diff --git a/LICENSE b/LICENSE index f288702..0933115 100644 --- a/LICENSE +++ b/LICENSE @@ -631,8 +631,8 @@ to attach them to the start of each source file to most effectively state the exclusion of warranty; and each file should have at least the "copyright" line and a pointer to where the full notice is found. - - Copyright (C) + A simple PyQT5 frontend to upscale both videos and images + Copyright (C) 2023 Janis Hutz This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by @@ -652,7 +652,7 @@ Also add information on how to contact you by electronic and paper mail. If the program does terminal interaction, make it output a short notice like this when it starts in an interactive mode: - Copyright (C) + ImageVideoUpscalerFrontend Copyright (C) 2023 Janis Hutz This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. This is free software, and you are welcome to redistribute it under certain conditions; type `show c' for details. diff --git a/bin/__pycache__/handler.cpython-311.pyc b/bin/__pycache__/handler.cpython-311.pyc index 6868065..cbbd6d8 100644 Binary files a/bin/__pycache__/handler.cpython-311.pyc and b/bin/__pycache__/handler.cpython-311.pyc differ diff --git a/bin/__pycache__/probe.cpython-311.pyc b/bin/__pycache__/probe.cpython-311.pyc index bdb75f5..2fca37d 100644 Binary files a/bin/__pycache__/probe.cpython-311.pyc and b/bin/__pycache__/probe.cpython-311.pyc differ diff --git a/bin/handler.py b/bin/handler.py index b166fd0..8cac029 100644 --- a/bin/handler.py +++ b/bin/handler.py @@ -32,7 +32,10 @@ class Handler: self.tmppath = "" self.videometa = {} - def handler(self, fsrpath, filepath, quality_mode, quality_setting, output_path, sharpening, scaling, filetype, scalerEngine, threads=4 ): + +# TODO: CHECK if this upscaler is any good: https://github.com/Maximellerbach/Image-Processing-using-AI (looks quite promising) + + def handler(self, fsrpath, filepath, quality_setting, output_path, sharpening, scaling, filetype, scalerEngine, model, threads=4 ): # Function to be called when using this class as this function automatically determines if file is video or image print( '\n\nFSRImageVideoUpscalerFrontend - V1.1.0\n\nCopyright 2023 FSRImageVideoUpscalerFrontend contributors\n\n\n\n' ); @@ -61,37 +64,28 @@ class Handler: # Determining filetype if str(filepath)[len(filepath) - 4:] == ".mp4" or str(filepath)[len(filepath) - 4:] == ".mkv" or str(filepath)[len(filepath) - 4:] == ".MP4": print( '\n\n==> Upscaling video' ) - self.video_scaling( fsrpath, filepath, quality_mode, quality_setting, output_path, threads, sharpening, scaling, filetype, scalerEngine ) + self.video_scaling( fsrpath, filepath, quality_setting, output_path, threads, sharpening, scaling, filetype, scalerEngine, model ) elif str(filepath)[len(filepath) - 4:] == ".JPG" or str(filepath)[len(filepath) - 4:] == ".png" or str(filepath)[len(filepath) - 4:] == ".jpg" or str(filepath)[len(filepath) - 5:] == ".jpeg": print( '\n==>upscaling image' ) - self.photo_scaling(fsrpath, filepath, quality_mode, quality_setting, output_path) + self.photo_scaling(fsrpath, filepath, quality_setting, output_path) else: print("not supported") return False - def photo_scaling(self, fsrpath, filepath, quality_mode, quality_setting, output_path): + def photo_scaling(self, fsrpath, filepath, quality_setting, output_path): # DO NOT CALL THIS! Use Handler().handler() instead! - if quality_mode == "default": - if self.os_type == "linux": - self.command = f"wine {fsrpath} -QualityMode {quality_setting} {self.filepath} {output_path}" - elif self.os_type == "win32": - self.command = f"FidelityFX_CLI -QualityMode {quality_setting} {self.filepath} {output_path}" - else: - print("OS CURRENTLY UNSUPPORTED!") - return False + if self.os_type == "linux": + self.command = f"wine {fsrpath} -Scale {quality_setting} {quality_setting} {self.filepath} {output_path}" + elif self.os_type == "win32": + self.command = f"FidelityFX_CLI -Scale {quality_setting} {quality_setting} {self.filepath} {output_path}" else: - if self.os_type == "linux": - self.command = f"wine {fsrpath} -Scale {quality_setting} {quality_setting} {self.filepath} {output_path}" - elif self.os_type == "win32": - self.command = f"FidelityFX_CLI -Scale {quality_setting} {quality_setting} {self.filepath} {output_path}" - else: - print("OS CURRENTLY UNSUPPORTED!") - return False + print("OS CURRENTLY UNSUPPORTED!") + return False os.system(self.command) print( '\n\n==>Photo upscaled' ); - def video_scaling( self, fsrpath, filepath, quality_mode, quality_setting, output_path, threads, sharpening, scaling, filetype, scalerEngine ): + def video_scaling( self, fsrpath, filepath, quality_setting, output_path, threads, sharpening, scaling, filetype, scalerEngine, model ): # DO NOT CALL THIS! Use Handler().handler() instead! # Splitting video into frames @@ -117,11 +111,31 @@ class Handler: os.system( self.command ) print( '\n==> Video split ' ) + # Retrieving Video metadata + self.filelist = os.listdir(self.tmppath) + self.videometa = ffmpeg.probe(str(filepath))["streams"].pop(0) + + self.duration = self.videometa.get( 'duration' ) + self.frames = len( self.filelist ) + try: + self.framerate = round(float(self.frames) / float(self.duration), 1) + except TypeError: + print( '\n\n=> using fallback method to get framerate' ) + self.infos = str( self.videometa.get( 'r_frame_rate' ) ) + self.framerate = float( self.infos[:len(self.infos) - 2] ) + + print( '\n\n==> Video duration is: ', self.duration, 's' ) + print( '==> Framecount is: ', self.frames, ' frames' ) + print( '==> Frame rate is: ', self.framerate, ' FPS' ) + print( '==> Running with: ', threads, ' threads\n\n' ) + + time.sleep( 2 ); + if ( scalerEngine == 'fsr' ): - self.fsrScaler( self.tmppath, filepath, threads, quality_mode, fsrpath, quality_setting, sharpening, scaling, filetype ) + self.fsrScaler( self.tmppath, filepath, threads, fsrpath, quality_setting + 'x', sharpening, scaling, filetype ) elif ( scalerEngine == 'SS' ): - self.superScaler( self.tmppath, threads, quality_setting, self.os_type ) + self.superScaler( self.tmppath, threads, quality_setting, self.os_type, model ) else: raise Exception( 'ERROR upscaling. scalerEngine invalid' ); @@ -153,25 +167,31 @@ class Handler: # reassemble Video print( '\n\n==>Reassembling Video... with framerate @', self.framerate, '\n\n' ) if self.os_type == 'linux': - self.command = f'ffmpeg -framerate {self.framerate} -i {self.tmppath}sc/ig%08d.bmp {output_path} -i {self.tmppath}audio.aac' + self.command = f'ffmpeg -framerate {self.framerate} -i {self.tmppath}sc/ig%08d.{filetype} {output_path} -i {self.tmppath}audio.aac' elif self.os_type == 'win32': - self.command = f'ffmpeg -framerate {self.framerate} -i \"{self.tmppath}sc\\ig%08d.bmp\" {output_path} -i {self.tmppath}audio.aac' + self.command = f'ffmpeg -framerate {self.framerate} -i \"{self.tmppath}sc\\ig%08d.{filetype}\" {output_path} -i {self.tmppath}audio.aac' else: print( 'OS CURRENTLY UNSUPPORTED!' ); return False os.system( self.command ) - def superScaler ( self, tmppath, threads, quality_setting, os_platform ): - print( tmppath ); + def superScaler ( self, tmppath, threads, quality_setting, os_platform, model ): + print( '\n\n==> Preparing to upscale videos <==\n\n==> You will see a lot of numbers flying by showing the progress of the upscaling of each individual image.\n==> This process might take a long time, depending on the length of the video.\n\n') + time.sleep( 2 ); + + try: + os.mkdir( f'{tmppath}sc' ) + except FileExistsError: + pass if ( os_platform == 'win32' ): - self.command = f'realesrgan-ncnn-vulkan -i {tmppath} -o {tmppath}\\us -s {quality_setting} -j {threads}:{threads}:{threads}' + self.command = f'realesrgan-ncnn-vulkan -i {tmppath} -o {tmppath}sc -s {quality_setting} -j {threads}:{threads}:{threads} -n {model}' elif ( os_platform == 'linux' ): - self.command = f'wine ./bin/lib/realesrgan-ncnn-vulkan.exe -i {tmppath} -o {tmppath}/us -s {quality_setting} -j {threads}:{threads}:{threads}' + self.command = f'wine ./bin/lib/realesrgan-ncnn-vulkan.exe -i {tmppath} -o {tmppath}sc -s {quality_setting} -j {threads}:{threads}:{threads} -n {model}' os.system( self.command ); - def fsrScaler ( self, tmppath, filepath, threads, quality_mode, fsrpath, quality_setting, sharpening, scaling, filetype ): + def fsrScaler ( self, tmppath, filepath, threads, fsrpath, quality_setting, sharpening, scaling, filetype ): # Locate Images and assemble FSR-Command self.file_list = [] self.filelist = os.listdir(tmppath) @@ -191,26 +211,6 @@ class Handler: self.maxlength = 31900 self.pos = 1 - - # Retrieving Video metadata - self.videometa = ffmpeg.probe(str(filepath))["streams"].pop(0) - - self.duration = self.videometa.get( 'duration' ) - self.frames = len( self.filelist ) - try: - self.framerate = round(float(self.frames) / float(self.duration), 1) - except TypeError: - print( '\n\n=> using fallback method to get framerate' ) - self.infos = str( self.videometa.get( 'r_frame_rate' ) ) - self.framerate = float( self.infos[:len(self.infos) - 2] ) - - print( '\n\n==> Video duration is: ', self.duration, 's' ) - print( '==> Framecount is: ', self.frames, ' frames' ) - print( '==> Frame rate is: ', self.framerate, ' FPS' ) - print( '==> Running with: ', threads, ' threads\n\n' ) - - time.sleep( 2 ); - try: os.mkdir( f'{tmppath}us' ) except FileExistsError: @@ -240,7 +240,7 @@ class Handler: if ( i == self.threads - 1 ): for element in self.file_list: self.files += element; - self.command_list.append( ( quality_mode, self.files, fsrpath, quality_setting, i, self.maxlength, self.os_type ) ) + self.command_list.append( ( self.files, fsrpath, quality_setting, i, self.maxlength, self.os_type ) ) self.pool = multiprocessing.Pool( self.threads ) self.pool.starmap( upscalerEngine, self.command_list ); @@ -300,7 +300,7 @@ class Handler: -def upscalerEngine ( quality_mode, files, fsrpath, quality_setting, number, maxlength, os_type ): +def upscalerEngine ( files, fsrpath, quality_setting, number, maxlength, os_type ): files = files; # Refactoring of commands that are longer than 32K characters fileout = []; @@ -350,22 +350,13 @@ def upscalerEngine ( quality_mode, files, fsrpath, quality_setting, number, max while len( fileout ) > 0: files_handle = fileout.pop(0) - if quality_mode == 'default': - if os_type == 'linux': - command_us = f'wine {fsrpath} -QualityMode {quality_setting} {files_handle}' - elif os_type == 'win32': - command_us = f'FidelityFX_CLI -QualityMode {quality_setting} {files_handle}' - else: - print( 'OS CURRENTLY UNSUPPORTED!' ) - return False + if os_type == 'linux': + command_us = f'wine {fsrpath} -Scale {quality_setting} {quality_setting} {files_handle}' + elif os_type == 'win32': + command_us = f'FidelityFX_CLI -Scale {quality_setting} {quality_setting} {files_handle}' else: - if os_type == 'linux': - command_us = f'wine {fsrpath} -Scale {quality_setting} {quality_setting} {files_handle}' - elif os_type == 'win32': - command_us = f'FidelityFX_CLI -Scale {quality_setting} {quality_setting} {files_handle}' - else: - print( 'OS CURRENTLY UNSUPPORTED!' ) - return False + print( 'OS CURRENTLY UNSUPPORTED!' ) + return False sub = subprocess.Popen( command_us, shell=True ); sub.wait(); time.sleep(3) diff --git a/bin/lib/models/realesr-animevideov3-x2.bin b/bin/lib/models/realesr-animevideov3-x2.bin new file mode 100644 index 0000000..2069105 Binary files /dev/null and b/bin/lib/models/realesr-animevideov3-x2.bin differ diff --git