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.gitattributes

@@ -32,3 +32,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+models/waifu2x-ncnn-vulkan filter=lfs diff=lfs merge=lfs -text

app.py

@@ -0,0 +1,49 @@
+import gradio as gr
+from PIL import Image, PngImagePlugin
+import numpy as np
+import os
+
+noisedict = {
+    "なし": -1,
+    "低": 0,
+    "中": 1,
+    "高": 2,
+    "最高": 3
+}
+
+scaledict = {
+    "1倍": 1,
+    "2倍": 2,
+}
+
+formatdict = {
+    "PNG": "png",
+    "JPG": "jpg",
+    "WebP": "webp"
+}
+
+def response_greet(image, noise, scale, format):
+    info = image.info
+    n = noisedict[noise]
+    s = scaledict[scale]
+    f = formatdict[format]
+    image.save("input.png")
+    os.system(f"models/waifu2x-ncnn-vulkan -i input.png -o output.{f} -n {n} -s {s} -f {f} -g -1")
+    image = Image.open(f"output.{f}")
+    image.info = info
+    return image
+    
+with gr.Blocks() as app:
+    gr.Markdown("## Waifu2x with png metadata demo")
+    with gr.Row():
+        with gr.Column():
+            image = gr.Image(label="入力画像", interactive=True, type="pil", )
+            noise = gr.Radio(choices=["なし", "低", "中", "高", "最高"], label="ノイズ除去", value="中", interactive=True, type="value"),
+            scale = gr.Radio(choices=["1倍", "2倍"], label="拡大", value="2倍", interactive=True, type="value"),
+            format = gr.Radio(choices=["PNG", "JPG", "WebP"], label="出力フォーマット（※現時点ではPNGのみ選択できます）", value="PNG", type="value"),
+            button = gr.Button("送信")
+        with gr.Column():
+            output = gr.Image(label="出力画像", type="pil")
+    button.click(fn=response_greet, inputs=[image, noise[0], scale[0], format[0]], outputs=output, api_name="Waifu2xで画像をアップコンバートします。")
+
+app.launch()

models/models-cunet/noise0_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b15c356a36bcbf6fb8c2f1404ca016fd917d4e45426bcf41f7a3867022fdd7b0
+size 2767568

models/models-cunet/noise0_model.param

@@ -0,0 +1,61 @@
+7767517
+59 71
+Input                    input                    0 1 Input1 0=312 1=312 2=3
+Convolution              Convolution1             1 1 Input1 Convolution1_ReLU1 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution2             1 1 Convolution1_ReLU1 Convolution2_ReLU2 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_0              1 2 Convolution2_ReLU2 Convolution2_ReLU2_splitncnn_0 Convolution2_ReLU2_splitncnn_1
+Convolution              Convolution3             1 1 Convolution2_ReLU2_splitncnn_1 Convolution3_ReLU3 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution4             1 1 Convolution3_ReLU3 Convolution4_ReLU4 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Convolution              Convolution5             1 1 Convolution4_ReLU4 Convolution5_ReLU5 0=64 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_1              1 2 Convolution5_ReLU5 Convolution5_ReLU5_splitncnn_0 Convolution5_ReLU5_splitncnn_1
+Pooling                  Pooling1                 1 1 Convolution5_ReLU5_splitncnn_1 Pooling1 0=1 4=1
+InnerProduct             Convolution6             1 1 Pooling1 Convolution6_ReLU6 0=8 1=1 2=512 9=1
+InnerProduct             Convolution7             1 1 Convolution6_ReLU6 Flatten1 0=64 1=1 2=512 9=4
+Scale                    Scale1                   2 1 Convolution5_ReLU5_splitncnn_0 Flatten1 Scale1 0=-233
+Deconvolution            Deconvolution1           1 1 Scale1 Deconvolution1_ReLU7 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Split                    splitncnn_2              1 2 Deconvolution1_ReLU7 Deconvolution1_ReLU7_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1
+Crop                     Crop1                    2 1 Convolution2_ReLU2_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1 Crop1 0=4 1=4
+Eltwise                  Eltwise1                 2 1 Crop1 Deconvolution1_ReLU7_splitncnn_0 Eltwise1 0=1
+Convolution              Convolution8             1 1 Eltwise1 Convolution8_ReLU8 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution9             1 1 Convolution8_ReLU8 Convolution9 0=3 1=3 5=1 6=1728
+Split                    splitncnn_3              1 2 Convolution9 Convolution9_splitncnn_0 Convolution9_splitncnn_1
+Convolution              Convolution10            1 1 Convolution9_splitncnn_1 Convolution10_ReLU9 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution11            1 1 Convolution10_ReLU9 Convolution11_ReLU10 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_4              1 2 Convolution11_ReLU10 Convolution11_ReLU10_splitncnn_0 Convolution11_ReLU10_splitncnn_1
+Convolution              Convolution12            1 1 Convolution11_ReLU10_splitncnn_1 Convolution12_ReLU11 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution13            1 1 Convolution12_ReLU11 Convolution13_ReLU12 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution14            1 1 Convolution13_ReLU12 Convolution14_ReLU13 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_5              1 2 Convolution14_ReLU13 Convolution14_ReLU13_splitncnn_0 Convolution14_ReLU13_splitncnn_1
+Pooling                  Pooling2                 1 1 Convolution14_ReLU13_splitncnn_1 Pooling2 0=1 4=1
+InnerProduct             Convolution15            1 1 Pooling2 Convolution15_ReLU14 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution16            1 1 Convolution15_ReLU14 Flatten2 0=128 1=1 2=2048 9=4
+Scale                    Scale2                   2 1 Convolution14_ReLU13_splitncnn_0 Flatten2 Scale2 0=-233
+Split                    splitncnn_6              1 2 Scale2 Scale2_splitncnn_0 Scale2_splitncnn_1
+Convolution              Convolution17            1 1 Scale2_splitncnn_1 Convolution17_ReLU15 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Convolution              Convolution18            1 1 Convolution17_ReLU15 Convolution18_ReLU16 0=256 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Convolution              Convolution19            1 1 Convolution18_ReLU16 Convolution19_ReLU17 0=128 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Split                    splitncnn_7              1 2 Convolution19_ReLU17 Convolution19_ReLU17_splitncnn_0 Convolution19_ReLU17_splitncnn_1
+Pooling                  Pooling3                 1 1 Convolution19_ReLU17_splitncnn_1 Pooling3 0=1 4=1
+InnerProduct             Convolution20            1 1 Pooling3 Convolution20_ReLU18 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution21            1 1 Convolution20_ReLU18 Flatten3 0=128 1=1 2=2048 9=4
+Scale                    Scale3                   2 1 Convolution19_ReLU17_splitncnn_0 Flatten3 Scale3 0=-233
+Deconvolution            Deconvolution2           1 1 Scale3 Deconvolution2_ReLU19 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Split                    splitncnn_8              1 2 Deconvolution2_ReLU19 Deconvolution2_ReLU19_splitncnn_0 Deconvolution2_ReLU19_splitncnn_1
+Crop                     Crop2                    2 1 Scale2_splitncnn_0 Deconvolution2_ReLU19_splitncnn_1 Crop2 0=4 1=4
+Eltwise                  Eltwise2                 2 1 Crop2 Deconvolution2_ReLU19_splitncnn_0 Eltwise2 0=1
+Convolution              Convolution22            1 1 Eltwise2 Convolution22_ReLU20 0=64 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Convolution              Convolution23            1 1 Convolution22_ReLU20 Convolution23_ReLU21 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Split                    splitncnn_9              1 2 Convolution23_ReLU21 Convolution23_ReLU21_splitncnn_0 Convolution23_ReLU21_splitncnn_1
+Pooling                  Pooling4                 1 1 Convolution23_ReLU21_splitncnn_1 Pooling4 0=1 4=1
+InnerProduct             Convolution24            1 1 Pooling4 Convolution24_ReLU22 0=8 1=1 2=512 9=1
+InnerProduct             Convolution25            1 1 Convolution24_ReLU22 Flatten4 0=64 1=1 2=512 9=4
+Scale                    Scale4                   2 1 Convolution23_ReLU21_splitncnn_0 Flatten4 Scale4 0=-233
+Deconvolution            Deconvolution3           1 1 Scale4 Deconvolution3_ReLU23 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Split                    splitncnn_10             1 2 Deconvolution3_ReLU23 Deconvolution3_ReLU23_splitncnn_0 Deconvolution3_ReLU23_splitncnn_1
+Crop                     Crop3                    2 1 Convolution11_ReLU10_splitncnn_0 Deconvolution3_ReLU23_splitncnn_1 Crop3 0=16 1=16
+Eltwise                  Eltwise3                 2 1 Crop3 Deconvolution3_ReLU23_splitncnn_0 Eltwise3 0=1
+Convolution              Convolution26            1 1 Eltwise3 Convolution26_ReLU24 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution27            1 1 Convolution26_ReLU24 Convolution27 0=3 1=3 5=1 6=1728
+Split                    splitncnn_11             1 2 Convolution27 Convolution27_splitncnn_0 Convolution27_splitncnn_1
+Crop                     Crop4                    2 1 Convolution9_splitncnn_0 Convolution27_splitncnn_1 Crop4 0=20 1=20
+Eltwise                  Eltwise4                 2 1 Crop4 Convolution27_splitncnn_0 Eltwise4 0=1

