mirror of
https://github.com/k4yt3x/video2x.git
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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>
This commit is contained in:
K4YT3X
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7767517
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68 82
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Input input.1 0 1 input.1
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Input flow.1 0 1 flow.1
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UnaryOp flow.0 1 1 flow.1 flow.0 0=1
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Convolution Conv_0 1 1 input.1 45 0=32 1=3 3=2 4=1 5=1 6=864
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PReLU PRelu_1 1 1 45 47 0=32
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Split splitncnn_0 1 2 47 47_splitncnn_0 47_splitncnn_1
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Convolution Conv_2 1 1 47_splitncnn_1 48 0=32 1=3 3=2 4=1 6=9216
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Convolution Conv_3 1 1 47_splitncnn_0 49 0=32 1=3 3=2 4=1 5=1 6=9216
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PReLU PRelu_4 1 1 49 51 0=32
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Convolution Conv_5 1 1 51 52 0=32 1=3 4=1 5=1 6=9216
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Split splitncnn_1 1 2 52 52_splitncnn_0 52_splitncnn_1
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Pooling ReduceMean_7 1 1 52_splitncnn_1 54 0=1 4=1
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InnerProduct Conv_8 1 1 54 57 0=16 2=512 9=2 -23310=1,1.143919e+00
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InnerProduct Conv_10 1 1 57 59 0=32 2=512 9=4
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BinaryOp Mul_12 2 1 52_splitncnn_0 59 60 0=2
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BinaryOp Add_13 2 1 60 48 61
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PReLU PRelu_14 1 1 61 63 0=32
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Split splitncnn_2 1 3 63 63_splitncnn_0 63_splitncnn_1 63_splitncnn_2
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Interp Resize_16 1 1 flow.0 73 0=2 1=5.000000e-01 2=5.000000e-01
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BinaryOp Mul_18 1 1 73 75 0=2 1=1 2=5.000000e-01
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Split splitncnn_3 1 2 75 75_splitncnn_0 75_splitncnn_1
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rife.Warp Warp_24 2 1 63_splitncnn_2 75_splitncnn_1 f1
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Convolution Conv_25 1 1 63_splitncnn_1 82 0=64 1=3 3=2 4=1 6=18432
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Convolution Conv_26 1 1 63_splitncnn_0 83 0=64 1=3 3=2 4=1 5=1 6=18432
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PReLU PRelu_27 1 1 83 85 0=64
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Convolution Conv_28 1 1 85 86 0=64 1=3 4=1 5=1 6=36864
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Split splitncnn_4 1 2 86 86_splitncnn_0 86_splitncnn_1
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Pooling ReduceMean_30 1 1 86_splitncnn_1 88 0=1 4=1
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InnerProduct Conv_31 1 1 88 91 0=16 2=1024 9=2 -23310=1,3.006833e-01
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InnerProduct Conv_33 1 1 91 93 0=64 2=1024 9=4
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BinaryOp Mul_35 2 1 86_splitncnn_0 93 94 0=2
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BinaryOp Add_36 2 1 94 82 95
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PReLU PRelu_37 1 1 95 97 0=64
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Split splitncnn_5 1 3 97 97_splitncnn_0 97_splitncnn_1 97_splitncnn_2
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Interp Resize_39 1 1 75_splitncnn_0 107 0=2 1=5.000000e-01 2=5.000000e-01
