splitncnn_0 1022
BinaryOp Add_446 2 1 1022 887_splitncnn_0 1023
BinaryOp Add_447 2 1 1023 1021 flow
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