a/bin/lib/models/realesr-animevideov3-x2.param b/bin/lib/models/realesr-animevideov3-x2.param new file mode 100644 index 0000000..42e7748 --- /dev/null +++ b/bin/lib/models/realesr-animevideov3-x2.param @@ -0,0 +1,43 @@ +7767517 +41 42 +Input input.1 0 1 data +Split splitncnn_input0 1 2 data input.1_splitncnn_0 input.1_splitncnn_1 +Convolution Conv_0 1 1 input.1_splitncnn_1 54 0=64 1=3 4=1 5=1 6=1728 +PReLU PRelu_1 1 1 54 56 0=64 +Convolution Conv_2 1 1 56 57 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_3 1 1 57 59 0=64 +Convolution Conv_4 1 1 59 60 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_5 1 1 60 62 0=64 +Convolution Conv_6 1 1 62 63 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_7 1 1 63 65 0=64 +Convolution Conv_8 1 1 65 66 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_9 1 1 66 68 0=64 +Convolution Conv_10 1 1 68 69 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_11 1 1 69 71 0=64 +Convolution Conv_12 1 1 71 72 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_13 1 1 72 74 0=64 +Convolution Conv_14 1 1 74 75 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_15 1 1 75 77 0=64 +Convolution Conv_16 1 1 77 78 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_17 1 1 78 80 0=64 +Convolution Conv_18 1 1 80 81 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_19 1 1 81 83 0=64 +Convolution Conv_20 1 1 83 84 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_21 1 1 84 86 0=64 +Convolution Conv_22 1 1 86 87 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_23 1 1 87 89 0=64 +Convolution Conv_24 1 1 89 90 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_25 1 1 90 92 0=64 +Convolution Conv_26 1 1 92 93 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_27 1 1 93 95 0=64 +Convolution Conv_28 1 1 95 96 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_29 1 1 96 98 0=64 +Convolution Conv_30 1 1 98 99 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_31 1 1 99 101 0=64 +Convolution Conv_32 1 1 101 102 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_33 1 1 102 104 0=64 +Convolution Conv_34 1 1 104 105 0=48 1=3 4=1 5=1 6=27648 +PixelShuffle DepthToSpace_35 1 1 105 106 0=4 +Interp Resize_37 1 1 input.1_splitncnn_0 111 0=1 1=4.000000e+00 2=4.000000e+00 +BinaryOp Add_38 2 1 106 111 112 +Interp Resize_40 1 1 112 output 0=3 1=5.000000e-01 2=5.000000e-01 diff --git a/bin/lib/models/realesr-animevideov3-x3.bin b/bin/lib/models/realesr-animevideov3-x3.bin new file mode 100644 index 0000000..2069105 Binary files /dev/null and b/bin/lib/models/realesr-animevideov3-x3.bin differ diff --git a/bin/lib/models/realesr-animevideov3-x3.param b/bin/lib/models/realesr-animevideov3-x3.param new file mode 100644 index 0000000..bf47185 --- /dev/null +++ b/bin/lib/models/realesr-animevideov3-x3.param @@ -0,0 +1,43 @@ +7767517 +41 42 +Input input.1 0 1 data +Split splitncnn_input0 1 2 data input.1_splitncnn_0 input.1_splitncnn_1 +Convolution Conv_0 1 1 input.1_splitncnn_1 54 0=64 1=3 4=1 5=1 6=1728 +PReLU PRelu_1 1 1 54 56 0=64 +Convolution Conv_2 1 1 56 57 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_3 1 1 57 59 0=64 +Convolution Conv_4 1 1 59 60 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_5 1 1 60 62 0=64 +Convolution Conv_6 1 1 62 63 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_7 1 1 63 65 0=64 +Convolution Conv_8 1 1 65 66 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_9 1 1 66 68 0=64 +Convolution Conv_10 1 1 68 69 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_11 1 1 69 71 0=64 +Convolution Conv_12 1 1 71 72 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_13 1 1 72 74 0=64 +Convolution Conv_14 1 1 74 75 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_15 1 1 75 77 0=64 +Convolution Conv_16 1 1 77 78 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_17 1 1 78 80 0=64 +Convolution Conv_18 1 1 80 81 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_19 1 1 81 83 0=64 +Convolution Conv_20 1 1 83 84 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_21 1 1 84 86 0=64 +Convolution Conv_22 1 1 86 87 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_23 1 1 87 89 0=64 +Convolution Conv_24 1 1 89 90 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_25 1 1 90 92 0=64 +Convolution Conv_26 1 1 92 93 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_27 1 1 93 95 0=64 +Convolution Conv_28 1 1 95 96 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_29 1 1 96 98 0=64 +Convolution Conv_30 1 1 98 99 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_31 1 1 99 101 0=64 +Convolution Conv_32 1 1 101 102 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_33 1 1 102 104 0=64 +Convolution Conv_34 1 1 104 105 0=48 1=3 4=1 5=1 6=27648 +PixelShuffle DepthToSpace_35 1 1 105 106 0=4 +Interp Resize_37 1 1 input.1_splitncnn_0 111 0=1 1=4.000000e+00 2=4.000000e+00 +BinaryOp Add_38 2 1 106 111 112 +Interp Resize_40 1 1 112 output 0=3 1=7.500000e-01 2=7.500000e-01 diff --git a/bin/lib/models/realesr-animevideov3-x4.bin b/bin/lib/models/realesr-animevideov3-x4.bin new file mode 100644 index 0000000..2069105 Binary files /dev/null and b/bin/lib/models/realesr-animevideov3-x4.bin differ diff --git a/bin/lib/models/realesr-animevideov3-x4.param b/bin/lib/models/realesr-animevideov3-x4.param new file mode 100644 index 0000000..5b922cc --- /dev/null +++ b/bin/lib/models/realesr-animevideov3-x4.param @@ -0,0 +1,42 @@ +7767517 +40 41 +Input input.1 0 1 data +Split splitncnn_input0 1 2 data input.1_splitncnn_0 input.1_splitncnn_1 +Convolution Conv_0 1 1 input.1_splitncnn_1 54 0=64 1=3 4=1 5=1 6=1728 +PReLU PRelu_1 1 1 54 56 0=64 +Convolution Conv_2 1 1 56 57 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_3 1 1 57 59 0=64 +Convolution Conv_4 1 1 59 60 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_5 1 1 60 62 0=64 +Convolution Conv_6 1 1 62 63 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_7 1 1 63 65 0=64 +Convolution Conv_8 1 1 65 66 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_9 1 1 66 68 0=64 +Convolution Conv_10 1 1 68 69 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_11 1 1 69 71 0=64 +Convolution Conv_12 1 1 71 72 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_13 1 1 72 74 0=64 +Convolution Conv_14 1 1 74 75 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_15 1 1 75 77 0=64 +Convolution Conv_16 1 1 77 78 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_17 1 1 78 80 0=64 +Convolution Conv_18 1 1 80 81 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_19 1 1 81 83 0=64 +Convolution Conv_20 1 1 83 84 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_21 1 1 84 86 0=64 +Convolution Conv_22 1 1 86 87 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_23 1 1 87 89 0=64 +Convolution Conv_24 1 1 89 90 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_25 1 1 90 92 0=64 +Convolution Conv_26 1 1 92 93 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_27 1 1 93 95 0=64 +Convolution Conv_28 1 1 95 96 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_29 1 1 96 98 0=64 +Convolution Conv_30 1 1 98 99 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_31 1 1 99 101 0=64 +Convolution Conv_32 1 1 101 102 0=64 1=3 4=1 5=1 6=36864 +PReLU PRelu_33 1 1 102 104 0=64 +Convolution Conv_34 1 1 104 105 0=48 1=3 4=1 5=1 6=27648 +PixelShuffle DepthToSpace_35 1 1 105 106 0=4 +Interp Resize_37 1 1 input.1_splitncnn_0 111 0=1 1=4.000000e+00 2=4.000000e+00 +BinaryOp Add_38 2 1 106 111 output diff --git a/bin/lib/models/realesrgan-x4plus-anime.bin b/bin/lib/models/realesrgan-x4plus-anime.bin new file mode 100644 index 0000000..95201b7 Binary files /dev/null and b/bin/lib/models/realesrgan-x4plus-anime.bin differ diff --git a/bin/lib/models/realesrgan-x4plus-anime.param b/bin/lib/models/realesrgan-x4plus-anime.param new file mode 100644 index 0000000..6c98f9a --- /dev/null +++ b/bin/lib/models/realesrgan-x4plus-anime.param @@ -0,0 +1,270 @@ +7767517 +268 473 +Input input.1 0 1 data +Convolution Conv_0 1 1 data 193 0=64 1=3 4=1 5=1 6=1728 +Split splitncnn_0 1 8 193 193_splitncnn_0 193_splitncnn_1 193_splitncnn_2 193_splitncnn_3 193_splitncnn_4 193_splitncnn_5 193_splitncnn_6 193_splitncnn_7 +Convolution Conv_1 1 1 193_splitncnn_7 195 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_1 1 4 195 195_splitncnn_0 195_splitncnn_1 195_splitncnn_2 195_splitncnn_3 +Concat Concat_3 2 1 193_splitncnn_6 195_splitncnn_3 196 +Convolution Conv_4 1 1 196 198 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_2 1 3 198 198_splitncnn_0 198_splitncnn_1 198_splitncnn_2 +Concat Concat_6 3 1 193_splitncnn_5 195_splitncnn_2 198_splitncnn_2 199 +Convolution Conv_7 1 1 199 201 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_3 1 2 201 201_splitncnn_0 201_splitncnn_1 +Concat Concat_9 4 1 193_splitncnn_4 195_splitncnn_1 198_splitncnn_1 201_splitncnn_1 202 +Convolution Conv_10 1 1 202 204 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_12 5 1 193_splitncnn_3 195_splitncnn_0 198_splitncnn_0 201_splitncnn_0 204 205 +Convolution Conv_13 1 1 205 206 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_16 2 1 206 193_splitncnn_2 209 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_4 1 6 209 209_splitncnn_0 209_splitncnn_1 209_splitncnn_2 209_splitncnn_3 209_splitncnn_4 209_splitncnn_5 +Convolution Conv_17 1 1 209_splitncnn_5 211 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_5 1 4 211 211_splitncnn_0 211_splitncnn_1 211_splitncnn_2 211_splitncnn_3 +Concat Concat_19 2 1 209_splitncnn_4 211_splitncnn_3 212 +Convolution Conv_20 1 1 212 214 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_6 1 3 214 214_splitncnn_0 214_splitncnn_1 214_splitncnn_2 +Concat Concat_22 3 1 209_splitncnn_3 211_splitncnn_2 214_splitncnn_2 215 +Convolution Conv_23 1 1 215 217 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_7 1 2 217 217_splitncnn_0 217_splitncnn_1 +Concat Concat_25 4 1 209_splitncnn_2 211_splitncnn_1 214_splitncnn_1 217_splitncnn_1 218 +Convolution Conv_26 1 1 218 220 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_28 5 1 209_splitncnn_1 211_splitncnn_0 214_splitncnn_0 217_splitncnn_0 220 221 +Convolution Conv_29 1 1 221 222 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_32 2 1 222 209_splitncnn_0 225 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_8 1 6 225 225_splitncnn_0 225_splitncnn_1 225_splitncnn_2 225_splitncnn_3 225_splitncnn_4 225_splitncnn_5 +Convolution Conv_33 1 1 225_splitncnn_5 227 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_9 1 4 227 227_splitncnn_0 227_splitncnn_1 227_splitncnn_2 227_splitncnn_3 +Concat Concat_35 2 1 225_splitncnn_4 227_splitncnn_3 228 +Convolution Conv_36 1 1 228 230 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_10 1 3 230 230_splitncnn_0 230_splitncnn_1 230_splitncnn_2 +Concat Concat_38 3 1 225_splitncnn_3 227_splitncnn_2 230_splitncnn_2 231 +Convolution Conv_39 1 1 231 233 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_11 1 2 233 233_splitncnn_0 233_splitncnn_1 +Concat Concat_41 4 1 225_splitncnn_2 227_splitncnn_1 230_splitncnn_1 233_splitncnn_1 234 +Convolution Conv_42 1 1 234 236 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_44 5 1 225_splitncnn_1 227_splitncnn_0 230_splitncnn_0 233_splitncnn_0 236 237 +Convolution Conv_45 1 1 237 238 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_48 2 1 238 225_splitncnn_0 241 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_51 2 1 241 193_splitncnn_1 244 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_12 1 7 244 244_splitncnn_0 