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BinaryOp Mul_41 1 1 107 109 0=2 1=1 2=5.000000e-01
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Split splitncnn_6 1 2 109 109_splitncnn_0 109_splitncnn_1
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rife.Warp Warp_47 2 1 97_splitncnn_2 109_splitncnn_1 f2
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Convolution Conv_48 1 1 97_splitncnn_1 116 0=128 1=3 3=2 4=1 6=73728
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Convolution Conv_49 1 1 97_splitncnn_0 117 0=128 1=3 3=2 4=1 5=1 6=73728
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PReLU PRelu_50 1 1 117 119 0=128
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Convolution Conv_51 1 1 119 120 0=128 1=3 4=1 5=1 6=147456
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Split splitncnn_7 1 2 120 120_splitncnn_0 120_splitncnn_1
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Pooling ReduceMean_53 1 1 120_splitncnn_1 122 0=1 4=1
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InnerProduct Conv_54 1 1 122 125 0=16 2=2048 9=2 -23310=1,7.002444e-02
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InnerProduct Conv_56 1 1 125 127 0=128 2=2048 9=4
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BinaryOp Mul_58 2 1 120_splitncnn_0 127 128 0=2
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BinaryOp Add_59 2 1 128 116 129
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PReLU PRelu_60 1 1 129 131 0=128
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Split splitncnn_8 1 3 131 131_splitncnn_0 131_splitncnn_1 131_splitncnn_2
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Interp Resize_62 1 1 109_splitncnn_0 141 0=2 1=5.000000e-01 2=5.000000e-01
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BinaryOp Mul_64 1 1 141 143 0=2 1=1 2=5.000000e-01
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Split splitncnn_9 1 2 143 143_splitncnn_0 143_splitncnn_1
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rife.Warp Warp_70 2 1 131_splitncnn_2 143_splitncnn_1 f3
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Convolution Conv_71 1 1 131_splitncnn_1 150 0=256 1=3 3=2 4=1 6=294912
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Convolution Conv_72 1 1 131_splitncnn_0 151 0=256 1=3 3=2 4=1 5=1 6=294912
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PReLU PRelu_73 1 1 151 153 0=256
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Convolution Conv_74 1 1 153 154 0=256 1=3 4=1 5=1 6=589824
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Split splitncnn_10 1 2 154 154_splitncnn_0 154_splitncnn_1
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Pooling ReduceMean_76 1 1 154_splitncnn_1 156 0=1 4=1
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InnerProduct Conv_77 1 1 156 159 0=16 2=4096 9=2 -23310=1,6.568319e-02
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InnerProduct Conv_79 1 1 159 161 0=256 2=4096 9=4
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BinaryOp Mul_81 2 1 154_splitncnn_0 161 162 0=2
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BinaryOp Add_82 2 1 162 150 163
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PReLU PRelu_83 1 1 163 165 0=256
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Interp Resize_85 1 1 143_splitncnn_0 175 0=2 1=5.000000e-01 2=5.000000e-01
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BinaryOp Mul_87 1 1 175 177 0=2 1=1 2=5.000000e-01
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rife.Warp Warp_93 2 1 165 177 f4
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models/rife/rife-HD/flownet.bin
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models/rife/rife-HD/flownet.bin
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models/rife/rife-HD/flownet.param
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Input input0 0 1 input0
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Input input1 0 1 input1