models/models-cunet/noise0_scale2.0x_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5329a9375c9cfb64a60a2903fd8ae6e2851d9b069556bf025dbab9d0216fb27c
+size 2776400

models/models-cunet/noise0_scale2.0x_model.param

@@ -0,0 +1,61 @@
+7767517
+59 71
+Input                    input                    0 1 Input1 0=200 1=200 2=3
+Convolution              Convolution1             1 1 Input1 Convolution1_ReLU1 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution2             1 1 Convolution1_ReLU1 Convolution2_ReLU2 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_0              1 2 Convolution2_ReLU2 Convolution2_ReLU2_splitncnn_0 Convolution2_ReLU2_splitncnn_1
+Convolution              Convolution3             1 1 Convolution2_ReLU2_splitncnn_1 Convolution3_ReLU3 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution4             1 1 Convolution3_ReLU3 Convolution4_ReLU4 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Convolution              Convolution5             1 1 Convolution4_ReLU4 Convolution5_ReLU5 0=64 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_1              1 2 Convolution5_ReLU5 Convolution5_ReLU5_splitncnn_0 Convolution5_ReLU5_splitncnn_1
+Pooling                  Pooling1                 1 1 Convolution5_ReLU5_splitncnn_1 Pooling1 0=1 4=1
+InnerProduct             Convolution6             1 1 Pooling1 Convolution6_ReLU6 0=8 1=1 2=512 9=1
+InnerProduct             Convolution7             1 1 Convolution6_ReLU6 Flatten1 0=64 1=1 2=512 9=4
+Scale                    Scale1                   2 1 Convolution5_ReLU5_splitncnn_0 Flatten1 Scale1 0=-233
+Deconvolution            Deconvolution1           1 1 Scale1 Deconvolution1_ReLU7 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Split                    splitncnn_2              1 2 Deconvolution1_ReLU7 Deconvolution1_ReLU7_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1
+Crop                     Crop1                    2 1 Convolution2_ReLU2_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1 Crop1 0=4 1=4
+Eltwise                  Eltwise1                 2 1 Crop1 Deconvolution1_ReLU7_splitncnn_0 Eltwise1 0=1
+Convolution              Convolution8             1 1 Eltwise1 Convolution8_ReLU8 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Deconvolution            Deconvolution2           1 1 Convolution8_ReLU8 Deconvolution2 0=3 1=4 3=2 4=3 5=1 6=3072
+Split                    splitncnn_3              1 2 Deconvolution2 Deconvolution2_splitncnn_0 Deconvolution2_splitncnn_1
+Convolution              Convolution9             1 1 Deconvolution2_splitncnn_1 Convolution9_ReLU9 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution10            1 1 Convolution9_ReLU9 Convolution10_ReLU10 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_4              1 2 Convolution10_ReLU10 Convolution10_ReLU10_splitncnn_0 Convolution10_ReLU10_splitncnn_1
+Convolution              Convolution11            1 1 Convolution10_ReLU10_splitncnn_1 Convolution11_ReLU11 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution12            1 1 Convolution11_ReLU11 Convolution12_ReLU12 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution13            1 1 Convolution12_ReLU12 Convolution13_ReLU13 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_5              1 2 Convolution13_ReLU13 Convolution13_ReLU13_splitncnn_0 Convolution13_ReLU13_splitncnn_1
+Pooling                  Pooling2                 1 1 Convolution13_ReLU13_splitncnn_1 Pooling2 0=1 4=1
+InnerProduct             Convolution14            1 1 Pooling2 Convolution14_ReLU14 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution15            1 1 Convolution14_ReLU14 Flatten2 0=128 1=1 2=2048 9=4
+Scale                    Scale2                   2 1 Convolution13_ReLU13_splitncnn_0 Flatten2 Scale2 0=-233
+Split                    splitncnn_6              1 2 Scale2 Scale2_splitncnn_0 Scale2_splitncnn_1
+Convolution              Convolution16            1 1 Scale2_splitncnn_1 Convolution16_ReLU15 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Convolution              Convolution17            1 1 Convolution16_ReLU15 Convolution17_ReLU16 0=256 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Convolution              Convolution18            1 1 Convolution17_ReLU16 Convolution18_ReLU17 0=128 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Split                    splitncnn_7              1 2 Convolution18_ReLU17 Convolution18_ReLU17_splitncnn_0 Convolution18_ReLU17_splitncnn_1
+Pooling                  Pooling3                 1 1 Convolution18_ReLU17_splitncnn_1 Pooling3 0=1 4=1
+InnerProduct             Convolution19            1 1 Pooling3 Convolution19_ReLU18 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution20            1 1 Convolution19_ReLU18 Flatten3 0=128 1=1 2=2048 9=4
+Scale                    Scale3                   2 1 Convolution18_ReLU17_splitncnn_0 Flatten3 Scale3 0=-233
+Deconvolution            Deconvolution3           1 1 Scale3 Deconvolution3_ReLU19 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Split                    splitncnn_8              1 2 Deconvolution3_ReLU19 Deconvolution3_ReLU19_splitncnn_0 Deconvolution3_ReLU19_splitncnn_1
+Crop                     Crop2                    2 1 Scale2_splitncnn_0 Deconvolution3_ReLU19_splitncnn_1 Crop2 0=4 1=4
+Eltwise                  Eltwise2                 2 1 Crop2 Deconvolution3_ReLU19_splitncnn_0 Eltwise2 0=1
+Convolution              Convolution21            1 1 Eltwise2 Convolution21_ReLU20 0=64 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Convolution              Convolution22            1 1 Convolution21_ReLU20 Convolution22_ReLU21 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Split                    splitncnn_9              1 2 Convolution22_ReLU21 Convolution22_ReLU21_splitncnn_0 Convolution22_ReLU21_splitncnn_1
+Pooling                  Pooling4                 1 1 Convolution22_ReLU21_splitncnn_1 Pooling4 0=1 4=1
+InnerProduct             Convolution23            1 1 Pooling4 Convolution23_ReLU22 0=8 1=1 2=512 9=1
+InnerProduct             Convolution24            1 1 Convolution23_ReLU22 Flatten4 0=64 1=1 2=512 9=4
+Scale                    Scale4                   2 1 Convolution22_ReLU21_splitncnn_0 Flatten4 Scale4 0=-233
+Deconvolution            Deconvolution4           1 1 Scale4 Deconvolution4_ReLU23 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Split                    splitncnn_10             1 2 Deconvolution4_ReLU23 Deconvolution4_ReLU23_splitncnn_0 Deconvolution4_ReLU23_splitncnn_1
+Crop                     Crop3                    2 1 Convolution10_ReLU10_splitncnn_0 Deconvolution4_ReLU23_splitncnn_1 Crop3 0=16 1=16
+Eltwise                  Eltwise3                 2 1 Crop3 Deconvolution4_ReLU23_splitncnn_0 Eltwise3 0=1
+Convolution              Convolution25            1 1 Eltwise3 Convolution25_ReLU24 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution26            1 1 Convolution25_ReLU24 Convolution26 0=3 1=3 5=1 6=1728
+Split                    splitncnn_11             1 2 Convolution26 Convolution26_splitncnn_0 Convolution26_splitncnn_1
+Crop                     Crop4                    2 1 Deconvolution2_splitncnn_0 Convolution26_splitncnn_1 Crop4 0=20 1=20
+Eltwise                  Eltwise4                 2 1 Crop4 Convolution26_splitncnn_0 Eltwise4 0=1