244_splitncnn_1 244_splitncnn_2 244_splitncnn_3 244_splitncnn_4 244_splitncnn_5 244_splitncnn_6 +Convolution Conv_52 1 1 244_splitncnn_6 246 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_13 1 4 246 246_splitncnn_0 246_splitncnn_1 246_splitncnn_2 246_splitncnn_3 +Concat Concat_54 2 1 244_splitncnn_5 246_splitncnn_3 247 +Convolution Conv_55 1 1 247 249 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_14 1 3 249 249_splitncnn_0 249_splitncnn_1 249_splitncnn_2 +Concat Concat_57 3 1 244_splitncnn_4 246_splitncnn_2 249_splitncnn_2 250 +Convolution Conv_58 1 1 250 252 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_15 1 2 252 252_splitncnn_0 252_splitncnn_1 +Concat Concat_60 4 1 244_splitncnn_3 246_splitncnn_1 249_splitncnn_1 252_splitncnn_1 253 +Convolution Conv_61 1 1 253 255 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_63 5 1 244_splitncnn_2 246_splitncnn_0 249_splitncnn_0 252_splitncnn_0 255 256 +Convolution Conv_64 1 1 256 257 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_67 2 1 257 244_splitncnn_1 260 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_16 1 6 260 260_splitncnn_0 260_splitncnn_1 260_splitncnn_2 260_splitncnn_3 260_splitncnn_4 260_splitncnn_5 +Convolution Conv_68 1 1 260_splitncnn_5 262 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_17 1 4 262 262_splitncnn_0 262_splitncnn_1 262_splitncnn_2 262_splitncnn_3 +Concat Concat_70 2 1 260_splitncnn_4 262_splitncnn_3 263 +Convolution Conv_71 1 1 263 265 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_18 1 3 265 265_splitncnn_0 265_splitncnn_1 265_splitncnn_2 +Concat Concat_73 3 1 260_splitncnn_3 262_splitncnn_2 265_splitncnn_2 266 +Convolution Conv_74 1 1 266 268 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_19 1 2 268 268_splitncnn_0 268_splitncnn_1 +Concat Concat_76 4 1 260_splitncnn_2 262_splitncnn_1 265_splitncnn_1 268_splitncnn_1 269 +Convolution Conv_77 1 1 269 271 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_79 5 1 260_splitncnn_1 262_splitncnn_0 265_splitncnn_0 268_splitncnn_0 271 272 +Convolution Conv_80 1 1 272 273 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_83 2 1 273 260_splitncnn_0 276 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_20 1 6 276 276_splitncnn_0 276_splitncnn_1 276_splitncnn_2 276_splitncnn_3 276_splitncnn_4 276_splitncnn_5 +Convolution Conv_84 1 1 276_splitncnn_5 278 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_21 1 4 278 278_splitncnn_0 278_splitncnn_1 278_splitncnn_2 278_splitncnn_3 +Concat Concat_86 2 1 276_splitncnn_4 278_splitncnn_3 279 +Convolution Conv_87 1 1 279 281 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_22 1 3 281 281_splitncnn_0 281_splitncnn_1 281_splitncnn_2 +Concat Concat_89 3 1 276_splitncnn_3 278_splitncnn_2 281_splitncnn_2 282 +Convolution Conv_90 1 1 282 284 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_23 1 2 284 284_splitncnn_0 284_splitncnn_1 +Concat Concat_92 4 1 276_splitncnn_2 278_splitncnn_1 281_splitncnn_1 284_splitncnn_1 285 +Convolution Conv_93 1 1 285 287 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_95 5 1 276_splitncnn_1 278_splitncnn_0 281_splitncnn_0 284_splitncnn_0 287 288 +Convolution Conv_96 1 1 288 289 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_99 2 1 289 276_splitncnn_0 292 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_102 2 1 292 244_splitncnn_0 295 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_24 1 7 295 295_splitncnn_0 295_splitncnn_1 295_splitncnn_2 295_splitncnn_3 295_splitncnn_4 295_splitncnn_5 295_splitncnn_6 +Convolution Conv_103 1 1 295_splitncnn_6 297 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_25 1 4 297 297_splitncnn_0 297_splitncnn_1 297_splitncnn_2 297_splitncnn_3 +Concat Concat_105 2 1 295_splitncnn_5 297_splitncnn_3 298 +Convolution Conv_106 1 1 298 300 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_26 1 3 300 300_splitncnn_0 300_splitncnn_1 300_splitncnn_2 +Concat Concat_108 3 1 295_splitncnn_4 297_splitncnn_2 300_splitncnn_2 301 +Convolution Conv_109 1 1 301 303 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_27 1 2 303 303_splitncnn_0 303_splitncnn_1 +Concat Concat_111 4 1 295_splitncnn_3 297_splitncnn_1 300_splitncnn_1 303_splitncnn_1 304 +Convolution Conv_112 1 1 304 306 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_114 5 1 295_splitncnn_2 297_splitncnn_0 300_splitncnn_0 303_splitncnn_0 306 307 +Convolution Conv_115 1 1 307 308 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_118 2 1 308 295_splitncnn_1 311 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_28 1 6 311 311_splitncnn_0 311_splitncnn_1 311_splitncnn_2 311_splitncnn_3 311_splitncnn_4 311_splitncnn_5 +Convolution Conv_119 1 1 311_splitncnn_5 313 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_29 1 4 313 313_splitncnn_0 313_splitncnn_1 313_splitncnn_2 313_splitncnn_3 +Concat Concat_121 2 1 311_splitncnn_4 313_splitncnn_3 314 +Convolution Conv_122 1 1 314 316 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_30 1 3 316 316_splitncnn_0 316_splitncnn_1 316_splitncnn_2 +Concat Concat_124 3 1 311_splitncnn_3 313_splitncnn_2 316_splitncnn_2 317 +Convolution Conv_125 1 1 317 319 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_31 1 2 319 319_splitncnn_0 319_splitncnn_1 +Concat Concat_127 4 1 311_splitncnn_2 313_splitncnn_1 316_splitncnn_1 319_splitncnn_1 320 +Convolution Conv_128 1 1 320 322 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_130 5 1 311_splitncnn_1 313_splitncnn_0 316_splitncnn_0 319_splitncnn_0 322 323 +Convolution Conv_131 1 1 323 324 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_134 2 1 324 311_splitncnn_0 327 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_32 1 6 327 327_splitncnn_0 327_splitncnn_1 327_splitncnn_2 327_splitncnn_3 327_splitncnn_4 327_splitncnn_5 +Convolution Conv_135 1 1 327_splitncnn_5 329 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_33 1 4 329 329_splitncnn_0 329_splitncnn_1 329_splitncnn_2 329_splitncnn_3 +Concat Concat_137 2 1 327_splitncnn_4 329_splitncnn_3 330 +Convolution Conv_138 1 1 330 332 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_34 1 3 332 332_splitncnn_0 332_splitncnn_1 332_splitncnn_2 +Concat Concat_140 3 1 327_splitncnn_3 329_splitncnn_2 332_splitncnn_2 333 +Convolution Conv_141 1 1 333 335 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_35 1 2 335 335_splitncnn_0 335_splitncnn_1 +Concat Concat_143 4 1 327_splitncnn_2 329_splitncnn_1 332_splitncnn_1 335_splitncnn_1 336 +Convolution Conv_144 1 1 336 338 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_146 5 1 327_splitncnn_1 329_splitncnn_0 332_splitncnn_0 335_splitncnn_0 338 339 +Convolution Conv_147 1 1 339 340 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_150 2 1 340 327_splitncnn_0 343 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_153 2 1 343 295_splitncnn_0 346 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_36 1 7 346 346_splitncnn_0 346_splitncnn_1 346_splitncnn_2 346_splitncnn_3 346_splitncnn_4 346_splitncnn_5 346_splitncnn_6 +Convolution Conv_154 1 1 346_splitncnn_6 348 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_37 1 4 348 348_splitncnn_0 348_splitncnn_1 348_splitncnn_2 348_splitncnn_3 +Concat Concat_156 2 1 346_splitncnn_5 348_splitncnn_3 349 +Convolution Conv_157 1 1 349 351 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_38 1 3 351 351_splitncnn_0 351_splitncnn_1 351_splitncnn_2 +Concat Concat_159 3 1 346_splitncnn_4 348_splitncnn_2 351_splitncnn_2 352 +Convolution Conv_160 1 1 352 354 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_39 1 2 354 354_splitncnn_0 354_splitncnn_1 +Concat Concat_162 4 1 346_splitncnn_3 348_splitncnn_1 351_splitncnn_1 354_splitncnn_1 355 +Convolution Conv_163 1 1 355 357 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_165 5 1 346_splitncnn_2 348_splitncnn_0 351_splitncnn_0 354_splitncnn_0 357 358 +Convolution Conv_166 1 1 358 359 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_169 2 1 359 346_splitncnn_1 362 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_40 1 6 362 362_splitncnn_0 362_splitncnn_1 362_splitncnn_2 362_splitncnn_3 362_splitncnn_4 362_splitncnn_5 +Convolution Conv_170 1 1 362_splitncnn_5 364 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_41 1 4 364 364_splitncnn_0 364_splitncnn_1 364_splitncnn_2 364_splitncnn_3 +Concat Concat_172 2 1 362_splitncnn_4 364_splitncnn_3 365 +Convolution Conv_173 1 1 365 367 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_42 1 3 367 367_splitncnn_0 367_splitncnn_1 367_splitncnn_2 +Concat Concat_175 3 1 362_splitncnn_3 364_splitncnn_2 367_splitncnn_2 368 +Convolution Conv_176 1 1 368 370 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_43 1 2 370 370_splitncnn_0 370_splitncnn_1 +Concat Concat_178 4 1 362_splitncnn_2 364_splitncnn_1 367_splitncnn_1 370_splitncnn_1 371 +Convolution Conv_179 1 1 371 373 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_181 5 1 362_splitncnn_1 364_splitncnn_0 367_splitncnn_0 370_splitncnn_0 373 374 +Convolution Conv_182 1 1 374 375 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_185 2 1 375 362_splitncnn_0 378 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_44 1 6 378 378_splitncnn_0 378_splitncnn_1 378_splitncnn_2 378_splitncnn_3 378_splitncnn_4 378_splitncnn_5 +Convolution Conv_186 1 1 378_splitncnn_5 380 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_45 1 4 380 380_splitncnn_0 380_splitncnn_1 380_splitncnn_2 380_splitncnn_3 +Concat Concat_188 2 1 378_splitncnn_4 380_splitncnn_3 381 +Convolution Conv_189 1 1 381 383 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_46 1 3 383 383_splitncnn_0 383_splitncnn_1 383_splitncnn_2 +Concat Concat_191 3 1 378_splitncnn_3 380_splitncnn_2 383_splitncnn_2 384 +Convolution Conv_192 1 1 384 386 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_47 1 2 386 386_splitncnn_0 386_splitncnn_1 +Concat Concat_194 4 1 378_splitncnn_2 380_splitncnn_1 383_splitncnn_1 386_splitncnn_1 387 +Convolution Conv_195 1 1 387 389 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_197 5 1 378_splitncnn_1 380_splitncnn_0 383_splitncnn_0 386_splitncnn_0 389 390 +Convolution Conv_198 1 1 390 391 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_201 2 1 391 378_splitncnn_0 394 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_204 2 1 394 346_splitncnn_0 397 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_48 1 7 397 397_splitncnn_0 397_splitncnn_1 397_splitncnn_2 397_splitncnn_3 397_splitncnn_4 397_splitncnn_5 397_splitncnn_6 +Convolution Conv_205 1 1 397_splitncnn_6 399 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_49 1 4 399 399_splitncnn_0 399_splitncnn_1 399_splitncnn_2 399_splitncnn_3 +Concat Concat_207 2 1 397_splitncnn_5 399_splitncnn_3 400 +Convolution Conv_208 1 1 400 402 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_50 1 3 402 402_splitncnn_0 402_splitncnn_1 402_splitncnn_2 +Concat Concat_210 3 1 397_splitncnn_4 399_splitncnn_2 402_splitncnn_2 403 +Convolution Conv_211 1 1 403 405 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_51 1 2 405 405_splitncnn_0 405_splitncnn_1 +Concat Concat_213 4 1 397_splitncnn_3 399_splitncnn_1 402_splitncnn_1 405_splitncnn_1 406 +Convolution Conv_214 1 1 406 408 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_216 5 1 397_splitncnn_2 399_splitncnn_0 402_splitncnn_0 405_splitncnn_0 408 409 +Convolution Conv_217 1 1 409 410 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_220 2 1 410 397_splitncnn_1 413 