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Concat input.1 2 1 input0 input1 input.1
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Interp Resize_1 1 1 input.1 454 0=2 1=5.000000e-01 2=5.000000e-01
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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
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Interp Resize_3 1 1 454_splitncnn_6 464 0=2 1=1.250000e-01 2=1.250000e-01
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Convolution Conv_4 1 1 464 466 0=192 1=5 3=2 4=2 5=1 6=28800
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PReLU PRelu_6 1 1 466 468 0=192
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Split splitncnn_1 1 2 468 468_splitncnn_0 468_splitncnn_1
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Convolution Conv_7 1 1 468_splitncnn_1 470 0=192 1=5 4=2 5=1 6=921600
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PReLU PRelu_9 1 1 470 472 0=192
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Convolution Conv_10 1 1 472 474 0=192 1=3 4=1 5=1 6=331776
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Split splitncnn_2 1 2 474 474_splitncnn_0 474_splitncnn_1
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Pooling ReduceMean_13 1 1 474_splitncnn_1 476 0=1 4=1
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InnerProduct Conv_14 1 1 476 479 0=16 2=3072 9=2 -23310=1,1.428942e-02
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InnerProduct Conv_16 1 1 479 481 0=192 2=3072 9=4
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BinaryOp Mul_18 2 1 474_splitncnn_0 481 482 0=2
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BinaryOp Add_19 2 1 482 468_splitncnn_0 483
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PReLU PRelu_20 1 1 483 485 0=192
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Split splitncnn_3 1 2 485 485_splitncnn_0 485_splitncnn_1
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Convolution Conv_21 1 1 485_splitncnn_1 487 0=192 1=5 4=2 5=1 6=921600
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PReLU PRelu_23 1 1 487 489 0=192
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Convolution Conv_24 1 1 489 491 0=192 1=3 4=1 5=1 6=331776
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Split splitncnn_4 1 2 491 491_splitncnn_0 491_splitncnn_1
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Pooling ReduceMean_27 1 1 491_splitncnn_1 493 0=1 4=1
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InnerProduct Conv_28 1 1 493 496 0=16 2=3072 9=2 -23310=1,3.543398e-01
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InnerProduct Conv_30 1 1 496 498 0=192 2=3072 9=4
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BinaryOp Mul_32 2 1 491_splitncnn_0 498 499 0=2
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BinaryOp Add_33 2 1 499 485_splitncnn_0 500
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PReLU PRelu_34 1 1 500 502 0=192
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Split splitncnn_5 1 2 502 502_splitncnn_0 502_splitncnn_1
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Convolution Conv_35 1 1 502_splitncnn_1 504 0=192 1=5 4=2 5=1 6=921600
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PReLU PRelu_37 1 1 504 506 0=192
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Convolution Conv_38 1 1 506 508 0=192 1=3 4=1 5=1 6=331776
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Split splitncnn_6 1 2 508 508_splitncnn_0 508_splitncnn_1
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Pooling ReduceMean_41 1 1 508_splitncnn_1 510 0=1 4=1
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InnerProduct Conv_42 1 1 510 513 0=16 2=3072 9=2 -23310=1,5.366787e-01
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InnerProduct Conv_44 1 1 513 515 0=192 2=3072 9=4
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BinaryOp Mul_46 2 1 508_splitncnn_0 515 516 0=2