models/models-cunet/noise1_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3407cb87c2503cbd69f8a6703b31bc4949a72080a3e1b1e536dba8bdbfad934f
+size 2767568

models/models-cunet/noise1_model.param

@@ -0,0 +1,61 @@
+7767517
+59 71
+Input                    input                    0 1 Input1 0=312 1=312 2=3
+Convolution              Convolution1             1 1 Input1 Convolution1_ReLU1 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution2             1 1 Convolution1_ReLU1 Convolution2_ReLU2 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_0              1 2 Convolution2_ReLU2 Convolution2_ReLU2_splitncnn_0 Convolution2_ReLU2_splitncnn_1
+Convolution              Convolution3             1 1 Convolution2_ReLU2_splitncnn_1 Convolution3_ReLU3 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution4             1 1 Convolution3_ReLU3 Convolution4_ReLU4 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Convolution              Convolution5             1 1 Convolution4_ReLU4 Convolution5_ReLU5 0=64 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_1              1 2 Convolution5_ReLU5 Convolution5_ReLU5_splitncnn_0 Convolution5_ReLU5_splitncnn_1
+Pooling                  Pooling1                 1 1 Convolution5_ReLU5_splitncnn_1 Pooling1 0=1 4=1
+InnerProduct             Convolution6             1 1 Pooling1 Convolution6_ReLU6 0=8 1=1 2=512 9=1
+InnerProduct             Convolution7             1 1 Convolution6_ReLU6 Flatten1 0=64 1=1 2=512 9=4
+Scale                    Scale1                   2 1 Convolution5_ReLU5_splitncnn_0 Flatten1 Scale1 0=-233
+Deconvolution            Deconvolution1           1 1 Scale1 Deconvolution1_ReLU7 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Split                    splitncnn_2              1 2 Deconvolution1_ReLU7 Deconvolution1_ReLU7_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1
+Crop                     Crop1                    2 1 Convolution2_ReLU2_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1 Crop1 0=4 1=4
+Eltwise                  Eltwise1                 2 1 Crop1 Deconvolution1_ReLU7_splitncnn_0 Eltwise1 0=1
+Convolution              Convolution8             1 1 Eltwise1 Convolution8_ReLU8 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution9             1 1 Convolution8_ReLU8 Convolution9 0=3 1=3 5=1 6=1728
+Split                    splitncnn_3              1 2 Convolution9 Convolution9_splitncnn_0 Convolution9_splitncnn_1
+Convolution              Convolution10            1 1 Convolution9_splitncnn_1 Convolution10_ReLU9 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution11            1 1 Convolution10_ReLU9 Convolution11_ReLU10 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_4              1 2 Convolution11_ReLU10 Convolution11_ReLU10_splitncnn_0 Convolution11_ReLU10_splitncnn_1
+Convolution              Convolution12            1 1 Convolution11_ReLU10_splitncnn_1 Convolution12_ReLU11 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution13            1 1 Convolution12_ReLU11 Convolution13_ReLU12 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution14            1 1 Convolution13_ReLU12 Convolution14_ReLU13 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_5              1 2 Convolution14_ReLU13 Convolution14_ReLU13_splitncnn_0 Convolution14_ReLU13_splitncnn_1
+Pooling                  Pooling2                 1 1 Convolution14_ReLU13_splitncnn_1 Pooling2 0=1 4=1
+InnerProduct             Convolution15            1 1 Pooling2 Convolution15_ReLU14 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution16            1 1 Convolution15_ReLU14 Flatten2 0=128 1=1 2=2048 9=4
+Scale                    Scale2                   2 1 Convolution14_ReLU13_splitncnn_0 Flatten2 Scale2 0=-233
+Split                    splitncnn_6              1 2 Scale2 Scale2_splitncnn_0 Scale2_splitncnn_1
+Convolution              Convolution17            1 1 Scale2_splitncnn_1 Convolution17_ReLU15 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Convolution              Convolution18            1 1 Convolution17_ReLU15 Convolution18_ReLU16 0=256 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Convolution              Convolution19            1 1 Convolution18_ReLU16 Convolution19_ReLU17 0=128 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Split                    splitncnn_7              1 2 Convolution19_ReLU17 Convolution19_ReLU17_splitncnn_0 Convolution19_ReLU17_splitncnn_1
+Pooling                  Pooling3                 1 1 Convolution19_ReLU17_splitncnn_1 Pooling3 0=1 4=1
+InnerProduct             Convolution20            1 1 Pooling3 Convolution20_ReLU18 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution21            1 1 Convolution20_ReLU18 Flatten3 0=128 1=1 2=2048 9=4
+Scale                    Scale3                   2 1 Convolution19_ReLU17_splitncnn_0 Flatten3 Scale3 0=-233
+Deconvolution            Deconvolution2           1 1 Scale3 Deconvolution2_ReLU19 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Split                    splitncnn_8              1 2 Deconvolution2_ReLU19 Deconvolution2_ReLU19_splitncnn_0 Deconvolution2_ReLU19_splitncnn_1
+Crop                     Crop2                    2 1 Scale2_splitncnn_0 Deconvolution2_ReLU19_splitncnn_1 Crop2 0=4 1=4
+Eltwise                  Eltwise2                 2 1 Crop2 Deconvolution2_ReLU19_splitncnn_0 Eltwise2 0=1
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+Convolution              Convolution23            1 1 Convolution22_ReLU20 Convolution23_ReLU21 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Split                    splitncnn_9              1 2 Convolution23_ReLU21 Convolution23_ReLU21_splitncnn_0 Convolution23_ReLU21_splitncnn_1
+Pooling                  Pooling4                 1 1 Convolution23_ReLU21_splitncnn_1 Pooling4 0=1 4=1
+InnerProduct             Convolution24            1 1 Pooling4 Convolution24_ReLU22 0=8 1=1 2=512 9=1
+InnerProduct             Convolution25            1 1 Convolution24_ReLU22 Flatten4 0=64 1=1 2=512 9=4
+Scale                    Scale4                   2 1 Convolution23_ReLU21_splitncnn_0 Flatten4 Scale4 0=-233
+Deconvolution            Deconvolution3           1 1 Scale4 Deconvolution3_ReLU23 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Split                    splitncnn_10             1 2 Deconvolution3_ReLU23 Deconvolution3_ReLU23_splitncnn_0 Deconvolution3_ReLU23_splitncnn_1
+Crop                     Crop3                    2 1 Convolution11_ReLU10_splitncnn_0 Deconvolution3_ReLU23_splitncnn_1 Crop3 0=16 1=16
+Eltwise                  Eltwise3                 2 1 Crop3 Deconvolution3_ReLU23_splitncnn_0 Eltwise3 0=1
+Convolution              Convolution26            1 1 Eltwise3 Convolution26_ReLU24 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution27            1 1 Convolution26_ReLU24 Convolution27 0=3 1=3 5=1 6=1728
+Split                    splitncnn_11             1 2 Convolution27 Convolution27_splitncnn_0 Convolution27_splitncnn_1
+Crop                     Crop4                    2 1 Convolution9_splitncnn_0 Convolution27_splitncnn_1 Crop4 0=20 1=20
+Eltwise                  Eltwise4                 2 1 Crop4 Convolution27_splitncnn_0 Eltwise4 0=1

models/models-cunet/noise1_scale2.0x_model.bin

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models/models-cunet/noise1_scale2.0x_model.param