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_52 1 6 413 413_splitncnn_0 413_splitncnn_1 413_splitncnn_2 413_splitncnn_3 413_splitncnn_4 413_splitncnn_5 +Convolution Conv_221 1 1 413_splitncnn_5 415 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_53 1 4 415 415_splitncnn_0 415_splitncnn_1 415_splitncnn_2 415_splitncnn_3 +Concat Concat_223 2 1 413_splitncnn_4 415_splitncnn_3 416 +Convolution Conv_224 1 1 416 418 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_54 1 3 418 418_splitncnn_0 418_splitncnn_1 418_splitncnn_2 +Concat Concat_226 3 1 413_splitncnn_3 415_splitncnn_2 418_splitncnn_2 419 +Convolution Conv_227 1 1 419 421 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_55 1 2 421 421_splitncnn_0 421_splitncnn_1 +Concat Concat_229 4 1 413_splitncnn_2 415_splitncnn_1 418_splitncnn_1 421_splitncnn_1 422 +Convolution Conv_230 1 1 422 424 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_232 5 1 413_splitncnn_1 415_splitncnn_0 418_splitncnn_0 421_splitncnn_0 424 425 +Convolution Conv_233 1 1 425 426 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_236 2 1 426 413_splitncnn_0 429 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_56 1 6 429 429_splitncnn_0 429_splitncnn_1 429_splitncnn_2 429_splitncnn_3 429_splitncnn_4 429_splitncnn_5 +Convolution Conv_237 1 1 429_splitncnn_5 431 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_57 1 4 431 431_splitncnn_0 431_splitncnn_1 431_splitncnn_2 431_splitncnn_3 +Concat Concat_239 2 1 429_splitncnn_4 431_splitncnn_3 432 +Convolution Conv_240 1 1 432 434 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_58 1 3 434 434_splitncnn_0 434_splitncnn_1 434_splitncnn_2 +Concat Concat_242 3 1 429_splitncnn_3 431_splitncnn_2 434_splitncnn_2 435 +Convolution Conv_243 1 1 435 437 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_59 1 2 437 437_splitncnn_0 437_splitncnn_1 +Concat Concat_245 4 1 429_splitncnn_2 431_splitncnn_1 434_splitncnn_1 437_splitncnn_1 438 +Convolution Conv_246 1 1 438 440 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_248 5 1 429_splitncnn_1 431_splitncnn_0 434_splitncnn_0 437_splitncnn_0 440 441 +Convolution Conv_249 1 1 441 442 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_252 2 1 442 429_splitncnn_0 445 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_255 2 1 445 397_splitncnn_0 448 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_60 1 7 448 448_splitncnn_0 448_splitncnn_1 448_splitncnn_2 448_splitncnn_3 448_splitncnn_4 448_splitncnn_5 448_splitncnn_6 +Convolution Conv_256 1 1 448_splitncnn_6 450 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_61 1 4 450 450_splitncnn_0 450_splitncnn_1 450_splitncnn_2 450_splitncnn_3 +Concat Concat_258 2 1 448_splitncnn_5 450_splitncnn_3 451 +Convolution Conv_259 1 1 451 453 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_62 1 3 453 453_splitncnn_0 453_splitncnn_1 453_splitncnn_2 +Concat Concat_261 3 1 448_splitncnn_4 450_splitncnn_2 453_splitncnn_2 454 +Convolution Conv_262 1 1 454 456 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_63 1 2 456 456_splitncnn_0 456_splitncnn_1 +Concat Concat_264 4 1 448_splitncnn_3 450_splitncnn_1 453_splitncnn_1 456_splitncnn_1 457 +Convolution Conv_265 1 1 457 459 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_267 5 1 448_splitncnn_2 450_splitncnn_0 453_splitncnn_0 456_splitncnn_0 459 460 +Convolution Conv_268 1 1 460 461 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_271 2 1 461 448_splitncnn_1 464 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_64 1 6 464 464_splitncnn_0 464_splitncnn_1 464_splitncnn_2 464_splitncnn_3 464_splitncnn_4 464_splitncnn_5 +Convolution Conv_272 1 1 464_splitncnn_5 466 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_65 1 4 466 466_splitncnn_0 466_splitncnn_1 466_splitncnn_2 466_splitncnn_3 +Concat Concat_274 2 1 464_splitncnn_4 466_splitncnn_3 467 +Convolution Conv_275 1 1 467 469 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_66 1 3 469 469_splitncnn_0 469_splitncnn_1 469_splitncnn_2 +Concat Concat_277 3 1 464_splitncnn_3 466_splitncnn_2 469_splitncnn_2 470 +Convolution Conv_278 1 1 470 472 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_67 1 2 472 472_splitncnn_0 472_splitncnn_1 +Concat Concat_280 4 1 464_splitncnn_2 466_splitncnn_1 469_splitncnn_1 472_splitncnn_1 473 +Convolution Conv_281 1 1 473 475 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_283 5 1 464_splitncnn_1 466_splitncnn_0 469_splitncnn_0 472_splitncnn_0 475 476 +Convolution Conv_284 1 1 476 477 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_287 2 1 477 464_splitncnn_0 480 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_68 1 6 480 480_splitncnn_0 480_splitncnn_1 480_splitncnn_2 480_splitncnn_3 480_splitncnn_4 480_splitncnn_5 +Convolution Conv_288 1 1 480_splitncnn_5 482 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_69 1 4 482 482_splitncnn_0 482_splitncnn_1 482_splitncnn_2 482_splitncnn_3 +Concat Concat_290 2 1 480_splitncnn_4 482_splitncnn_3 483 +Convolution Conv_291 1 1 483 485 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_70 1 3 485 485_splitncnn_0 485_splitncnn_1 485_splitncnn_2 +Concat Concat_293 3 1 480_splitncnn_3 482_splitncnn_2 485_splitncnn_2 486 +Convolution Conv_294 1 1 486 488 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_71 1 2 488 488_splitncnn_0 488_splitncnn_1 +Concat Concat_296 4 1 480_splitncnn_2 482_splitncnn_1 485_splitncnn_1 488_splitncnn_1 489 +Convolution Conv_297 1 1 489 491 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_299 5 1 480_splitncnn_1 482_splitncnn_0 485_splitncnn_0 488_splitncnn_0 491 492 +Convolution Conv_300 1 1 492 493 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_303 2 1 493 480_splitncnn_0 496 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_306 2 1 496 448_splitncnn_0 499 0=1 -23301=2,2.000000e-01,1.000000e+00 +Convolution Conv_307 1 1 499 500 0=64 1=3 4=1 5=1 6=36864 +BinaryOp Add_308 2 1 193_splitncnn_0 500 501 +Interp Resize_310 1 1 501 506 0=1 1=2.000000e+00 2=2.000000e+00 +Convolution Conv_311 1 1 506 508 0=64 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Interp Resize_314 1 1 508 513 0=1 1=2.000000e+00 2=2.000000e+00 +Convolution Conv_315 1 1 513 515 0=64 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Convolution Conv_317 1 1 515 517 0=64 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Convolution Conv_319 1 1 517 output 0=3 1=3 4=1 5=1 6=1728 diff --git a/bin/lib/models/realesrgan-x4plus.bin b/bin/lib/models/realesrgan-x4plus.bin new file mode 100644 index 0000000..5cea947 Binary files /dev/null and b/bin/lib/models/realesrgan-x4plus.bin differ diff --git a/bin/lib/models/realesrgan-x4plus.param b/bin/lib/models/realesrgan-x4plus.param new file mode 100644 index 0000000..d14d62e --- /dev/null +++ b/bin/lib/models/realesrgan-x4plus.param @@ -0,0 +1,1001 @@ +7767517 +999 1782 +Input input.1 0 1 data +Convolution Conv_0 1 1 data 703 0=64 1=3 4=1 5=1 6=1728 +Split splitncnn_0 1 8 703 703_splitncnn_0 703_splitncnn_1 703_splitncnn_2 703_splitncnn_3 703_splitncnn_4 703_splitncnn_5 703_splitncnn_6 703_splitncnn_7 +Convolution Conv_1 1 1 703_splitncnn_7 705 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_1 1 4 705 705_splitncnn_0 705_splitncnn_1 705_splitncnn_2 705_splitncnn_3 +Concat Concat_3 2 1 703_splitncnn_6 705_splitncnn_3 706 +Convolution Conv_4 1 1 706 708 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_2 1 3 708 708_splitncnn_0 708_splitncnn_1 708_splitncnn_2 +Concat Concat_6 3 1 703_splitncnn_5 705_splitncnn_2 708_splitncnn_2 709 +Convolution Conv_7 1 1 709 711 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_3 1 2 711 711_splitncnn_0 711_splitncnn_1 +Concat Concat_9 4 1 703_splitncnn_4 705_splitncnn_1 708_splitncnn_1 711_splitncnn_1 712 +Convolution Conv_10 1 1 712 714 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_12 5 1 703_splitncnn_3 705_splitncnn_0 708_splitncnn_0 711_splitncnn_0 714 715 +Convolution Conv_13 1 1 715 716 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_16 2 1 716 703_splitncnn_2 719 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_4 1 6 719 719_splitncnn_0 719_splitncnn_1 719_splitncnn_2 719_splitncnn_3 719_splitncnn_4 719_splitncnn_5 +Convolution Conv_17 1 1 719_splitncnn_5 721 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_5 1 4 721 721_splitncnn_0 721_splitncnn_1 721_splitncnn_2 721_splitncnn_3 +Concat Concat_19 2 1 719_splitncnn_4 721_splitncnn_3 722 +Convolution Conv_20 1 1 722 724 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_6 1 3 724 724_splitncnn_0 724_splitncnn_1 724_splitncnn_2 +Concat Concat_22 3 1 719_splitncnn_3 721_splitncnn_2 724_splitncnn_2 725 +Convolution Conv_23 1 1 725 727 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_7 1 2 727 727_splitncnn_0 727_splitncnn_1 +Concat Concat_25 4 1 719_splitncnn_2 721_splitncnn_1 724_splitncnn_1 727_splitncnn_1 728 +Convolution Conv_26 1 1 728 730 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_28 5 1 719_splitncnn_1 721_splitncnn_0 724_splitncnn_0 727_splitncnn_0 730 731 +Convolution Conv_29 1 1 731 732 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_32 2 1 732 719_splitncnn_0 735 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_8 1 6 735 735_splitncnn_0 735_splitncnn_1 735_splitncnn_2 735_splitncnn_3 735_splitncnn_4 735_splitncnn_5 +Convolution Conv_33 1 1 735_splitncnn_5 737 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_9 1 4 737 737_splitncnn_0 737_splitncnn_1 737_splitncnn_2 737_splitncnn_3 +Concat Concat_35 2 1 735_splitncnn_4 737_splitncnn_3 738 +Convolution Conv_36 1 1 738 740 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_10 1 3 740 740_splitncnn_0 740_splitncnn_1 740_splitncnn_2 +Concat Concat_38 3 1 735_splitncnn_3 737_splitncnn_2 740_splitncnn_2 741 +Convolution Conv_39 1 1 741 743 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_11 1 2 743 743_splitncnn_0 743_splitncnn_1 +Concat Concat_41 4 1 735_splitncnn_2 737_splitncnn_1 740_splitncnn_1 743_splitncnn_1 744 +Convolution Conv_42 1 1 744 746 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_44 5 1 735_splitncnn_1 737_splitncnn_0 740_splitncnn_0 743_splitncnn_0 746 747 +Convolution Conv_45 1 1 747 748 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_48 2 1 748 735_splitncnn_0 751 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_51 2 1 751 703_splitncnn_1 754 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_12 1 7 754 754_splitncnn_0 754_splitncnn_1 754_splitncnn_2 754_splitncnn_3 754_splitncnn_4 754_splitncnn_5 754_splitncnn_6 +Convolution Conv_52 1 1 754_splitncnn_6 756 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_13 1 4 756 756_splitncnn_0 756_splitncnn_1 756_splitncnn_2 756_splitncnn_3 +Concat Concat_54 2 1 754_splitncnn_5 756_splitncnn_3 757 +Convolution Conv_55 1 1 757 759 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_14 1 3 759 759_splitncnn_0 759_splitncnn_1 759_splitncnn_2 +Concat Concat_57 3 1 754_splitncnn_4 756_splitncnn_2 759_splitncnn_2 760 +Convolution Conv_58 1 1 760 762 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_15 1 2 762 762_splitncnn_0 762_splitncnn_1 +Concat Concat_60 4 1 754_splitncnn_3 756_splitncnn_1 759_splitncnn_1 762_splitncnn_1 763 +Convolution Conv_61 1 1 763 765 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_63 5 1 754_splitncnn_2 756_splitncnn_0 759_splitncnn_0 762_splitncnn_0 765 766 +Convolution Conv_64 1 1 766 767 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_67 2 1 767 754_splitncnn_1 770 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_16 