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BinaryOp Add_47 2 1 516 502_splitncnn_0 517
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PReLU PRelu_48 1 1 517 519 0=192
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Split splitncnn_7 1 2 519 519_splitncnn_0 519_splitncnn_1
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Convolution Conv_49 1 1 519_splitncnn_1 521 0=192 1=5 4=2 5=1 6=921600
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PReLU PRelu_51 1 1 521 523 0=192
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Convolution Conv_52 1 1 523 525 0=192 1=3 4=1 5=1 6=331776
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Split splitncnn_8 1 2 525 525_splitncnn_0 525_splitncnn_1
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Pooling ReduceMean_55 1 1 525_splitncnn_1 527 0=1 4=1
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InnerProduct Conv_56 1 1 527 530 0=16 2=3072 9=2 -23310=1,-4.889974e-03
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InnerProduct Conv_58 1 1 530 532 0=192 2=3072 9=4
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BinaryOp Mul_60 2 1 525_splitncnn_0 532 533 0=2
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BinaryOp Add_61 2 1 533 519_splitncnn_0 534
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PReLU PRelu_62 1 1 534 536 0=192
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Split splitncnn_9 1 2 536 536_splitncnn_0 536_splitncnn_1
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Convolution Conv_63 1 1 536_splitncnn_1 538 0=192 1=5 4=2 5=1 6=921600
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PReLU PRelu_65 1 1 538 540 0=192
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Convolution Conv_66 1 1 540 542 0=192 1=3 4=1 5=1 6=331776
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Split splitncnn_10 1 2 542 542_splitncnn_0 542_splitncnn_1
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Pooling ReduceMean_69 1 1 542_splitncnn_1 544 0=1 4=1
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InnerProduct Conv_70 1 1 544 547 0=16 2=3072 9=2 -23310=1,-1.182169e-02
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InnerProduct Conv_72 1 1 547 549 0=192 2=3072 9=4
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BinaryOp Mul_74 2 1 542_splitncnn_0 549 550 0=2
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BinaryOp Add_75 2 1 550 536_splitncnn_0 551
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PReLU PRelu_76 1 1 551 553 0=192
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Split splitncnn_11 1 2 553 553_splitncnn_0 553_splitncnn_1
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Convolution Conv_77 1 1 553_splitncnn_1 555 0=192 1=5 4=2 5=1 6=921600
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PReLU PRelu_79 1 1 555 557 0=192
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Convolution Conv_80 1 1 557 559 0=192 1=3 4=1 5=1 6=331776
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Split splitncnn_12 1 2 559 559_splitncnn_0 559_splitncnn_1
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Pooling ReduceMean_83 1 1 559_splitncnn_1 561 0=1 4=1
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InnerProduct Conv_84 1 1 561 564 0=16 2=3072 9=2 -23310=1,2.179182e-01
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InnerProduct Conv_86 1 1 564 566 0=192 2=3072 9=4
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BinaryOp Mul_88 2 1 559_splitncnn_0 566 567 0=2
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BinaryOp Add_89 2 1 567 553_splitncnn_0 568
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PReLU PRelu_90 1 1 568 570 0=192
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Convolution Conv_91 1 1 570 571 0=8 1=3 4=1 5=1 6=13824
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PixelShuffle DepthToSpace_92 1 1 571 572 0=2