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+Input                    input                    0 1 Input1 0=200 1=200 2=3
+Convolution              Convolution1             1 1 Input1 Convolution1_ReLU1 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution2             1 1 Convolution1_ReLU1 Convolution2_ReLU2 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_0              1 2 Convolution2_ReLU2 Convolution2_ReLU2_splitncnn_0 Convolution2_ReLU2_splitncnn_1
+Convolution              Convolution3             1 1 Convolution2_ReLU2_splitncnn_1 Convolution3_ReLU3 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution4             1 1 Convolution3_ReLU3 Convolution4_ReLU4 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Convolution              Convolution5             1 1 Convolution4_ReLU4 Convolution5_ReLU5 0=64 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_1              1 2 Convolution5_ReLU5 Convolution5_ReLU5_splitncnn_0 Convolution5_ReLU5_splitncnn_1
+Pooling                  Pooling1                 1 1 Convolution5_ReLU5_splitncnn_1 Pooling1 0=1 4=1
+InnerProduct             Convolution6             1 1 Pooling1 Convolution6_ReLU6 0=8 1=1 2=512 9=1
+InnerProduct             Convolution7             1 1 Convolution6_ReLU6 Flatten1 0=64 1=1 2=512 9=4
+Scale                    Scale1                   2 1 Convolution5_ReLU5_splitncnn_0 Flatten1 Scale1 0=-233
+Deconvolution            Deconvolution1           1 1 Scale1 Deconvolution1_ReLU7 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Split                    splitncnn_2              1 2 Deconvolution1_ReLU7 Deconvolution1_ReLU7_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1
+Crop                     Crop1                    2 1 Convolution2_ReLU2_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1 Crop1 0=4 1=4
+Eltwise                  Eltwise1                 2 1 Crop1 Deconvolution1_ReLU7_splitncnn_0 Eltwise1 0=1
+Convolution              Convolution8             1 1 Eltwise1 Convolution8_ReLU8 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Deconvolution            Deconvolution2           1 1 Convolution8_ReLU8 Deconvolution2 0=3 1=4 3=2 4=3 5=1 6=3072
+Split                    splitncnn_3              1 2 Deconvolution2 Deconvolution2_splitncnn_0 Deconvolution2_splitncnn_1
+Convolution              Convolution9             1 1 Deconvolution2_splitncnn_1 Convolution9_ReLU9 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution10            1 1 Convolution9_ReLU9 Convolution10_ReLU10 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_4              1 2 Convolution10_ReLU10 Convolution10_ReLU10_splitncnn_0 Convolution10_ReLU10_splitncnn_1
+Convolution              Convolution11            1 1 Convolution10_ReLU10_splitncnn_1 Convolution11_ReLU11 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution12            1 1 Convolution11_ReLU11 Convolution12_ReLU12 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution13            1 1 Convolution12_ReLU12 Convolution13_ReLU13 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_5              1 2 Convolution13_ReLU13 Convolution13_ReLU13_splitncnn_0 Convolution13_ReLU13_splitncnn_1
+Pooling                  Pooling2                 1 1 Convolution13_ReLU13_splitncnn_1 Pooling2 0=1 4=1
+InnerProduct             Convolution14            1 1 Pooling2 Convolution14_ReLU14 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution15            1 1 Convolution14_ReLU14 Flatten2 0=128 1=1 2=2048 9=4
+Scale                    Scale2                   2 1 Convolution13_ReLU13_splitncnn_0 Flatten2 Scale2 0=-233
+Split                    splitncnn_6              1 2 Scale2 Scale2_splitncnn_0 Scale2_splitncnn_1
+Convolution              Convolution16            1 1 Scale2_splitncnn_1 Convolution16_ReLU15 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Convolution              Convolution17            1 1 Convolution16_ReLU15 Convolution17_ReLU16 0=256 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Convolution              Convolution18            1 1 Convolution17_ReLU16 Convolution18_ReLU17 0=128 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Split                    splitncnn_7              1 2 Convolution18_ReLU17 Convolution18_ReLU17_splitncnn_0 Convolution18_ReLU17_splitncnn_1
+Pooling                  Pooling3                 1 1 Convolution18_ReLU17_splitncnn_1 Pooling3 0=1 4=1
+InnerProduct             Convolution19            1 1 Pooling3 Convolution19_ReLU18 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution20            1 1 Convolution19_ReLU18 Flatten3 0=128 1=1 2=2048 9=4
+Scale                    Scale3                   2 1 Convolution18_ReLU17_splitncnn_0 Flatten3 Scale3 0=-233
+Deconvolution            Deconvolution3           1 1 Scale3 Deconvolution3_ReLU19 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Split                    splitncnn_8              1 2 Deconvolution3_ReLU19 Deconvolution3_ReLU19_splitncnn_0 Deconvolution3_ReLU19_splitncnn_1
+Crop                     Crop2                    2 1 Scale2_splitncnn_0 Deconvolution3_ReLU19_splitncnn_1 Crop2 0=4 1=4
+Eltwise                  Eltwise2                 2 1 Crop2 Deconvolution3_ReLU19_splitncnn_0 Eltwise2 0=1
+Convolution              Convolution21            1 1 Eltwise2 Convolution21_ReLU20 0=64 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Convolution              Convolution22            1 1 Convolution21_ReLU20 Convolution22_ReLU21 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Split                    splitncnn_9              1 2 Convolution22_ReLU21 Convolution22_ReLU21_splitncnn_0 Convolution22_ReLU21_splitncnn_1
+Pooling                  Pooling4                 1 1 Convolution22_ReLU21_splitncnn_1 Pooling4 0=1 4=1
+InnerProduct             Convolution23            1 1 Pooling4 Convolution23_ReLU22 0=8 1=1 2=512 9=1
+InnerProduct             Convolution24            1 1 Convolution23_ReLU22 Flatten4 0=64 1=1 2=512 9=4
+Scale                    Scale4                   2 1 Convolution22_ReLU21_splitncnn_0 Flatten4 Scale4 0=-233
+Deconvolution            Deconvolution4           1 1 Scale4 Deconvolution4_ReLU23 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Split                    splitncnn_10             1 2 Deconvolution4_ReLU23 Deconvolution4_ReLU23_splitncnn_0 Deconvolution4_ReLU23_splitncnn_1
+Crop                     Crop3                    2 1 Convolution10_ReLU10_splitncnn_0 Deconvolution4_ReLU23_splitncnn_1 Crop3 0=16 1=16
+Eltwise                  Eltwise3                 2 1 Crop3 Deconvolution4_ReLU23_splitncnn_0 Eltwise3 0=1
+Convolution              Convolution25            1 1 Eltwise3 Convolution25_ReLU24 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution26            1 1 Convolution25_ReLU24 Convolution26 0=3 1=3 5=1 6=1728
+Split                    splitncnn_11             1 2 Convolution26 Convolution26_splitncnn_0 Convolution26_splitncnn_1
+Crop                     Crop4                    2 1 Deconvolution2_splitncnn_0 Convolution26_splitncnn_1 Crop4 0=20 1=20
+Eltwise                  Eltwise4                 2 1 Crop4 Convolution26_splitncnn_0 Eltwise4 0=1

models/models-cunet/noise2_model.bin

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models/models-cunet/noise2_model.param