1 6 770 770_splitncnn_0 770_splitncnn_1 770_splitncnn_2 770_splitncnn_3 770_splitncnn_4 770_splitncnn_5 +Convolution Conv_68 1 1 770_splitncnn_5 772 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_17 1 4 772 772_splitncnn_0 772_splitncnn_1 772_splitncnn_2 772_splitncnn_3 +Concat Concat_70 2 1 770_splitncnn_4 772_splitncnn_3 773 +Convolution Conv_71 1 1 773 775 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_18 1 3 775 775_splitncnn_0 775_splitncnn_1 775_splitncnn_2 +Concat Concat_73 3 1 770_splitncnn_3 772_splitncnn_2 775_splitncnn_2 776 +Convolution Conv_74 1 1 776 778 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_19 1 2 778 778_splitncnn_0 778_splitncnn_1 +Concat Concat_76 4 1 770_splitncnn_2 772_splitncnn_1 775_splitncnn_1 778_splitncnn_1 779 +Convolution Conv_77 1 1 779 781 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_79 5 1 770_splitncnn_1 772_splitncnn_0 775_splitncnn_0 778_splitncnn_0 781 782 +Convolution Conv_80 1 1 782 783 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_83 2 1 783 770_splitncnn_0 786 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_20 1 6 786 786_splitncnn_0 786_splitncnn_1 786_splitncnn_2 786_splitncnn_3 786_splitncnn_4 786_splitncnn_5 +Convolution Conv_84 1 1 786_splitncnn_5 788 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_21 1 4 788 788_splitncnn_0 788_splitncnn_1 788_splitncnn_2 788_splitncnn_3 +Concat Concat_86 2 1 786_splitncnn_4 788_splitncnn_3 789 +Convolution Conv_87 1 1 789 791 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_22 1 3 791 791_splitncnn_0 791_splitncnn_1 791_splitncnn_2 +Concat Concat_89 3 1 786_splitncnn_3 788_splitncnn_2 791_splitncnn_2 792 +Convolution Conv_90 1 1 792 794 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_23 1 2 794 794_splitncnn_0 794_splitncnn_1 +Concat Concat_92 4 1 786_splitncnn_2 788_splitncnn_1 791_splitncnn_1 794_splitncnn_1 795 +Convolution Conv_93 1 1 795 797 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_95 5 1 786_splitncnn_1 788_splitncnn_0 791_splitncnn_0 794_splitncnn_0 797 798 +Convolution Conv_96 1 1 798 799 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_99 2 1 799 786_splitncnn_0 802 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_102 2 1 802 754_splitncnn_0 805 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_24 1 7 805 805_splitncnn_0 805_splitncnn_1 805_splitncnn_2 805_splitncnn_3 805_splitncnn_4 805_splitncnn_5 805_splitncnn_6 +Convolution Conv_103 1 1 805_splitncnn_6 807 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_25 1 4 807 807_splitncnn_0 807_splitncnn_1 807_splitncnn_2 807_splitncnn_3 +Concat Concat_105 2 1 805_splitncnn_5 807_splitncnn_3 808 +Convolution Conv_106 1 1 808 810 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_26 1 3 810 810_splitncnn_0 810_splitncnn_1 810_splitncnn_2 +Concat Concat_108 3 1 805_splitncnn_4 807_splitncnn_2 810_splitncnn_2 811 +Convolution Conv_109 1 1 811 813 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_27 1 2 813 813_splitncnn_0 813_splitncnn_1 +Concat Concat_111 4 1 805_splitncnn_3 807_splitncnn_1 810_splitncnn_1 813_splitncnn_1 814 +Convolution Conv_112 1 1 814 816 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_114 5 1 805_splitncnn_2 807_splitncnn_0 810_splitncnn_0 813_splitncnn_0 816 817 +Convolution Conv_115 1 1 817 818 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_118 2 1 818 805_splitncnn_1 821 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_28 1 6 821 821_splitncnn_0 821_splitncnn_1 821_splitncnn_2 821_splitncnn_3 821_splitncnn_4 821_splitncnn_5 +Convolution Conv_119 1 1 821_splitncnn_5 823 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_29 1 4 823 823_splitncnn_0 823_splitncnn_1 823_splitncnn_2 823_splitncnn_3 +Concat Concat_121 2 1 821_splitncnn_4 823_splitncnn_3 824 +Convolution Conv_122 1 1 824 826 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_30 1 3 826 826_splitncnn_0 826_splitncnn_1 826_splitncnn_2 +Concat Concat_124 3 1 821_splitncnn_3 823_splitncnn_2 826_splitncnn_2 827 +Convolution Conv_125 1 1 827 829 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_31 1 2 829 829_splitncnn_0 829_splitncnn_1 +Concat Concat_127 4 1 821_splitncnn_2 823_splitncnn_1 826_splitncnn_1 829_splitncnn_1 830 +Convolution Conv_128 1 1 830 832 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_130 5 1 821_splitncnn_1 823_splitncnn_0 826_splitncnn_0 829_splitncnn_0 832 833 +Convolution Conv_131 1 1 833 834 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_134 2 1 834 821_splitncnn_0 837 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_32 1 6 837 837_splitncnn_0 837_splitncnn_1 837_splitncnn_2 837_splitncnn_3 837_splitncnn_4 837_splitncnn_5 +Convolution Conv_135 1 1 837_splitncnn_5 839 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_33 1 4 839 839_splitncnn_0 839_splitncnn_1 839_splitncnn_2 839_splitncnn_3 +Concat Concat_137 2 1 837_splitncnn_4 839_splitncnn_3 840 +Convolution Conv_138 1 1 840 842 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_34 1 3 842 842_splitncnn_0 842_splitncnn_1 842_splitncnn_2 +Concat Concat_140 3 1 837_splitncnn_3 839_splitncnn_2 842_splitncnn_2 843 +Convolution Conv_141 1 1 843 845 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_35 1 2 845 845_splitncnn_0 845_splitncnn_1 +Concat Concat_143 4 1 837_splitncnn_2 839_splitncnn_1 842_splitncnn_1 845_splitncnn_1 846 +Convolution Conv_144 1 1 846 848 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_146 5 1 837_splitncnn_1 839_splitncnn_0 842_splitncnn_0 845_splitncnn_0 848 849 +Convolution Conv_147 1 1 849 850 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_150 2 1 850 837_splitncnn_0 853 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_153 2 1 853 805_splitncnn_0 856 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_36 1 7 856 856_splitncnn_0 856_splitncnn_1 856_splitncnn_2 856_splitncnn_3 856_splitncnn_4 856_splitncnn_5 856_splitncnn_6 +Convolution Conv_154 1 1 856_splitncnn_6 858 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_37 1 4 858 858_splitncnn_0 858_splitncnn_1 858_splitncnn_2 858_splitncnn_3 +Concat Concat_156 2 1 856_splitncnn_5 858_splitncnn_3 859 +Convolution Conv_157 1 1 859 861 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_38 1 3 861 861_splitncnn_0 861_splitncnn_1 861_splitncnn_2 +Concat Concat_159 3 1 856_splitncnn_4 858_splitncnn_2 861_splitncnn_2 862 +Convolution Conv_160 1 1 862 864 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_39 1 2 864 864_splitncnn_0 864_splitncnn_1 +Concat Concat_162 4 1 856_splitncnn_3 858_splitncnn_1 861_splitncnn_1 864_splitncnn_1 865 +Convolution Conv_163 1 1 865 867 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_165 5 1 856_splitncnn_2 858_splitncnn_0 861_splitncnn_0 864_splitncnn_0 867 868 +Convolution Conv_166 1 1 868 869 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_169 2 1 869 856_splitncnn_1 872 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_40 1 6 872 872_splitncnn_0 872_splitncnn_1 872_splitncnn_2 872_splitncnn_3 872_splitncnn_4 872_splitncnn_5 +Convolution Conv_170 1 1 872_splitncnn_5 874 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_41 1 4 874 874_splitncnn_0 874_splitncnn_1 874_splitncnn_2 874_splitncnn_3 +Concat Concat_172 2 1 872_splitncnn_4 874_splitncnn_3 875 +Convolution Conv_173 1 1 875 877 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_42 1 3 877 877_splitncnn_0 877_splitncnn_1 877_splitncnn_2 +Concat Concat_175 3 1 872_splitncnn_3 874_splitncnn_2 877_splitncnn_2 878 +Convolution Conv_176 1 1 878 880 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_43 1 2 880 880_splitncnn_0 880_splitncnn_1 +Concat Concat_178 4 1 872_splitncnn_2 874_splitncnn_1 877_splitncnn_1 880_splitncnn_1 881 +Convolution Conv_179 1 1 881 883 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_181 5 1 872_splitncnn_1 874_splitncnn_0 877_splitncnn_0 880_splitncnn_0 883 884 +Convolution Conv_182 1 1 884 885 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_185 2 1 885 872_splitncnn_0 888 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_44 1 6 888 888_splitncnn_0 888_splitncnn_1 888_splitncnn_2 888_splitncnn_3 888_splitncnn_4 888_splitncnn_5 +Convolution Conv_186 1 1 888_splitncnn_5 890 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_45 1 4 890 890_splitncnn_0 890_splitncnn_1 890_splitncnn_2 890_splitncnn_3 +Concat Concat_188 2 1 888_splitncnn_4 890_splitncnn_3 891 +Convolution Conv_189 1 1 891 893 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_46 1 3 893 893_splitncnn_0 893_splitncnn_1 893_splitncnn_2 +Concat Concat_191 3 1 888_splitncnn_3 890_splitncnn_2 893_splitncnn_2 894 +Convolution Conv_192 1 1 894 896 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_47 1 2 896 896_splitncnn_0 896_splitncnn_1 +Concat Concat_194 4 1 888_splitncnn_2 890_splitncnn_1 893_splitncnn_1 896_splitncnn_1 897 +Convolution Conv_195 1 1 897 899 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_197 5 1 888_splitncnn_1 890_splitncnn_0 893_splitncnn_0 896_splitncnn_0 899 900 +Convolution Conv_198 1 1 900 901 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_201 2 1 901 888_splitncnn_0 904 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_204 2 1 904 856_splitncnn_0 907 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_48 1 7 907 907_splitncnn_0 907_splitncnn_1 907_splitncnn_2 907_splitncnn_3 907_splitncnn_4 907_splitncnn_5 907_splitncnn_6 +Convolution Conv_205 1 1 907_splitncnn_6 909 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_49 1 4 909 909_splitncnn_0 909_splitncnn_1 909_splitncnn_2 909_splitncnn_3 +Concat Concat_207 2 1 907_splitncnn_5 909_splitncnn_3 910 +Convolution Conv_208 1 1 910 912 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_50 1 3 912 912_splitncnn_0 912_splitncnn_1 912_splitncnn_2 +Concat Concat_210 3 1 907_splitncnn_4 909_splitncnn_2 912_splitncnn_2 913 +Convolution Conv_211 1 1 913 915 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_51 1 2 915 915_splitncnn_0 915_splitncnn_1 +Concat Concat_213 4 1 907_splitncnn_3 909_splitncnn_1 912_splitncnn_1 915_splitncnn_1 916 +Convolution Conv_214 1 1 916 918 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_216 5 1 907_splitncnn_2 909_splitncnn_0 912_splitncnn_0 915_splitncnn_0 918 919 +Convolution Conv_217 1 1 919 920 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_220 2 1 920 907_splitncnn_1 923 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_52 1 6 923 923_splitncnn_0 923_splitncnn_1 923_splitncnn_2 923_splitncnn_3 923_splitncnn_4 923_splitncnn_5 +Convolution Conv_221 1 1 923_splitncnn_5 925 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_53 1 4 925 925_splitncnn_0 925_splitncnn_1 925_splitncnn_2 925_splitncnn_3 +Concat Concat_223 2 1 923_splitncnn_4 925_splitncnn_3 926 +Convolution Conv_224 1 1 926 928 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_54 1 3 928 928_splitncnn_0 928_splitncnn_1 928_splitncnn_2 +Concat Concat_226 3 1 923_splitncnn_3 925_splitncnn_2 928_splitncnn_2 929 +Convolution Conv_227 1 1 929 931 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_55 1 2 931 931_splitncnn_0 931_splitncnn_1 +Concat Concat_229 4 1 923_splitncnn_2 925_splitncnn_1 928_splitncnn_1 931_splitncnn_1 932 +Convolution Conv_230 1 1 932 934 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_232 5 1 923_splitncnn_1 925_splitncnn_0 928_splitncnn_0 931_splitncnn_0 934 935 +Convolution Conv_233 1 1 935 936 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_236 2 1 936 