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Interp Resize_94 1 1 572 582 0=2 1=8.000000e+00 2=8.000000e+00
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Split splitncnn_13 1 6 582 582_splitncnn_0 582_splitncnn_1 582_splitncnn_2 582_splitncnn_3 582_splitncnn_4 582_splitncnn_5
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Crop Slice_99 1 1 454_splitncnn_5 587 -23309=1,0 -23310=1,3 -23311=1,0
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rife.Warp Warp_105 2 1 587 582_splitncnn_5 593
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Crop Slice_110 1 1 454_splitncnn_4 598 -23309=1,3 -23310=1,2147483647 -23311=1,0
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UnaryOp Neg_111 1 1 582_splitncnn_4 599 0=1
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rife.Warp Warp_117 2 1 598 599 605
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Concat Concat_118 3 1 593 605 582_splitncnn_3 606
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Interp Resize_120 1 1 606 616 0=2 1=2.500000e-01 2=2.500000e-01
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Convolution Conv_121 1 1 616 618 0=128 1=5 3=2 4=2 5=1 6=25600
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PReLU PRelu_123 1 1 618 620 0=128
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Split splitncnn_14 1 2 620 620_splitncnn_0 620_splitncnn_1
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Convolution Conv_124 1 1 620_splitncnn_1 622 0=128 1=5 4=2 5=1 6=409600
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PReLU PRelu_126 1 1 622 624 0=128
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Convolution Conv_127 1 1 624 626 0=128 1=3 4=1 5=1 6=147456
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Split splitncnn_15 1 2 626 626_splitncnn_0 626_splitncnn_1
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Pooling ReduceMean_130 1 1 626_splitncnn_1 628 0=1 4=1
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InnerProduct Conv_131 1 1 628 631 0=16 2=2048 9=2 -23310=1,-3.599843e-03
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InnerProduct Conv_133 1 1 631 633 0=128 2=2048 9=4
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BinaryOp Mul_135 2 1 626_splitncnn_0 633 634 0=2
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BinaryOp Add_136 2 1 634 620_splitncnn_0 635
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PReLU PRelu_137 1 1 635 637 0=128
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Split splitncnn_16 1 2 637 637_splitncnn_0 637_splitncnn_1
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Convolution Conv_138 1 1 637_splitncnn_1 639 0=128 1=5 4=2 5=1 6=409600
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PReLU PRelu_140 1 1 639 641 0=128
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Convolution Conv_141 1 1 641 643 0=128 1=3 4=1 5=1 6=147456
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Split splitncnn_17 1 2 643 643_splitncnn_0 643_splitncnn_1
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Pooling ReduceMean_144 1 1 643_splitncnn_1 645 0=1 4=1
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InnerProduct Conv_145 1 1 645 648 0=16 2=2048 9=2 -23310=1,2.117399e-01
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InnerProduct Conv_147 1 1 648 650 0=128 2=2048 9=4
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BinaryOp Mul_149 2 1 643_splitncnn_0 650 651 0=2
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BinaryOp Add_150 2 1 651 637_splitncnn_0 652
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PReLU PRelu_151 1 1 652 654 0=128
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Split splitncnn_18 1 2 654 654_splitncnn_0 654_splitncnn_1
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Convolution Conv_152 1 1 654_splitncnn_1 656 0=128 1=5 4=2 5=1 6=409600
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PReLU PRelu_154 1 1 656 658 0=128
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Convolution Conv_155 1 1 658 660 0=128 1=3 4=1 5=1 6=147456