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+Input                    input                    0 1 Input1 0=312 1=312 2=3
+Convolution              Convolution1             1 1 Input1 Convolution1_ReLU1 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution2             1 1 Convolution1_ReLU1 Convolution2_ReLU2 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_0              1 2 Convolution2_ReLU2 Convolution2_ReLU2_splitncnn_0 Convolution2_ReLU2_splitncnn_1
+Convolution              Convolution3             1 1 Convolution2_ReLU2_splitncnn_1 Convolution3_ReLU3 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution4             1 1 Convolution3_ReLU3 Convolution4_ReLU4 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Convolution              Convolution5             1 1 Convolution4_ReLU4 Convolution5_ReLU5 0=64 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_1              1 2 Convolution5_ReLU5 Convolution5_ReLU5_splitncnn_0 Convolution5_ReLU5_splitncnn_1
+Pooling                  Pooling1                 1 1 Convolution5_ReLU5_splitncnn_1 Pooling1 0=1 4=1
+InnerProduct             Convolution6             1 1 Pooling1 Convolution6_ReLU6 0=8 1=1 2=512 9=1
+InnerProduct             Convolution7             1 1 Convolution6_ReLU6 Flatten1 0=64 1=1 2=512 9=4
+Scale                    Scale1                   2 1 Convolution5_ReLU5_splitncnn_0 Flatten1 Scale1 0=-233
+Deconvolution            Deconvolution1           1 1 Scale1 Deconvolution1_ReLU7 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Split                    splitncnn_2              1 2 Deconvolution1_ReLU7 Deconvolution1_ReLU7_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1
+Crop                     Crop1                    2 1 Convolution2_ReLU2_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1 Crop1 0=4 1=4
+Eltwise                  Eltwise1                 2 1 Crop1 Deconvolution1_ReLU7_splitncnn_0 Eltwise1 0=1
+Convolution              Convolution8             1 1 Eltwise1 Convolution8_ReLU8 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution9             1 1 Convolution8_ReLU8 Convolution9 0=3 1=3 5=1 6=1728
+Split                    splitncnn_3              1 2 Convolution9 Convolution9_splitncnn_0 Convolution9_splitncnn_1
+Convolution              Convolution10            1 1 Convolution9_splitncnn_1 Convolution10_ReLU9 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution11            1 1 Convolution10_ReLU9 Convolution11_ReLU10 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_4              1 2 Convolution11_ReLU10 Convolution11_ReLU10_splitncnn_0 Convolution11_ReLU10_splitncnn_1
+Convolution              Convolution12            1 1 Convolution11_ReLU10_splitncnn_1 Convolution12_ReLU11 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution13            1 1 Convolution12_ReLU11 Convolution13_ReLU12 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution14            1 1 Convolution13_ReLU12 Convolution14_ReLU13 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_5              1 2 Convolution14_ReLU13 Convolution14_ReLU13_splitncnn_0 Convolution14_ReLU13_splitncnn_1
+Pooling                  Pooling2                 1 1 Convolution14_ReLU13_splitncnn_1 Pooling2 0=1 4=1
+InnerProduct             Convolution15            1 1 Pooling2 Convolution15_ReLU14 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution16            1 1 Convolution15_ReLU14 Flatten2 0=128 1=1 2=2048 9=4
+Scale                    Scale2                   2 1 Convolution14_ReLU13_splitncnn_0 Flatten2 Scale2 0=-233
+Split                    splitncnn_6              1 2 Scale2 Scale2_splitncnn_0 Scale2_splitncnn_1
+Convolution              Convolution17            1 1 Scale2_splitncnn_1 Convolution17_ReLU15 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Convolution              Convolution18            1 1 Convolution17_ReLU15 Convolution18_ReLU16 0=256 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Convolution              Convolution19            1 1 Convolution18_ReLU16 Convolution19_ReLU17 0=128 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Split                    splitncnn_7              1 2 Convolution19_ReLU17 Convolution19_ReLU17_splitncnn_0 Convolution19_ReLU17_splitncnn_1
+Pooling                  Pooling3                 1 1 Convolution19_ReLU17_splitncnn_1 Pooling3 0=1 4=1
+InnerProduct             Convolution20            1 1 Pooling3 Convolution20_ReLU18 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution21            1 1 Convolution20_ReLU18 Flatten3 0=128 1=1 2=2048 9=4
+Scale                    Scale3                   2 1 Convolution19_ReLU17_splitncnn_0 Flatten3 Scale3 0=-233
+Deconvolution            Deconvolution2           1 1 Scale3 Deconvolution2_ReLU19 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Split                    splitncnn_8              1 2 Deconvolution2_ReLU19 Deconvolution2_ReLU19_splitncnn_0 Deconvolution2_ReLU19_splitncnn_1
+Crop                     Crop2                    2 1 Scale2_splitncnn_0 Deconvolution2_ReLU19_splitncnn_1 Crop2 0=4 1=4
+Eltwise                  Eltwise2                 2 1 Crop2 Deconvolution2_ReLU19_splitncnn_0 Eltwise2 0=1
+Convolution              Convolution22            1 1 Eltwise2 Convolution22_ReLU20 0=64 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Convolution              Convolution23            1 1 Convolution22_ReLU20 Convolution23_ReLU21 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Split                    splitncnn_9              1 2 Convolution23_ReLU21 Convolution23_ReLU21_splitncnn_0 Convolution23_ReLU21_splitncnn_1
+Pooling                  Pooling4                 1 1 Convolution23_ReLU21_splitncnn_1 Pooling4 0=1 4=1
+InnerProduct             Convolution24            1 1 Pooling4 Convolution24_ReLU22 0=8 1=1 2=512 9=1
+InnerProduct             Convolution25            1 1 Convolution24_ReLU22 Flatten4 0=64 1=1 2=512 9=4
+Scale                    Scale4                   2 1 Convolution23_ReLU21_splitncnn_0 Flatten4 Scale4 0=-233
+Deconvolution            Deconvolution3           1 1 Scale4 Deconvolution3_ReLU23 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Split                    splitncnn_10             1 2 Deconvolution3_ReLU23 Deconvolution3_ReLU23_splitncnn_0 Deconvolution3_ReLU23_splitncnn_1
+Crop                     Crop3                    2 1 Convolution11_ReLU10_splitncnn_0 Deconvolution3_ReLU23_splitncnn_1 Crop3 0=16 1=16
+Eltwise                  Eltwise3                 2 1 Crop3 Deconvolution3_ReLU23_splitncnn_0 Eltwise3 0=1
+Convolution              Convolution26            1 1 Eltwise3 Convolution26_ReLU24 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution27            1 1 Convolution26_ReLU24 Convolution27 0=3 1=3 5=1 6=1728
+Split                    splitncnn_11             1 2 Convolution27 Convolution27_splitncnn_0 Convolution27_splitncnn_1
+Crop                     Crop4                    2 1 Convolution9_splitncnn_0 Convolution27_splitncnn_1 Crop4 0=20 1=20
+Eltwise                  Eltwise4                 2 1 Crop4 Convolution27_splitncnn_0 Eltwise4 0=1

models/models-cunet/noise2_scale2.0x_model.bin

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models/models-cunet/noise2_scale2.0x_model.param