923_splitncnn_0 939 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_56 1 6 939 939_splitncnn_0 939_splitncnn_1 939_splitncnn_2 939_splitncnn_3 939_splitncnn_4 939_splitncnn_5 +Convolution Conv_237 1 1 939_splitncnn_5 941 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_57 1 4 941 941_splitncnn_0 941_splitncnn_1 941_splitncnn_2 941_splitncnn_3 +Concat Concat_239 2 1 939_splitncnn_4 941_splitncnn_3 942 +Convolution Conv_240 1 1 942 944 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_58 1 3 944 944_splitncnn_0 944_splitncnn_1 944_splitncnn_2 +Concat Concat_242 3 1 939_splitncnn_3 941_splitncnn_2 944_splitncnn_2 945 +Convolution Conv_243 1 1 945 947 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_59 1 2 947 947_splitncnn_0 947_splitncnn_1 +Concat Concat_245 4 1 939_splitncnn_2 941_splitncnn_1 944_splitncnn_1 947_splitncnn_1 948 +Convolution Conv_246 1 1 948 950 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_248 5 1 939_splitncnn_1 941_splitncnn_0 944_splitncnn_0 947_splitncnn_0 950 951 +Convolution Conv_249 1 1 951 952 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_252 2 1 952 939_splitncnn_0 955 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_255 2 1 955 907_splitncnn_0 958 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_60 1 7 958 958_splitncnn_0 958_splitncnn_1 958_splitncnn_2 958_splitncnn_3 958_splitncnn_4 958_splitncnn_5 958_splitncnn_6 +Convolution Conv_256 1 1 958_splitncnn_6 960 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_61 1 4 960 960_splitncnn_0 960_splitncnn_1 960_splitncnn_2 960_splitncnn_3 +Concat Concat_258 2 1 958_splitncnn_5 960_splitncnn_3 961 +Convolution Conv_259 1 1 961 963 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_62 1 3 963 963_splitncnn_0 963_splitncnn_1 963_splitncnn_2 +Concat Concat_261 3 1 958_splitncnn_4 960_splitncnn_2 963_splitncnn_2 964 +Convolution Conv_262 1 1 964 966 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_63 1 2 966 966_splitncnn_0 966_splitncnn_1 +Concat Concat_264 4 1 958_splitncnn_3 960_splitncnn_1 963_splitncnn_1 966_splitncnn_1 967 +Convolution Conv_265 1 1 967 969 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_267 5 1 958_splitncnn_2 960_splitncnn_0 963_splitncnn_0 966_splitncnn_0 969 970 +Convolution Conv_268 1 1 970 971 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_271 2 1 971 958_splitncnn_1 974 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_64 1 6 974 974_splitncnn_0 974_splitncnn_1 974_splitncnn_2 974_splitncnn_3 974_splitncnn_4 974_splitncnn_5 +Convolution Conv_272 1 1 974_splitncnn_5 976 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_65 1 4 976 976_splitncnn_0 976_splitncnn_1 976_splitncnn_2 976_splitncnn_3 +Concat Concat_274 2 1 974_splitncnn_4 976_splitncnn_3 977 +Convolution Conv_275 1 1 977 979 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_66 1 3 979 979_splitncnn_0 979_splitncnn_1 979_splitncnn_2 +Concat Concat_277 3 1 974_splitncnn_3 976_splitncnn_2 979_splitncnn_2 980 +Convolution Conv_278 1 1 980 982 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_67 1 2 982 982_splitncnn_0 982_splitncnn_1 +Concat Concat_280 4 1 974_splitncnn_2 976_splitncnn_1 979_splitncnn_1 982_splitncnn_1 983 +Convolution Conv_281 1 1 983 985 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_283 5 1 974_splitncnn_1 976_splitncnn_0 979_splitncnn_0 982_splitncnn_0 985 986 +Convolution Conv_284 1 1 986 987 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_287 2 1 987 974_splitncnn_0 990 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_68 1 6 990 990_splitncnn_0 990_splitncnn_1 990_splitncnn_2 990_splitncnn_3 990_splitncnn_4 990_splitncnn_5 +Convolution Conv_288 1 1 990_splitncnn_5 992 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_69 1 4 992 992_splitncnn_0 992_splitncnn_1 992_splitncnn_2 992_splitncnn_3 +Concat Concat_290 2 1 990_splitncnn_4 992_splitncnn_3 993 +Convolution Conv_291 1 1 993 995 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_70 1 3 995 995_splitncnn_0 995_splitncnn_1 995_splitncnn_2 +Concat Concat_293 3 1 990_splitncnn_3 992_splitncnn_2 995_splitncnn_2 996 +Convolution Conv_294 1 1 996 998 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_71 1 2 998 998_splitncnn_0 998_splitncnn_1 +Concat Concat_296 4 1 990_splitncnn_2 992_splitncnn_1 995_splitncnn_1 998_splitncnn_1 999 +Convolution Conv_297 1 1 999 1001 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_299 5 1 990_splitncnn_1 992_splitncnn_0 995_splitncnn_0 998_splitncnn_0 1001 1002 +Convolution Conv_300 1 1 1002 1003 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_303 2 1 1003 990_splitncnn_0 1006 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_306 2 1 1006 958_splitncnn_0 1009 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_72 1 7 1009 1009_splitncnn_0 1009_splitncnn_1 1009_splitncnn_2 1009_splitncnn_3 1009_splitncnn_4 1009_splitncnn_5 1009_splitncnn_6 +Convolution Conv_307 1 1 1009_splitncnn_6 1011 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_73 1 4 1011 1011_splitncnn_0 1011_splitncnn_1 1011_splitncnn_2 1011_splitncnn_3 +Concat Concat_309 2 1 1009_splitncnn_5 1011_splitncnn_3 1012 +Convolution Conv_310 1 1 1012 1014 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_74 1 3 1014 1014_splitncnn_0 1014_splitncnn_1 1014_splitncnn_2 +Concat Concat_312 3 1 1009_splitncnn_4 1011_splitncnn_2 1014_splitncnn_2 1015 +Convolution Conv_313 1 1 1015 1017 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_75 1 2 1017 1017_splitncnn_0 1017_splitncnn_1 +Concat Concat_315 4 1 1009_splitncnn_3 1011_splitncnn_1 1014_splitncnn_1 1017_splitncnn_1 1018 +Convolution Conv_316 1 1 1018 1020 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_318 5 1 1009_splitncnn_2 1011_splitncnn_0 1014_splitncnn_0 1017_splitncnn_0 1020 1021 +Convolution Conv_319 1 1 1021 1022 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_322 2 1 1022 1009_splitncnn_1 1025 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_76 1 6 1025 1025_splitncnn_0 1025_splitncnn_1 1025_splitncnn_2 1025_splitncnn_3 1025_splitncnn_4 1025_splitncnn_5 +Convolution Conv_323 1 1 1025_splitncnn_5 1027 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_77 1 4 1027 1027_splitncnn_0 1027_splitncnn_1 1027_splitncnn_2 1027_splitncnn_3 +Concat Concat_325 2 1 1025_splitncnn_4 1027_splitncnn_3 1028 +Convolution Conv_326 1 1 1028 1030 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_78 1 3 1030 1030_splitncnn_0 1030_splitncnn_1 1030_splitncnn_2 +Concat Concat_328 3 1 1025_splitncnn_3 1027_splitncnn_2 1030_splitncnn_2 1031 +Convolution Conv_329 1 1 1031 1033 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_79 1 2 1033 1033_splitncnn_0 1033_splitncnn_1 +Concat Concat_331 4 1 1025_splitncnn_2 1027_splitncnn_1 1030_splitncnn_1 1033_splitncnn_1 1034 +Convolution Conv_332 1 1 1034 1036 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_334 5 1 1025_splitncnn_1 1027_splitncnn_0 1030_splitncnn_0 1033_splitncnn_0 1036 1037 +Convolution Conv_335 1 1 1037 1038 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_338 2 1 1038 1025_splitncnn_0 1041 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_80 1 6 1041 1041_splitncnn_0 1041_splitncnn_1 1041_splitncnn_2 1041_splitncnn_3 1041_splitncnn_4 1041_splitncnn_5 +Convolution Conv_339 1 1 1041_splitncnn_5 1043 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_81 1 4 1043 1043_splitncnn_0 1043_splitncnn_1 1043_splitncnn_2 1043_splitncnn_3 +Concat Concat_341 2 1 1041_splitncnn_4 1043_splitncnn_3 1044 +Convolution Conv_342 1 1 1044 1046 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_82 1 3 1046 1046_splitncnn_0 1046_splitncnn_1 1046_splitncnn_2 +Concat Concat_344 3 1 1041_splitncnn_3 1043_splitncnn_2 1046_splitncnn_2 1047 +Convolution Conv_345 1 1 1047 1049 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_83 1 2 1049 1049_splitncnn_0 1049_splitncnn_1 +Concat Concat_347 4 1 1041_splitncnn_2 1043_splitncnn_1 1046_splitncnn_1 1049_splitncnn_1 1050 +Convolution Conv_348 1 1 1050 1052 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_350 5 1 1041_splitncnn_1 1043_splitncnn_0 1046_splitncnn_0 1049_splitncnn_0 1052 1053 +Convolution Conv_351 1 1 1053 1054 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_354 2 1 1054 1041_splitncnn_0 1057 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_357 2 1 1057 1009_splitncnn_0 1060 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_84 1 7 1060 1060_splitncnn_0 1060_splitncnn_1 1060_splitncnn_2 1060_splitncnn_3 1060_splitncnn_4 1060_splitncnn_5 1060_splitncnn_6 +Convolution Conv_358 1 1 1060_splitncnn_6 1062 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_85 1 4 1062 1062_splitncnn_0 1062_splitncnn_1 1062_splitncnn_2 1062_splitncnn_3 +Concat Concat_360 2 1 1060_splitncnn_5 1062_splitncnn_3 1063 +Convolution Conv_361 1 1 1063 1065 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_86 1 3 1065 1065_splitncnn_0 1065_splitncnn_1 1065_splitncnn_2 +Concat Concat_363 3 1 1060_splitncnn_4 1062_splitncnn_2 1065_splitncnn_2 1066 +Convolution Conv_364 1 1 1066 1068 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_87 1 2 1068 1068_splitncnn_0 1068_splitncnn_1 +Concat Concat_366 4 1 1060_splitncnn_3 1062_splitncnn_1 1065_splitncnn_1 1068_splitncnn_1 1069 +Convolution Conv_367 1 1 1069 1071 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_369 5 1 1060_splitncnn_2 1062_splitncnn_0 1065_splitncnn_0 1068_splitncnn_0 1071 1072 +Convolution Conv_370 1 1 1072 1073 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_373 2 1 1073 1060_splitncnn_1 1076 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_88 1 6 1076 1076_splitncnn_0 1076_splitncnn_1 1076_splitncnn_2 1076_splitncnn_3 1076_splitncnn_4 1076_splitncnn_5 +Convolution Conv_374 1 1 1076_splitncnn_5 1078 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_89 1 4 1078 1078_splitncnn_0 1078_splitncnn_1 1078_splitncnn_2 1078_splitncnn_3 +Concat Concat_376 2 1 1076_splitncnn_4 1078_splitncnn_3 1079 +Convolution Conv_377 1 1 1079 1081 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_90 1 3 1081 1081_splitncnn_0 1081_splitncnn_1 1081_splitncnn_2 +Concat Concat_379 3 1 1076_splitncnn_3 1078_splitncnn_2 1081_splitncnn_2 1082 +Convolution Conv_380 1 1 1082 1084 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_91 1 2 1084 1084_splitncnn_0 1084_splitncnn_1 +Concat Concat_382 4 1 1076_splitncnn_2 1078_splitncnn_1 1081_splitncnn_1 1084_splitncnn_1 1085 +Convolution Conv_383 1 1 1085 1087 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_385 5 1 1076_splitncnn_1 1078_splitncnn_0 1081_splitncnn_0 1084_splitncnn_0 1087 1088 +Convolution Conv_386 1 1 1088 1089 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_389 2 1 1089 1076_splitncnn_0 1092 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_92 1 6 1092 1092_splitncnn_0 1092_splitncnn_1 1092_splitncnn_2 1092_splitncnn_3 1092_splitncnn_4 1092_splitncnn_5 +Convolution Conv_390 1 1 1092_splitncnn_5 1094 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_93 1 4 1094 1094_splitncnn_0 1094_splitncnn_1 1094_splitncnn_2 1094_splitncnn_3 +Concat Concat_392 2 1 1092_splitncnn_4 1094_splitncnn_3 1095 +Convolution Conv_393 1 1 1095 1097 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_94 1 3 1097 1097_splitncnn_0 1097_splitncnn_1 1097_splitncnn_2 +Concat Concat_395 3 1 1092_splitncnn_3 1094_splitncnn_2 1097_splitncnn_2 1098 +Convolution Conv_396 1 1 1098 1100 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_95 1 2 1100 1100_splitncnn_0 1100_splitncnn_1 +Concat Concat_398 4 1 1092_splitncnn_2 1094_splitncnn_1 1097_splitncnn_1 1100_splitncnn_1 1101 +Convolution Conv_399 1 1 1101 1103 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_401 5 1 1092_splitncnn_1 1094_splitncnn_0 1097_splitncnn_0 1100_splitncnn_0 1103 1104 +Convolution Conv_402 1 1 1104 1105 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_405 2 1 1105 1092_splitncnn_0 1108 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_408 2 1 1108 1060_splitncnn_0 1111 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_96 1 7 1111 1111_splitncnn_0 1111_splitncnn_1 1111_splitncnn_2 1111_splitncnn_3 1111_splitncnn_4 1111_splitncnn_5 1111_splitncnn_6 +Convolution Conv_409 1 1 1111_splitncnn_6 1113 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_97 1 4 1113 1113_splitncnn_0 1113_splitncnn_1 1113_splitncnn_2 1113_splitncnn_3 +Concat Concat_411 2 1 1111_splitncnn_5 1113_splitncnn_3 1114 +Convolution Conv_412 1 1 1114 1116 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_98 1 3 1116 1116_splitncnn_0 1116_splitncnn_1 1116_splitncnn_2 +Concat Concat_414 3 1 1111_splitncnn_4 1113_splitncnn_2 1116_splitncnn_2 1117 +Convolution Conv_415 1 1 1117 1119 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_99 1 2 1119 1119_splitncnn_0 1119_splitncnn_1 +Concat Concat_417 4 1 1111_splitncnn_3 1113_splitncnn_1 1116_splitncnn_1 1119_splitncnn_1 1120 +Convolution Conv_418 1 1 1120 1122 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_420 5 1 1111_splitncnn_2 1113_splitncnn_0 1116_splitncnn_0 1119_splitncnn_0 1122 1123 +Convolution Conv_421 1 1 1123 1124 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_424 2 1 1124 1111_splitncnn_1 1127 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_100 1 6 1127 1127_splitncnn_0 1127_splitncnn_1 1127_splitncnn_2 1127_splitncnn_3 1127_splitncnn_4 1127_splitncnn_5 +Convolution Conv_425 1 1 1127_splitncnn_5 1129 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_101 1 4 1129 1129_splitncnn_0 1129_splitncnn_1 1129_splitncnn_2 1129_splitncnn_3 +Concat Concat_427 2 1 1127_splitncnn_4 1129_splitncnn_3 1130 +Convolution Conv_428 1 1 1130 1132 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_102 1 3 1132 1132_splitncnn_0 1132_splitncnn_1 1132_splitncnn_2 +Concat Concat_430 3 1 1127_splitncnn_3 1129_splitncnn_2 1132_splitncnn_2 1133 +Convolution Conv_431 1 1 1133 1135 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_103 1 2 1135 1135_splitncnn_0 1135_splitncnn_1 +Concat Concat_433 4 1 1127_splitncnn_2 1129_splitncnn_1 1132_splitncnn_1 1135_splitncnn_1 1136 +Convolution Conv_434 1 1 1136 1138 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_436 5 1 1127_splitncnn_1 1129_splitncnn_0 1132_splitncnn_0 1135_splitncnn_0 1138 1139 +Convolution Conv_437 1 1 1139 1140 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_440 2 1 1140 1127_splitncnn_0 1143 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_104 1 6 1143 1143_splitncnn_0 1143_splitncnn_1 1143_splitncnn_2 1143_splitncnn_3 1143_splitncnn_4 1143_splitncnn_5 +Convolution Conv_441 1 1 1143_splitncnn_5 1145 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_105 1 4 1145 1145_splitncnn_0 1145_splitncnn_1 1145_splitncnn_2 1145_splitncnn_3 +Concat Concat_443 2 1 1143_splitncnn_4 1145_splitncnn_3 1146 +Convolution Conv_444 1 1 1146 1148 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_106 1 3 1148 1148_splitncnn_0 1148_splitncnn_1 1148_splitncnn_2 +Concat Concat_446 3 1 1143_splitncnn_3 1145_splitncnn_2 1148_splitncnn_2 1149 +Convolution Conv_447 1 1 1149 1151 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_107 1 2 1151 1151_splitncnn_0 1151_splitncnn_1 +Concat Concat_449 4 1 1143_splitncnn_2 1145_splitncnn_1 1148_splitncnn_1 1151_splitncnn_1 1152 +Convolution Conv_450 1 1 1152 1154 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_452 5 1 1143_splitncnn_1 1145_splitncnn_0 1148_splitncnn_0 1151_splitncnn_0 1154 1155 +Convolution Conv_453 1 1 1155 1156 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_456 2 1 1156 1143_splitncnn_0 1159 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_459 2 1 1159 1111_splitncnn_0 1162 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_108 1 7 1162 1162_splitncnn_0 1162_splitncnn_1 1162_splitncnn_2 1162_splitncnn_3 1162_splitncnn_4 1162_splitncnn_5 1162_splitncnn_6 +Convolution Conv_460 1 1 1162_splitncnn_6 1164 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_109 1 4 1164 1164_splitncnn_0 1164_splitncnn_1 1164_splitncnn_2 1164_splitncnn_3 +Concat Concat_462 2 1 1162_splitncnn_5 1164_splitncnn_3 1165 +Convolution Conv_463 1 1 1165 1167 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_110 1 3 1167 1167_splitncnn_0 1167_splitncnn_1 1167_splitncnn_2 +Concat Concat_465 3 1 1162_splitncnn_4 1164_splitncnn_2 1167_splitncnn_2 1168 +Convolution Conv_466 1 1 1168 1170 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_111 1 2 1170 1170_splitncnn_0 1170_splitncnn_1 +Concat Concat_468 4 1 1162_splitncnn_3 1164_splitncnn_1 1167_splitncnn_1 1170_splitncnn_1 1171 +Convolution Conv_469 1 1 1171 1173 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_471 5 1 1162_splitncnn_2 1164_splitncnn_0 1167_splitncnn_0 1170_splitncnn_0 1173 1174 +Convolution Conv_472 1 1 1174 1175 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_475 2 1 1175 1162_splitncnn_1 1178 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_112 1 6 1178 1178_splitncnn_0 1178_splitncnn_1 1178_splitncnn_2 1178_splitncnn_3 1178_splitncnn_4 1178_splitncnn_5 +Convolution Conv_476 1 1 1178_splitncnn_5 1180 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_113 1 4 1180 1180_splitncnn_0 1180_splitncnn_1 1180_splitncnn_2 1180_splitncnn_3 +Concat Concat_478 2 1 1178_splitncnn_4 1180_splitncnn_3 1181 +Convolution Conv_479 1 1 1181 1183 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_114 1 3 1183 1183_splitncnn_0 1183_splitncnn_1 1183_splitncnn_2 +Concat Concat_481 3 1 1178_splitncnn_3 1180_splitncnn_2 1183_splitncnn_2 1184 +Convolution Conv_482 1 1 1184 1186 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_115 1 2 1186 1186_splitncnn_0 1186_splitncnn_1 +Concat Concat_484 4 1 1178_splitncnn_2 1180_splitncnn_1 1183_splitncnn_1 1186_splitncnn_1 1187 +Convolution Conv_485 1 1 1187 1189 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_487 5 1 1178_splitncnn_1 1180_splitncnn_0 1183_splitncnn_0 1186_splitncnn_0 1189 1190 +Convolution Conv_488 1 1 1190 1191 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_491 2 1 1191 1178_splitncnn_0 1194 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_116 1 6 1194 1194_splitncnn_0 1194_splitncnn_1 1194_splitncnn_2 1194_splitncnn_3 1194_splitncnn_4 1194_splitncnn_5 +Convolution Conv_492 1 1 1194_splitncnn_5 1196 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_117 1 4 1196 1196_splitncnn_0 1196_splitncnn_1 1196_splitncnn_2 1196_splitncnn_3 +Concat Concat_494 2 1 1194_splitncnn_4 1196_splitncnn_3 1197 +Convolution Conv_495 1 1 1197 1199 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_118 1 3 1199 1199_splitncnn_0 1199_splitncnn_1 1199_splitncnn_2 +Concat Concat_497 3 1 1194_splitncnn_3 1196_splitncnn_2 1199_splitncnn_2 1200 +Convolution Conv_498 1 1 1200 1202 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_119 1 2 1202 1202_splitncnn_0 1202_splitncnn_1 +Concat Concat_500 4 1 1194_splitncnn_2 1196_splitncnn_1 1199_splitncnn_1 1202_splitncnn_1 1203 +Convolution Conv_501 1 1 1203 1205 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_503 5 1 1194_splitncnn_1 1196_splitncnn_0 1199_splitncnn_0 1202_splitncnn_0 1205 1206 +Convolution Conv_504 1 1 1206 1207 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_507 2 1 1207 1194_splitncnn_0 1210 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_510 2 1 1210 1162_splitncnn_0 1213 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_120 1 7 1213 1213_splitncnn_0 1213_splitncnn_1 1213_splitncnn_2 1213_splitncnn_3 1213_splitncnn_4 1213_splitncnn_5 1213_splitncnn_6 +Convolution Conv_511 1 1 1213_splitncnn_6 1215 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_121 1 4 1215 1215_splitncnn_0 1215_splitncnn_1 1215_splitncnn_2 1215_splitncnn_3 +Concat Concat_513 2 1 1213_splitncnn_5 1215_splitncnn_3 1216 +Convolution Conv_514 1 1 1216 1218 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_122 1 3 1218 1218_splitncnn_0 1218_splitncnn_1 1218_splitncnn_2 +Concat Concat_516 3 1 1213_splitncnn_4 1215_splitncnn_2 1218_splitncnn_2 1219 +Convolution Conv_517 1 1 1219 1221 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_123 1 2 1221 1221_splitncnn_0 1221_splitncnn_1 +Concat Concat_519 4 1 1213_splitncnn_3 1215_splitncnn_1 1218_splitncnn_1 1221_splitncnn_1 1222 +Convolution Conv_520 1 1 1222 1224 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_522 5 1 1213_splitncnn_2 1215_splitncnn_0 1218_splitncnn_0 1221_splitncnn_0 1224 1225 +Convolution Conv_523 1 1 1225 1226 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_526 2 1 1226 1213_splitncnn_1 1229 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_124 1 6 1229 1229_splitncnn_0 1229_splitncnn_1 1229_splitncnn_2 1229_splitncnn_3 1229_splitncnn_4 1229_splitncnn_5 +Convolution Conv_527 1 1 1229_splitncnn_5 1231 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_125 1 4 1231 1231_splitncnn_0 1231_splitncnn_1 1231_splitncnn_2 1231_splitncnn_3 +Concat Concat_529 2 1 1229_splitncnn_4 1231_splitncnn_3 1232 +Convolution Conv_530 1 1 1232 1234 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_126 1 3 1234 1234_splitncnn_0 1234_splitncnn_1 1234_splitncnn_2 +Concat Concat_532 3 1 1229_splitncnn_3 1231_splitncnn_2 1234_splitncnn_2 1235 +Convolution Conv_533 1 1 1235 1237 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_127 1 2 1237 1237_splitncnn_0 1237_splitncnn_1 +Concat Concat_535 4 1 1229_splitncnn_2 1231_splitncnn_1 1234_splitncnn_1 1237_splitncnn_1 1238 +Convolution Conv_536 1 1 1238 1240 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_538 5 1 1229_splitncnn_1 1231_splitncnn_0 1234_splitncnn_0 1237_splitncnn_0 1240 1241 +Convolution Conv_539 1 1 1241 1242 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_542 2 1 1242 1229_splitncnn_0 1245 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_128 1 6 1245 1245_splitncnn_0 1245_splitncnn_1 1245_splitncnn_2 1245_splitncnn_3 1245_splitncnn_4 1245_splitncnn_5 +Convolution Conv_543 1 1 1245_splitncnn_5 1247 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_129 1 4 1247 1247_splitncnn_0 1247_splitncnn_1 1247_splitncnn_2 1247_splitncnn_3 +Concat Concat_545 2 1 1245_splitncnn_4 1247_splitncnn_3 1248 +Convolution Conv_546 1 1 1248 1250 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_130 1 3 1250 1250_splitncnn_0 1250_splitncnn_1 1250_splitncnn_2 +Concat Concat_548 3 1 1245_splitncnn_3 1247_splitncnn_2 1250_splitncnn_2 1251 +Convolution Conv_549 1 1 1251 1253 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_131 1 2 1253 1253_splitncnn_0 1253_splitncnn_1 +Concat Concat_551 4 1 1245_splitncnn_2 1247_splitncnn_1 1250_splitncnn_1 1253_splitncnn_1 1254 +Convolution Conv_552 1 1 1254 1256 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_554 5 1 1245_splitncnn_1 1247_splitncnn_0 1250_splitncnn_0 1253_splitncnn_0 1256 1257 +Convolution Conv_555 1 1 1257 1258 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_558 2 1 1258 1245_splitncnn_0 1261 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_561 2 1 1261 1213_splitncnn_0 1264 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_132 1 7 1264 1264_splitncnn_0 