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Split splitncnn_19 1 2 660 660_splitncnn_0 660_splitncnn_1
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Pooling ReduceMean_158 1 1 660_splitncnn_1 662 0=1 4=1
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InnerProduct Conv_159 1 1 662 665 0=16 2=2048 9=2 -23310=1,2.712289e-01
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InnerProduct Conv_161 1 1 665 667 0=128 2=2048 9=4
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BinaryOp Mul_163 2 1 660_splitncnn_0 667 668 0=2
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BinaryOp Add_164 2 1 668 654_splitncnn_0 669
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PReLU PRelu_165 1 1 669 671 0=128
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Split splitncnn_20 1 2 671 671_splitncnn_0 671_splitncnn_1
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Convolution Conv_166 1 1 671_splitncnn_1 673 0=128 1=5 4=2 5=1 6=409600
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PReLU PRelu_168 1 1 673 675 0=128
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Convolution Conv_169 1 1 675 677 0=128 1=3 4=1 5=1 6=147456
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Split splitncnn_21 1 2 677 677_splitncnn_0 677_splitncnn_1
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Pooling ReduceMean_172 1 1 677_splitncnn_1 679 0=1 4=1
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InnerProduct Conv_173 1 1 679 682 0=16 2=2048 9=2 -23310=1,8.141350e-02
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InnerProduct Conv_175 1 1 682 684 0=128 2=2048 9=4
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BinaryOp Mul_177 2 1 677_splitncnn_0 684 685 0=2
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BinaryOp Add_178 2 1 685 671_splitncnn_0 686
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PReLU PRelu_179 1 1 686 688 0=128
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Split splitncnn_22 1 2 688 688_splitncnn_0 688_splitncnn_1
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Convolution Conv_180 1 1 688_splitncnn_1 690 0=128 1=5 4=2 5=1 6=409600
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PReLU PRelu_182 1 1 690 692 0=128
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Convolution Conv_183 1 1 692 694 0=128 1=3 4=1 5=1 6=147456
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Split splitncnn_23 1 2 694 694_splitncnn_0 694_splitncnn_1
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Pooling ReduceMean_186 1 1 694_splitncnn_1 696 0=1 4=1
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InnerProduct Conv_187 1 1 696 699 0=16 2=2048 9=2 -23310=1,4.956326e-02
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InnerProduct Conv_189 1 1 699 701 0=128 2=2048 9=4
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BinaryOp Mul_191 2 1 694_splitncnn_0 701 702 0=2
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BinaryOp Add_192 2 1 702 688_splitncnn_0 703
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PReLU PRelu_193 1 1 703 705 0=128
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Split splitncnn_24 1 2 705 705_splitncnn_0 705_splitncnn_1
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Convolution Conv_194 1 1 705_splitncnn_1 707 0=128 1=5 4=2 5=1 6=409600
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PReLU PRelu_196 1 1 707 709 0=128
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Convolution Conv_197 1 1 709 711 0=128 1=3 4=1 5=1 6=147456
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Split splitncnn_25 1 2 711 711_splitncnn_0 711_splitncnn_1
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Pooling ReduceMean_200 1 1 711_splitncnn_1 713 0=1 4=1
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InnerProduct Conv_201 1 1 713 716 0=16 2=2048 9=2 -23310=1,1.553750e-01