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+Input                    input                    0 1 Input1 0=200 1=200 2=3
+Convolution              Convolution1             1 1 Input1 Convolution1_ReLU1 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution2             1 1 Convolution1_ReLU1 Convolution2_ReLU2 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_0              1 2 Convolution2_ReLU2 Convolution2_ReLU2_splitncnn_0 Convolution2_ReLU2_splitncnn_1
+Convolution              Convolution3             1 1 Convolution2_ReLU2_splitncnn_1 Convolution3_ReLU3 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution4             1 1 Convolution3_ReLU3 Convolution4_ReLU4 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Convolution              Convolution5             1 1 Convolution4_ReLU4 Convolution5_ReLU5 0=64 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_1              1 2 Convolution5_ReLU5 Convolution5_ReLU5_splitncnn_0 Convolution5_ReLU5_splitncnn_1
+Pooling                  Pooling1                 1 1 Convolution5_ReLU5_splitncnn_1 Pooling1 0=1 4=1
+InnerProduct             Convolution6             1 1 Pooling1 Convolution6_ReLU6 0=8 1=1 2=512 9=1
+InnerProduct             Convolution7             1 1 Convolution6_ReLU6 Flatten1 0=64 1=1 2=512 9=4
+Scale                    Scale1                   2 1 Convolution5_ReLU5_splitncnn_0 Flatten1 Scale1 0=-233
+Deconvolution            Deconvolution1           1 1 Scale1 Deconvolution1_ReLU7 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Split                    splitncnn_2              1 2 Deconvolution1_ReLU7 Deconvolution1_ReLU7_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1
+Crop                     Crop1                    2 1 Convolution2_ReLU2_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1 Crop1 0=4 1=4
+Eltwise                  Eltwise1                 2 1 Crop1 Deconvolution1_ReLU7_splitncnn_0 Eltwise1 0=1
+Convolution              Convolution8             1 1 Eltwise1 Convolution8_ReLU8 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Deconvolution            Deconvolution2           1 1 Convolution8_ReLU8 Deconvolution2 0=3 1=4 3=2 4=3 5=1 6=3072
+Split                    splitncnn_3              1 2 Deconvolution2 Deconvolution2_splitncnn_0 Deconvolution2_splitncnn_1
+Convolution              Convolution9             1 1 Deconvolution2_splitncnn_1 Convolution9_ReLU9 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution10            1 1 Convolution9_ReLU9 Convolution10_ReLU10 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_4              1 2 Convolution10_ReLU10 Convolution10_ReLU10_splitncnn_0 Convolution10_ReLU10_splitncnn_1
+Convolution              Convolution11            1 1 Convolution10_ReLU10_splitncnn_1 Convolution11_ReLU11 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution12            1 1 Convolution11_ReLU11 Convolution12_ReLU12 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution13            1 1 Convolution12_ReLU12 Convolution13_ReLU13 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_5              1 2 Convolution13_ReLU13 Convolution13_ReLU13_splitncnn_0 Convolution13_ReLU13_splitncnn_1
+Pooling                  Pooling2                 1 1 Convolution13_ReLU13_splitncnn_1 Pooling2 0=1 4=1
+InnerProduct             Convolution14            1 1 Pooling2 Convolution14_ReLU14 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution15            1 1 Convolution14_ReLU14 Flatten2 0=128 1=1 2=2048 9=4
+Scale                    Scale2                   2 1 Convolution13_ReLU13_splitncnn_0 Flatten2 Scale2 0=-233
+Split                    splitncnn_6              1 2 Scale2 Scale2_splitncnn_0 Scale2_splitncnn_1
+Convolution              Convolution16            1 1 Scale2_splitncnn_1 Convolution16_ReLU15 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Convolution              Convolution17            1 1 Convolution16_ReLU15 Convolution17_ReLU16 0=256 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Convolution              Convolution18            1 1 Convolution17_ReLU16 Convolution18_ReLU17 0=128 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Split                    splitncnn_7              1 2 Convolution18_ReLU17 Convolution18_ReLU17_splitncnn_0 Convolution18_ReLU17_splitncnn_1
+Pooling                  Pooling3                 1 1 Convolution18_ReLU17_splitncnn_1 Pooling3 0=1 4=1
+InnerProduct             Convolution19            1 1 Pooling3 Convolution19_ReLU18 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution20            1 1 Convolution19_ReLU18 Flatten3 0=128 1=1 2=2048 9=4
+Scale                    Scale3                   2 1 Convolution18_ReLU17_splitncnn_0 Flatten3 Scale3 0=-233
+Deconvolution            Deconvolution3           1 1 Scale3 Deconvolution3_ReLU19 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Split                    splitncnn_8              1 2 Deconvolution3_ReLU19 Deconvolution3_ReLU19_splitncnn_0 Deconvolution3_ReLU19_splitncnn_1
+Crop                     Crop2                    2 1 Scale2_splitncnn_0 Deconvolution3_ReLU19_splitncnn_1 Crop2 0=4 1=4
+Eltwise                  Eltwise2                 2 1 Crop2 Deconvolution3_ReLU19_splitncnn_0 Eltwise2 0=1
+Convolution              Convolution21            1 1 Eltwise2 Convolution21_ReLU20 0=64 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Convolution              Convolution22            1 1 Convolution21_ReLU20 Convolution22_ReLU21 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Split                    splitncnn_9              1 2 Convolution22_ReLU21 Convolution22_ReLU21_splitncnn_0 Convolution22_ReLU21_splitncnn_1
+Pooling                  Pooling4                 1 1 Convolution22_ReLU21_splitncnn_1 Pooling4 0=1 4=1
+InnerProduct             Convolution23            1 1 Pooling4 Convolution23_ReLU22 0=8 1=1 2=512 9=1
+InnerProduct             Convolution24            1 1 Convolution23_ReLU22 Flatten4 0=64 1=1 2=512 9=4
+Scale                    Scale4                   2 1 Convolution22_ReLU21_splitncnn_0 Flatten4 Scale4 0=-233
+Deconvolution            Deconvolution4           1 1 Scale4 Deconvolution4_ReLU23 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Split                    splitncnn_10             1 2 Deconvolution4_ReLU23 Deconvolution4_ReLU23_splitncnn_0 Deconvolution4_ReLU23_splitncnn_1
+Crop                     Crop3                    2 1 Convolution10_ReLU10_splitncnn_0 Deconvolution4_ReLU23_splitncnn_1 Crop3 0=16 1=16
+Eltwise                  Eltwise3                 2 1 Crop3 Deconvolution4_ReLU23_splitncnn_0 Eltwise3 0=1
+Convolution              Convolution25            1 1 Eltwise3 Convolution25_ReLU24 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution26            1 1 Convolution25_ReLU24 Convolution26 0=3 1=3 5=1 6=1728
+Split                    splitncnn_11             1 2 Convolution26 Convolution26_splitncnn_0 Convolution26_splitncnn_1
+Crop                     Crop4                    2 1 Deconvolution2_splitncnn_0 Convolution26_splitncnn_1 Crop4 0=20 1=20
+Eltwise                  Eltwise4                 2 1 Crop4 Convolution26_splitncnn_0 Eltwise4 0=1

models/models-cunet/noise3_model.bin

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models/models-cunet/noise3_model.param

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+Input                    input                    0 1 Input1 0=312 1=312 2=3
+Convolution              Convolution1             1 1 Input1 Convolution1_ReLU1 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution2             1 1 Convolution1_ReLU1 Convolution2_ReLU2 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_0              1 2 Convolution2_ReLU2 Convolution2_ReLU2_splitncnn_0 Convolution2_ReLU2_splitncnn_1
+Convolution              Convolution3             1 1 Convolution2_ReLU2_splitncnn_1 Convolution3_ReLU3 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution4             1 1 Convolution3_ReLU3 Convolution4_ReLU4 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Convolution              Convolution5             1 1 Convolution4_ReLU4 Convolution5_ReLU5 0=64 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_1              1 2 Convolution5_ReLU5 Convolution5_ReLU5_splitncnn_0 Convolution5_ReLU5_splitncnn_1
+Pooling                  Pooling1                 1 1 Convolution5_ReLU5_splitncnn_1 Pooling1 0=1 4=1
+InnerProduct             Convolution6             1 1 Pooling1 Convolution6_ReLU6 0=8 1=1 2=512 9=1
+InnerProduct             Convolution7             1 1 Convolution6_ReLU6 Flatten1 0=64 1=1 2=512 9=4
+Scale                    Scale1                   2 1 Convolution5_ReLU5_splitncnn_0 Flatten1 Scale1 0=-233
+Deconvolution            Deconvolution1           1 1 Scale1 Deconvolution1_ReLU7 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Split                    splitncnn_2              1 2 Deconvolution1_ReLU7 Deconvolution1_ReLU7_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1
+Crop                     Crop1                    2 1 Convolution2_ReLU2_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1 Crop1 0=4 1=4
+Eltwise                  Eltwise1                 2 1 Crop1 Deconvolution1_ReLU7_splitncnn_0 Eltwise1 0=1
+Convolution              Convolution8             1 1 Eltwise1 Convolution8_ReLU8 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution9             1 1 Convolution8_ReLU8 Convolution9 0=3 1=3 5=1 6=1728
+Split                    splitncnn_3              1 2 Convolution9 Convolution9_splitncnn_0 Convolution9_splitncnn_1
+Convolution              Convolution10            1 1 Convolution9_splitncnn_1 Convolution10_ReLU9 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution11            1 1 Convolution10_ReLU9 Convolution11_ReLU10 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_4              1 2 Convolution11_ReLU10 Convolution11_ReLU10_splitncnn_0 Convolution11_ReLU10_splitncnn_1
+Convolution              Convolution12            1 1 Convolution11_ReLU10_splitncnn_1 Convolution12_ReLU11 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution13            1 1 Convolution12_ReLU11 Convolution13_ReLU12 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution14            1 1 Convolution13_ReLU12 Convolution14_ReLU13 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_5              1 2 Convolution14_ReLU13 Convolution14_ReLU13_splitncnn_0 Convolution14_ReLU13_splitncnn_1
+Pooling                  Pooling2                 1 1 Convolution14_ReLU13_splitncnn_1 Pooling2 0=1 4=1
+InnerProduct             Convolution15            1 1 Pooling2 Convolution15_ReLU14 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution16            1 1 Convolution15_ReLU14 Flatten2 0=128 1=1 2=2048 9=4
+Scale                    Scale2                   2 1 Convolution14_ReLU13_splitncnn_0 Flatten2 Scale2 0=-233
+Split                    splitncnn_6              1 2 Scale2 Scale2_splitncnn_0 Scale2_splitncnn_1
+Convolution              Convolution17            1 1 Scale2_splitncnn_1 Convolution17_ReLU15 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Convolution              Convolution18            1 1 Convolution17_ReLU15 Convolution18_ReLU16 0=256 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Convolution              Convolution19            1 1 Convolution18_ReLU16 Convolution19_ReLU17 0=128 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Split                    splitncnn_7              1 2 Convolution19_ReLU17 Convolution19_ReLU17_splitncnn_0 Convolution19_ReLU17_splitncnn_1
+Pooling                  Pooling3                 1 1 Convolution19_ReLU17_splitncnn_1 Pooling3 0=1 4=1
+InnerProduct             Convolution20            1 1 Pooling3 Convolution20_ReLU18 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution21            1 1 Convolution20_ReLU18 Flatten3 0=128 1=1 2=2048 9=4
+Scale                    Scale3                   2 1 Convolution19_ReLU17_splitncnn_0 Flatten3 Scale3 0=-233
+Deconvolution            Deconvolution2           1 1 Scale3 Deconvolution2_ReLU19 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Split                    splitncnn_8              1 2 Deconvolution2_ReLU19 Deconvolution2_ReLU19_splitncnn_0 Deconvolution2_ReLU19_splitncnn_1
+Crop                     Crop2                    2 1 Scale2_splitncnn_0 Deconvolution2_ReLU19_splitncnn_1 Crop2 0=4 1=4
+Eltwise                  Eltwise2                 2 1 Crop2 Deconvolution2_ReLU19_splitncnn_0 Eltwise2 0=1
+Convolution              Convolution22            1 1 Eltwise2 Convolution22_ReLU20 0=64 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Convolution              Convolution23            1 1 Convolution22_ReLU20 Convolution23_ReLU21 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Split                    splitncnn_9              1 2 Convolution23_ReLU21 Convolution23_ReLU21_splitncnn_0 Convolution23_ReLU21_splitncnn_1
+Pooling                  Pooling4                 1 1 Convolution23_ReLU21_splitncnn_1 Pooling4 0=1 4=1
+InnerProduct             Convolution24            1 1 Pooling4 Convolution24_ReLU22 0=8 1=1 2=512 9=1
+InnerProduct             Convolution25            1 1 Convolution24_ReLU22 Flatten4 0=64 1=1 2=512 9=4
+Scale                    Scale4                   2 1 Convolution23_ReLU21_splitncnn_0 Flatten4 Scale4 0=-233
+Deconvolution            Deconvolution3           1 1 Scale4 Deconvolution3_ReLU23 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Split                    splitncnn_10             1 2 Deconvolution3_ReLU23 Deconvolution3_ReLU23_splitncnn_0 Deconvolution3_ReLU23_splitncnn_1
+Crop                     Crop3                    2 1 Convolution11_ReLU10_splitncnn_0 Deconvolution3_ReLU23_splitncnn_1 Crop3 0=16 1=16
+Eltwise                  Eltwise3                 2 1 Crop3 Deconvolution3_ReLU23_splitncnn_0 Eltwise3 0=1
+Convolution              Convolution26            1 1 Eltwise3 Convolution26_ReLU24 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution27            1 1 Convolution26_ReLU24 Convolution27 0=3 1=3 5=1 6=1728
+Split                    splitncnn_11             1 2 Convolution27 Convolution27_splitncnn_0 Convolution27_splitncnn_1
+Crop                     Crop4                    2 1 Convolution9_splitncnn_0 Convolution27_splitncnn_1 Crop4 0=20 1=20
+Eltwise                  Eltwise4                 2 1 Crop4 Convolution27_splitncnn_0 Eltwise4 0=1

models/models-cunet/noise3_scale2.0x_model.bin

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models/models-cunet/noise3_scale2.0x_model.param

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+Input                    input                    0 1 Input1 0=200 1=200 2=3
+Convolution              Convolution1             1 1 Input1 Convolution1_ReLU1 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution2             1 1 Convolution1_ReLU1 Convolution2_ReLU2 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_0              1 2 Convolution2_ReLU2 Convolution2_ReLU2_splitncnn_0 Convolution2_ReLU2_splitncnn_1
+Convolution              Convolution3             1 1 Convolution2_ReLU2_splitncnn_1 Convolution3_ReLU3 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution4             1 1 Convolution3_ReLU3 Convolution4_ReLU4 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Convolution              Convolution5             1 1 Convolution4_ReLU4 Convolution5_ReLU5 0=64 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_1              1 2 Convolution5_ReLU5 Convolution5_ReLU5_splitncnn_0 Convolution5_ReLU5_splitncnn_1
+Pooling                  Pooling1                 1 1 Convolution5_ReLU5_splitncnn_1 Pooling1 0=1 4=1
+InnerProduct             Convolution6             1 1 Pooling1 Convolution6_ReLU6 0=8 1=1 2=512 9=1
+InnerProduct             Convolution7             1 1 Convolution6_ReLU6 Flatten1 0=64 1=1 2=512 9=4
+Scale                    Scale1                   2 1 Convolution5_ReLU5_splitncnn_0 Flatten1 Scale1 0=-233
+Deconvolution            Deconvolution1           1 1 Scale1 Deconvolution1_ReLU7 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Split                    splitncnn_2              1 2 Deconvolution1_ReLU7 Deconvolution1_ReLU7_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1
+Crop                     Crop1                    2 1 Convolution2_ReLU2_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1 Crop1 0=4 1=4
+Eltwise                  Eltwise1                 2 1 Crop1 Deconvolution1_ReLU7_splitncnn_0 Eltwise1 0=1
+Convolution              Convolution8             1 1 Eltwise1 Convolution8_ReLU8 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Deconvolution            Deconvolution2           1 1 Convolution8_ReLU8 Deconvolution2 0=3 1=4 3=2 4=3 5=1 6=3072
+Split                    splitncnn_3              1 2 Deconvolution2 Deconvolution2_splitncnn_0 Deconvolution2_splitncnn_1
+Convolution              Convolution9             1 1 Deconvolution2_splitncnn_1 Convolution9_ReLU9 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution10            1 1 Convolution9_ReLU9 Convolution10_ReLU10 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_4              1 2 Convolution10_ReLU10 Convolution10_ReLU10_splitncnn_0 Convolution10_ReLU10_splitncnn_1
+Convolution              Convolution11            1 1 Convolution10_ReLU10_splitncnn_1 Convolution11_ReLU11 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution12            1 1 Convolution11_ReLU11 Convolution12_ReLU12 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution13            1 1 Convolution12_ReLU12 Convolution13_ReLU13 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_5              1 2 Convolution13_ReLU13 Convolution13_ReLU13_splitncnn_0 Convolution13_ReLU13_splitncnn_1
+Pooling                  Pooling2                 1 1 Convolution13_ReLU13_splitncnn_1 Pooling2 0=1 4=1
+InnerProduct             Convolution14            1 1 Pooling2 Convolution14_ReLU14 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution15            1 1 Convolution14_ReLU14 Flatten2 0=128 1=1 2=2048 9=4
+Scale                    Scale2                   2 1 Convolution13_ReLU13_splitncnn_0 Flatten2 Scale2 0=-233
+Split                    splitncnn_6              1 2 Scale2 Scale2_splitncnn_0 Scale2_splitncnn_1
+Convolution              Convolution16            1 1 Scale2_splitncnn_1 Convolution16_ReLU15 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Convolution              Convolution17            1 1 Convolution16_ReLU15 Convolution17_ReLU16 0=256 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Convolution              Convolution18            1 1 Convolution17_ReLU16 Convolution18_ReLU17 0=128 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Split                    splitncnn_7              1 2 Convolution18_ReLU17 Convolution18_ReLU17_splitncnn_0 Convolution18_ReLU17_splitncnn_1
+Pooling                  Pooling3                 1 1 Convolution18_ReLU17_splitncnn_1 Pooling3 0=1 4=1
+InnerProduct             Convolution19            1 1 Pooling3 Convolution19_ReLU18 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution20            1 1 Convolution19_ReLU18 Flatten3 0=128 1=1 2=2048 9=4
+Scale                    Scale3                   2 1 Convolution18_ReLU17_splitncnn_0 Flatten3 Scale3 0=-233
+Deconvolution            Deconvolution3           1 1 Scale3 Deconvolution3_ReLU19 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Split                    splitncnn_8              1 2 Deconvolution3_ReLU19 Deconvolution3_ReLU19_splitncnn_0 Deconvolution3_ReLU19_splitncnn_1
+Crop                     Crop2                    2 1 Scale2_splitncnn_0 Deconvolution3_ReLU19_splitncnn_1 Crop2 0=4 1=4
+Eltwise                  Eltwise2                 2 1 Crop2 Deconvolution3_ReLU19_splitncnn_0 Eltwise2 0=1
+Convolution              Convolution21            1 1 Eltwise2 Convolution21_ReLU20 0=64 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Convolution              Convolution22            1 1 Convolution21_ReLU20 Convolution22_ReLU21 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Split                    splitncnn_9              1 2 Convolution22_ReLU21 Convolution22_ReLU21_splitncnn_0 Convolution22_ReLU21_splitncnn_1
+Pooling                  Pooling4                 1 1 Convolution22_ReLU21_splitncnn_1 Pooling4 0=1 4=1
+InnerProduct             Convolution23            1 1 Pooling4 Convolution23_ReLU22 0=8 1=1 2=512 9=1
+InnerProduct             Convolution24            1 1 Convolution23_ReLU22 Flatten4 0=64 1=1 2=512 9=4
+Scale                    Scale4                   2 1 Convolution22_ReLU21_splitncnn_0 Flatten4 Scale4 0=-233
+Deconvolution            Deconvolution4           1 1 Scale4 Deconvolution4_ReLU23 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Split                    splitncnn_10             1 2 Deconvolution4_ReLU23 Deconvolution4_ReLU23_splitncnn_0 Deconvolution4_ReLU23_splitncnn_1
+Crop                     Crop3                    2 1 Convolution10_ReLU10_splitncnn_0 Deconvolution4_ReLU23_splitncnn_1 Crop3 0=16 1=16
+Eltwise                  Eltwise3                 2 1 Crop3 Deconvolution4_ReLU23_splitncnn_0 Eltwise3 0=1
+Convolution              Convolution25            1 1 Eltwise3 Convolution25_ReLU24 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution26            1 1 Convolution25_ReLU24 Convolution26 0=3 1=3 5=1 6=1728
+Split                    splitncnn_11             1 2 Convolution26 Convolution26_splitncnn_0 Convolution26_splitncnn_1
+Crop                     Crop4                    2 1 Deconvolution2_splitncnn_0 Convolution26_splitncnn_1 Crop4 0=20 1=20
+Eltwise                  Eltwise4                 2 1 Crop4 Convolution26_splitncnn_0 Eltwise4 0=1