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InnerProduct Conv_203 1 1 716 718 0=128 2=2048 9=4
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BinaryOp Mul_205 2 1 711_splitncnn_0 718 719 0=2
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BinaryOp Add_206 2 1 719 705_splitncnn_0 720
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PReLU PRelu_207 1 1 720 722 0=128
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Convolution Conv_208 1 1 722 723 0=8 1=3 4=1 5=1 6=9216
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PixelShuffle DepthToSpace_209 1 1 723 724 0=2
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Interp Resize_211 1 1 724 734 0=2 1=4.000000e+00 2=4.000000e+00
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Split splitncnn_26 1 3 734 734_splitncnn_0 734_splitncnn_1 734_splitncnn_2
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BinaryOp Add_212 2 1 582_splitncnn_2 734_splitncnn_2 735
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Split splitncnn_27 1 3 735 735_splitncnn_0 735_splitncnn_1 735_splitncnn_2
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Crop Slice_217 1 1 454_splitncnn_3 740 -23309=1,0 -23310=1,3 -23311=1,0
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rife.Warp Warp_223 2 1 740 735_splitncnn_2 746
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Crop Slice_228 1 1 454_splitncnn_2 751 -23309=1,3 -23310=1,2147483647 -23311=1,0
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UnaryOp Neg_229 1 1 735_splitncnn_1 752 0=1
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rife.Warp Warp_235 2 1 751 752 758
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Concat Concat_236 3 1 746 758 735_splitncnn_0 759
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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
|
||||
BIN
models/rife/rife-HD/fusionnet.bin
vendored
Normal file
BIN
models/rife/rife-HD/fusionnet.bin
vendored
Normal file
Binary file not shown.
105
models/rife/rife-HD/fusionnet.param
vendored
Normal file
105
models/rife/rife-HD/fusionnet.param
vendored
Normal file
@@ -0,0 +1,105 @@
|
||||
7767517
|
||||
103 120
|
||||
Input img0 0 1 img0
|
||||
Input img1 0 1 img1
|
||||
Input flow 0 1 flow
|
||||
Input 3 0 1 3
|
||||
Input 4 0 1 4
|
||||
Input 5 0 1 5
|
||||
Input 6 0 1 6
|
||||
Input 7 0 1 7
|
||||
Input 8 0 1 8
|
||||
Input 9 0 1 9
|
||||
Input 10 0 1 10
|
||||
Interp Resize_1 1 1 flow 77 0=2 1=2.000000e+00 2=2.000000e+00
|
||||
BinaryOp Mul_3 1 1 77 79 0=2 1=1 2=2.000000e+00
|
||||
Split splitncnn_0 1 3 79 79_splitncnn_0 79_splitncnn_1 79_splitncnn_2
|
||||
rife.Warp Warp_9 2 1 img0 79_splitncnn_2 85
|
||||
Split splitncnn_1 1 2 85 85_splitncnn_0 85_splitncnn_1
|
||||
UnaryOp Neg_10 1 1 79_splitncnn_1 86 0=1
|
||||
rife.Warp Warp_16 2 1 img1 86 92
|
||||
Split splitncnn_2 1 2 92 92_splitncnn_0 92_splitncnn_1
|
||||
Concat Concat_17 3 1 85_splitncnn_1 92_splitncnn_1 79_splitncnn_0 93
|
||||
Convolution Conv_18 1 1 93 94 0=32 1=3 3=2 4=1 5=1 6=2304
|
||||
PReLU PRelu_19 1 1 94 96 0=32
|
||||
Split splitncnn_3 1 2 96 96_splitncnn_0 96_splitncnn_1
|
||||
Convolution Conv_20 1 1 96_splitncnn_1 97 0=64 1=3 3=2 4=1 6=18432
|
||||
Convolution Conv_21 1 1 96_splitncnn_0 98 0=64 1=3 3=2 4=1 5=1 6=18432
|
||||
PReLU PRelu_22 1 1 98 100 0=64
|
||||
Convolution Conv_23 1 1 100 101 0=64 1=3 4=1 5=1 6=36864
|
||||
Split splitncnn_4 1 2 101 101_splitncnn_0 101_splitncnn_1
|
||||
Pooling ReduceMean_25 1 1 101_splitncnn_1 103 0=1 4=1
|
||||
InnerProduct Conv_26 1 1 103 106 0=16 2=1024 9=2 -23310=1,1.541520e-01
|
||||
InnerProduct Conv_28 1 1 106 108 0=64 2=1024 9=4
|
||||
BinaryOp Mul_30 2 1 101_splitncnn_0 108 109 0=2
|
||||
BinaryOp Add_31 2 1 109 97 110
|
||||
PReLU PRelu_32 1 1 110 112 0=64
|
||||
Split splitncnn_5 1 2 112 112_splitncnn_0 112_splitncnn_1
|
||||
Concat Concat_33 3 1 112_splitncnn_1 3 7 113
|
||||
Split splitncnn_6 1 2 113 113_splitncnn_0 113_splitncnn_1
|
||||
Convolution Conv_34 1 1 113_splitncnn_1 114 0=128 1=3 3=2 4=1 6=147456
|
||||
Convolution Conv_35 1 1 113_splitncnn_0 115 0=128 1=3 3=2 4=1 5=1 6=147456
|
||||
PReLU PRelu_36 1 1 115 117 0=128
|
||||
Convolution Conv_37 1 1 117 118 0=128 1=3 4=1 5=1 6=147456
|
||||
Split splitncnn_7 1 2 118 118_splitncnn_0 118_splitncnn_1
|
||||
Pooling ReduceMean_39 1 1 118_splitncnn_1 120 0=1 4=1
|
||||
InnerProduct Conv_40 1 1 120 123 0=16 2=2048 9=2 -23310=1,4.722085e-02
|
||||
InnerProduct Conv_42 1 1 123 125 0=128 2=2048 9=4
|
||||
BinaryOp Mul_44 2 1 118_splitncnn_0 125 126 0=2
|
||||
BinaryOp Add_45 2 1 126 114 127
|
||||
PReLU PRelu_46 1 1 127 129 0=128
|
||||
Split splitncnn_8 1 2 129 129_splitncnn_0 129_splitncnn_1
|
||||
Concat Concat_47 3 1 129_splitncnn_1 4 8 130
|
||||
Split splitncnn_9 1 2 130 130_splitncnn_0 130_splitncnn_1
|
||||
Convolution Conv_48 1 1 130_splitncnn_1 131 0=256 1=3 3=2 4=1 6=589824
|
||||
Convolution Conv_49 1 1 130_splitncnn_0 132 0=256 1=3 3=2 4=1 5=1 6=589824
|
||||
PReLU PRelu_50 1 1 132 134 0=256
|
||||
Convolution Conv_51 1 1 134 135 0=256 1=3 4=1 5=1 6=589824
|
||||
Split splitncnn_10 1 2 135 135_splitncnn_0 135_splitncnn_1
|
||||
Pooling ReduceMean_53 1 1 135_splitncnn_1 137 0=1 4=1
|
||||
InnerProduct Conv_54 1 1 137 140 0=16 2=4096 9=2 -23310=1,8.144739e-02
|
||||
InnerProduct Conv_56 1 1 140 142 0=256 2=4096 9=4
|
||||
BinaryOp Mul_58 2 1 135_splitncnn_0 142 143 0=2
|
||||
BinaryOp Add_59 2 1 143 131 144
|
||||
PReLU PRelu_60 1 1 144 146 0=256
|
||||
Split splitncnn_11 1 2 146 146_splitncnn_0 146_splitncnn_1
|
||||
Concat Concat_61 3 1 146_splitncnn_1 5 9 147
|
||||
Split splitncnn_12 1 2 147 147_splitncnn_0 147_splitncnn_1
|
||||
Convolution Conv_62 1 1 147_splitncnn_1 148 0=512 1=3 3=2 4=1 6=2359296
|
||||
Convolution Conv_63 1 1 147_splitncnn_0 149 0=512 1=3 3=2 4=1 5=1 6=2359296
|
||||
PReLU PRelu_64 1 1 149 151 0=512
|
||||
Convolution Conv_65 1 1 151 152 0=512 1=3 4=1 5=1 6=2359296
|
||||
Split splitncnn_13 1 2 152 152_splitncnn_0 152_splitncnn_1
|
||||
Pooling ReduceMean_67 1 1 152_splitncnn_1 154 0=1 4=1
|
||||
InnerProduct Conv_68 1 1 154 157 0=16 2=8192 9=2 -23310=1,7.700763e-02
|
||||
InnerProduct Conv_70 1 1 157 159 0=512 2=8192 9=4
|
||||
BinaryOp Mul_72 2 1 152_splitncnn_0 159 160 0=2
|
||||
BinaryOp Add_73 2 1 160 148 161
|
||||
PReLU PRelu_74 1 1 161 163 0=512
|
||||
Concat Concat_75 3 1 163 6 10 164
|
||||
Deconvolution ConvTranspose_76 1 1 164 165 0=256 1=4 3=2 4=1 5=1 6=4194304
|
||||
PReLU PRelu_77 1 1 165 167 0=256
|
||||
Concat Concat_78 2 1 167 146_splitncnn_0 168
|
||||
Deconvolution ConvTranspose_79 1 1 168 169 0=128 1=4 3=2 4=1 5=1 6=1048576
|
||||
PReLU PRelu_80 1 1 169 171 0=128
|
||||
Concat Concat_81 2 1 171 129_splitncnn_0 172
|
||||
Deconvolution ConvTranspose_82 1 1 172 173 0=64 1=4 3=2 4=1 5=1 6=262144
|
||||
PReLU PRelu_83 1 1 173 175 0=64
|
||||
Concat Concat_84 2 1 175 112_splitncnn_0 176
|
||||
Deconvolution ConvTranspose_85 1 1 176 177 0=32 1=4 3=2 4=1 5=1 6=65536
|
||||
PReLU PRelu_86 1 1 177 179 0=32
|
||||
Convolution Conv_87 1 1 179 180 0=16 1=3 4=1 5=1 6=4608
|
||||
PixelShuffle DepthToSpace_88 1 1 180 181 0=2
|
||||
Sigmoid Sigmoid_89 1 1 181 182
|
||||
Split splitncnn_14 1 2 182 182_splitncnn_0 182_splitncnn_1
|
||||
Crop Slice_94 1 1 182_splitncnn_1 187 -23309=1,0 -23310=1,3 -23311=1,0
|
||||
BinaryOp Mul_96 1 1 187 189 0=2 1=1 2=2.000000e+00
|
||||
BinaryOp Sub_98 1 1 189 191 0=1 1=1 2=1.000000e+00
|
||||
Crop Slice_103 1 1 182_splitncnn_0 196 -23309=1,3 -23310=1,4 -23311=1,0
|
||||
Split splitncnn_15 1 2 196 196_splitncnn_0 196_splitncnn_1
|
||||
BinaryOp Mul_104 2 1 85_splitncnn_0 196_splitncnn_1 197 0=2
|
||||
BinaryOp Sub_106 1 1 196_splitncnn_0 199 0=7 1=1 2=1.000000e+00
|
||||
BinaryOp Mul_107 2 1 92_splitncnn_0 199 200 0=2
|
||||
BinaryOp Add_108 2 1 197 200 201
|
||||
BinaryOp Add_109 2 1 201 191 202
|
||||
Clip Clip_110 1 1 202 output 0=0.000000e+00 1=1.000000e+00
|
||||
Reference in New Issue
Block a user