models/models-cunet/scale2.0x_model.bin

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models/models-cunet/scale2.0x_model.param

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+Input                    input                    0 1 Input1 0=200 1=200 2=3
+Convolution              Convolution1             1 1 Input1 Convolution1_ReLU1 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution2             1 1 Convolution1_ReLU1 Convolution2_ReLU2 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_0              1 2 Convolution2_ReLU2 Convolution2_ReLU2_splitncnn_0 Convolution2_ReLU2_splitncnn_1
+Convolution              Convolution3             1 1 Convolution2_ReLU2_splitncnn_1 Convolution3_ReLU3 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution4             1 1 Convolution3_ReLU3 Convolution4_ReLU4 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Convolution              Convolution5             1 1 Convolution4_ReLU4 Convolution5_ReLU5 0=64 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_1              1 2 Convolution5_ReLU5 Convolution5_ReLU5_splitncnn_0 Convolution5_ReLU5_splitncnn_1
+Pooling                  Pooling1                 1 1 Convolution5_ReLU5_splitncnn_1 Pooling1 0=1 4=1
+InnerProduct             Convolution6             1 1 Pooling1 Convolution6_ReLU6 0=8 1=1 2=512 9=1
+InnerProduct             Convolution7             1 1 Convolution6_ReLU6 Flatten1 0=64 1=1 2=512 9=4
+Scale                    Scale1                   2 1 Convolution5_ReLU5_splitncnn_0 Flatten1 Scale1 0=-233
+Deconvolution            Deconvolution1           1 1 Scale1 Deconvolution1_ReLU7 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Split                    splitncnn_2              1 2 Deconvolution1_ReLU7 Deconvolution1_ReLU7_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1
+Crop                     Crop1                    2 1 Convolution2_ReLU2_splitncnn_0 Deconvolution1_ReLU7_splitncnn_1 Crop1 0=4 1=4
+Eltwise                  Eltwise1                 2 1 Crop1 Deconvolution1_ReLU7_splitncnn_0 Eltwise1 0=1
+Convolution              Convolution8             1 1 Eltwise1 Convolution8_ReLU8 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Deconvolution            Deconvolution2           1 1 Convolution8_ReLU8 Deconvolution2 0=3 1=4 3=2 4=3 5=1 6=3072
+Split                    splitncnn_3              1 2 Deconvolution2 Deconvolution2_splitncnn_0 Deconvolution2_splitncnn_1
+Convolution              Convolution9             1 1 Deconvolution2_splitncnn_1 Convolution9_ReLU9 0=32 1=3 5=1 6=864 9=2 -23310=1,0.100000
+Convolution              Convolution10            1 1 Convolution9_ReLU9 Convolution10_ReLU10 0=64 1=3 5=1 6=18432 9=2 -23310=1,0.100000
+Split                    splitncnn_4              1 2 Convolution10_ReLU10 Convolution10_ReLU10_splitncnn_0 Convolution10_ReLU10_splitncnn_1
+Convolution              Convolution11            1 1 Convolution10_ReLU10_splitncnn_1 Convolution11_ReLU11 0=64 1=2 3=2 5=1 6=16384 9=2 -23310=1,0.100000
+Convolution              Convolution12            1 1 Convolution11_ReLU11 Convolution12_ReLU12 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
+Convolution              Convolution13            1 1 Convolution12_ReLU12 Convolution13_ReLU13 0=128 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Split                    splitncnn_5              1 2 Convolution13_ReLU13 Convolution13_ReLU13_splitncnn_0 Convolution13_ReLU13_splitncnn_1
+Pooling                  Pooling2                 1 1 Convolution13_ReLU13_splitncnn_1 Pooling2 0=1 4=1
+InnerProduct             Convolution14            1 1 Pooling2 Convolution14_ReLU14 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution15            1 1 Convolution14_ReLU14 Flatten2 0=128 1=1 2=2048 9=4
+Scale                    Scale2                   2 1 Convolution13_ReLU13_splitncnn_0 Flatten2 Scale2 0=-233
+Split                    splitncnn_6              1 2 Scale2 Scale2_splitncnn_0 Scale2_splitncnn_1
+Convolution              Convolution16            1 1 Scale2_splitncnn_1 Convolution16_ReLU15 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Convolution              Convolution17            1 1 Convolution16_ReLU15 Convolution17_ReLU16 0=256 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Convolution              Convolution18            1 1 Convolution17_ReLU16 Convolution18_ReLU17 0=128 1=3 5=1 6=294912 9=2 -23310=1,0.100000
+Split                    splitncnn_7              1 2 Convolution18_ReLU17 Convolution18_ReLU17_splitncnn_0 Convolution18_ReLU17_splitncnn_1
+Pooling                  Pooling3                 1 1 Convolution18_ReLU17_splitncnn_1 Pooling3 0=1 4=1
+InnerProduct             Convolution19            1 1 Pooling3 Convolution19_ReLU18 0=16 1=1 2=2048 9=1
+InnerProduct             Convolution20            1 1 Convolution19_ReLU18 Flatten3 0=128 1=1 2=2048 9=4
+Scale                    Scale3                   2 1 Convolution18_ReLU17_splitncnn_0 Flatten3 Scale3 0=-233
+Deconvolution            Deconvolution3           1 1 Scale3 Deconvolution3_ReLU19 0=128 1=2 3=2 5=1 6=65536 9=2 -23310=1,0.100000
+Split                    splitncnn_8              1 2 Deconvolution3_ReLU19 Deconvolution3_ReLU19_splitncnn_0 Deconvolution3_ReLU19_splitncnn_1
+Crop                     Crop2                    2 1 Scale2_splitncnn_0 Deconvolution3_ReLU19_splitncnn_1 Crop2 0=4 1=4
+Eltwise                  Eltwise2                 2 1 Crop2 Deconvolution3_ReLU19_splitncnn_0 Eltwise2 0=1
+Convolution              Convolution21            1 1 Eltwise2 Convolution21_ReLU20 0=64 1=3 5=1 6=73728 9=2 -23310=1,0.100000
+Convolution              Convolution22            1 1 Convolution21_ReLU20 Convolution22_ReLU21 0=64 1=3 5=1 6=36864 9=2 -23310=1,0.100000
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