1264_splitncnn_1 1264_splitncnn_2 1264_splitncnn_3 1264_splitncnn_4 1264_splitncnn_5 1264_splitncnn_6 +Convolution Conv_562 1 1 1264_splitncnn_6 1266 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_133 1 4 1266 1266_splitncnn_0 1266_splitncnn_1 1266_splitncnn_2 1266_splitncnn_3 +Concat Concat_564 2 1 1264_splitncnn_5 1266_splitncnn_3 1267 +Convolution Conv_565 1 1 1267 1269 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_134 1 3 1269 1269_splitncnn_0 1269_splitncnn_1 1269_splitncnn_2 +Concat Concat_567 3 1 1264_splitncnn_4 1266_splitncnn_2 1269_splitncnn_2 1270 +Convolution Conv_568 1 1 1270 1272 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_135 1 2 1272 1272_splitncnn_0 1272_splitncnn_1 +Concat Concat_570 4 1 1264_splitncnn_3 1266_splitncnn_1 1269_splitncnn_1 1272_splitncnn_1 1273 +Convolution Conv_571 1 1 1273 1275 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_573 5 1 1264_splitncnn_2 1266_splitncnn_0 1269_splitncnn_0 1272_splitncnn_0 1275 1276 +Convolution Conv_574 1 1 1276 1277 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_577 2 1 1277 1264_splitncnn_1 1280 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_136 1 6 1280 1280_splitncnn_0 1280_splitncnn_1 1280_splitncnn_2 1280_splitncnn_3 1280_splitncnn_4 1280_splitncnn_5 +Convolution Conv_578 1 1 1280_splitncnn_5 1282 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_137 1 4 1282 1282_splitncnn_0 1282_splitncnn_1 1282_splitncnn_2 1282_splitncnn_3 +Concat Concat_580 2 1 1280_splitncnn_4 1282_splitncnn_3 1283 +Convolution Conv_581 1 1 1283 1285 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_138 1 3 1285 1285_splitncnn_0 1285_splitncnn_1 1285_splitncnn_2 +Concat Concat_583 3 1 1280_splitncnn_3 1282_splitncnn_2 1285_splitncnn_2 1286 +Convolution Conv_584 1 1 1286 1288 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_139 1 2 1288 1288_splitncnn_0 1288_splitncnn_1 +Concat Concat_586 4 1 1280_splitncnn_2 1282_splitncnn_1 1285_splitncnn_1 1288_splitncnn_1 1289 +Convolution Conv_587 1 1 1289 1291 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_589 5 1 1280_splitncnn_1 1282_splitncnn_0 1285_splitncnn_0 1288_splitncnn_0 1291 1292 +Convolution Conv_590 1 1 1292 1293 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_593 2 1 1293 1280_splitncnn_0 1296 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_140 1 6 1296 1296_splitncnn_0 1296_splitncnn_1 1296_splitncnn_2 1296_splitncnn_3 1296_splitncnn_4 1296_splitncnn_5 +Convolution Conv_594 1 1 1296_splitncnn_5 1298 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_141 1 4 1298 1298_splitncnn_0 1298_splitncnn_1 1298_splitncnn_2 1298_splitncnn_3 +Concat Concat_596 2 1 1296_splitncnn_4 1298_splitncnn_3 1299 +Convolution Conv_597 1 1 1299 1301 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_142 1 3 1301 1301_splitncnn_0 1301_splitncnn_1 1301_splitncnn_2 +Concat Concat_599 3 1 1296_splitncnn_3 1298_splitncnn_2 1301_splitncnn_2 1302 +Convolution Conv_600 1 1 1302 1304 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_143 1 2 1304 1304_splitncnn_0 1304_splitncnn_1 +Concat Concat_602 4 1 1296_splitncnn_2 1298_splitncnn_1 1301_splitncnn_1 1304_splitncnn_1 1305 +Convolution Conv_603 1 1 1305 1307 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_605 5 1 1296_splitncnn_1 1298_splitncnn_0 1301_splitncnn_0 1304_splitncnn_0 1307 1308 +Convolution Conv_606 1 1 1308 1309 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_609 2 1 1309 1296_splitncnn_0 1312 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_612 2 1 1312 1264_splitncnn_0 1315 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_144 1 7 1315 1315_splitncnn_0 1315_splitncnn_1 1315_splitncnn_2 1315_splitncnn_3 1315_splitncnn_4 1315_splitncnn_5 1315_splitncnn_6 +Convolution Conv_613 1 1 1315_splitncnn_6 1317 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_145 1 4 1317 1317_splitncnn_0 1317_splitncnn_1 1317_splitncnn_2 1317_splitncnn_3 +Concat Concat_615 2 1 1315_splitncnn_5 1317_splitncnn_3 1318 +Convolution Conv_616 1 1 1318 1320 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_146 1 3 1320 1320_splitncnn_0 1320_splitncnn_1 1320_splitncnn_2 +Concat Concat_618 3 1 1315_splitncnn_4 1317_splitncnn_2 1320_splitncnn_2 1321 +Convolution Conv_619 1 1 1321 1323 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_147 1 2 1323 1323_splitncnn_0 1323_splitncnn_1 +Concat Concat_621 4 1 1315_splitncnn_3 1317_splitncnn_1 1320_splitncnn_1 1323_splitncnn_1 1324 +Convolution Conv_622 1 1 1324 1326 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_624 5 1 1315_splitncnn_2 1317_splitncnn_0 1320_splitncnn_0 1323_splitncnn_0 1326 1327 +Convolution Conv_625 1 1 1327 1328 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_628 2 1 1328 1315_splitncnn_1 1331 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_148 1 6 1331 1331_splitncnn_0 1331_splitncnn_1 1331_splitncnn_2 1331_splitncnn_3 1331_splitncnn_4 1331_splitncnn_5 +Convolution Conv_629 1 1 1331_splitncnn_5 1333 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_149 1 4 1333 1333_splitncnn_0 1333_splitncnn_1 1333_splitncnn_2 1333_splitncnn_3 +Concat Concat_631 2 1 1331_splitncnn_4 1333_splitncnn_3 1334 +Convolution Conv_632 1 1 1334 1336 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_150 1 3 1336 1336_splitncnn_0 1336_splitncnn_1 1336_splitncnn_2 +Concat Concat_634 3 1 1331_splitncnn_3 1333_splitncnn_2 1336_splitncnn_2 1337 +Convolution Conv_635 1 1 1337 1339 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_151 1 2 1339 1339_splitncnn_0 1339_splitncnn_1 +Concat Concat_637 4 1 1331_splitncnn_2 1333_splitncnn_1 1336_splitncnn_1 1339_splitncnn_1 1340 +Convolution Conv_638 1 1 1340 1342 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_640 5 1 1331_splitncnn_1 1333_splitncnn_0 1336_splitncnn_0 1339_splitncnn_0 1342 1343 +Convolution Conv_641 1 1 1343 1344 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_644 2 1 1344 1331_splitncnn_0 1347 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_152 1 6 1347 1347_splitncnn_0 1347_splitncnn_1 1347_splitncnn_2 1347_splitncnn_3 1347_splitncnn_4 1347_splitncnn_5 +Convolution Conv_645 1 1 1347_splitncnn_5 1349 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_153 1 4 1349 1349_splitncnn_0 1349_splitncnn_1 1349_splitncnn_2 1349_splitncnn_3 +Concat Concat_647 2 1 1347_splitncnn_4 1349_splitncnn_3 1350 +Convolution Conv_648 1 1 1350 1352 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_154 1 3 1352 1352_splitncnn_0 1352_splitncnn_1 1352_splitncnn_2 +Concat Concat_650 3 1 1347_splitncnn_3 1349_splitncnn_2 1352_splitncnn_2 1353 +Convolution Conv_651 1 1 1353 1355 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_155 1 2 1355 1355_splitncnn_0 1355_splitncnn_1 +Concat Concat_653 4 1 1347_splitncnn_2 1349_splitncnn_1 1352_splitncnn_1 1355_splitncnn_1 1356 +Convolution Conv_654 1 1 1356 1358 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_656 5 1 1347_splitncnn_1 1349_splitncnn_0 1352_splitncnn_0 1355_splitncnn_0 1358 1359 +Convolution Conv_657 1 1 1359 1360 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_660 2 1 1360 1347_splitncnn_0 1363 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_663 2 1 1363 1315_splitncnn_0 1366 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_156 1 7 1366 1366_splitncnn_0 1366_splitncnn_1 1366_splitncnn_2 1366_splitncnn_3 1366_splitncnn_4 1366_splitncnn_5 1366_splitncnn_6 +Convolution Conv_664 1 1 1366_splitncnn_6 1368 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_157 1 4 1368 1368_splitncnn_0 1368_splitncnn_1 1368_splitncnn_2 1368_splitncnn_3 +Concat Concat_666 2 1 1366_splitncnn_5 1368_splitncnn_3 1369 +Convolution Conv_667 1 1 1369 1371 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_158 1 3 1371 1371_splitncnn_0 1371_splitncnn_1 1371_splitncnn_2 +Concat Concat_669 3 1 1366_splitncnn_4 1368_splitncnn_2 1371_splitncnn_2 1372 +Convolution Conv_670 1 1 1372 1374 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_159 1 2 1374 1374_splitncnn_0 1374_splitncnn_1 +Concat Concat_672 4 1 1366_splitncnn_3 1368_splitncnn_1 1371_splitncnn_1 1374_splitncnn_1 1375 +Convolution Conv_673 1 1 1375 1377 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_675 5 1 1366_splitncnn_2 1368_splitncnn_0 1371_splitncnn_0 1374_splitncnn_0 1377 1378 +Convolution Conv_676 1 1 1378 1379 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_679 2 1 1379 1366_splitncnn_1 1382 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_160 1 6 1382 1382_splitncnn_0 1382_splitncnn_1 1382_splitncnn_2 1382_splitncnn_3 1382_splitncnn_4 1382_splitncnn_5 +Convolution Conv_680 1 1 1382_splitncnn_5 1384 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_161 1 4 1384 1384_splitncnn_0 1384_splitncnn_1 1384_splitncnn_2 1384_splitncnn_3 +Concat Concat_682 2 1 1382_splitncnn_4 1384_splitncnn_3 1385 +Convolution Conv_683 1 1 1385 1387 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_162 1 3 1387 1387_splitncnn_0 1387_splitncnn_1 1387_splitncnn_2 +Concat Concat_685 3 1 1382_splitncnn_3 1384_splitncnn_2 1387_splitncnn_2 1388 +Convolution Conv_686 1 1 1388 1390 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_163 1 2 1390 1390_splitncnn_0 1390_splitncnn_1 +Concat Concat_688 4 1 1382_splitncnn_2 1384_splitncnn_1 1387_splitncnn_1 1390_splitncnn_1 1391 +Convolution Conv_689 1 1 1391 1393 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_691 5 1 1382_splitncnn_1 1384_splitncnn_0 1387_splitncnn_0 1390_splitncnn_0 1393 1394 +Convolution Conv_692 1 1 1394 1395 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_695 2 1 1395 1382_splitncnn_0 1398 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_164 1 6 1398 1398_splitncnn_0 1398_splitncnn_1 1398_splitncnn_2 1398_splitncnn_3 1398_splitncnn_4 1398_splitncnn_5 +Convolution Conv_696 1 1 1398_splitncnn_5 1400 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_165 1 4 1400 1400_splitncnn_0 1400_splitncnn_1 1400_splitncnn_2 1400_splitncnn_3 +Concat Concat_698 2 1 1398_splitncnn_4 1400_splitncnn_3 1401 +Convolution Conv_699 1 1 1401 1403 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_166 1 3 1403 1403_splitncnn_0 1403_splitncnn_1 1403_splitncnn_2 +Concat Concat_701 3 1 1398_splitncnn_3 1400_splitncnn_2 1403_splitncnn_2 1404 +Convolution Conv_702 1 1 1404 1406 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_167 1 2 1406 1406_splitncnn_0 1406_splitncnn_1 +Concat Concat_704 4 1 1398_splitncnn_2 1400_splitncnn_1 1403_splitncnn_1 1406_splitncnn_1 1407 +Convolution Conv_705 1 1 1407 1409 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_707 5 1 1398_splitncnn_1 1400_splitncnn_0 1403_splitncnn_0 1406_splitncnn_0 1409 1410 +Convolution Conv_708 1 1 1410 1411 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_711 2 1 1411 1398_splitncnn_0 1414 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_714 2 1 1414 1366_splitncnn_0 1417 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_168 1 7 1417 1417_splitncnn_0 1417_splitncnn_1 1417_splitncnn_2 1417_splitncnn_3 1417_splitncnn_4 1417_splitncnn_5 1417_splitncnn_6 +Convolution Conv_715 1 1 1417_splitncnn_6 1419 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_169 1 4 1419 1419_splitncnn_0 1419_splitncnn_1 1419_splitncnn_2 1419_splitncnn_3 +Concat Concat_717 2 1 1417_splitncnn_5 1419_splitncnn_3 1420 +Convolution Conv_718 1 1 1420 1422 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_170 1 3 1422 1422_splitncnn_0 1422_splitncnn_1 1422_splitncnn_2 +Concat Concat_720 3 1 1417_splitncnn_4 1419_splitncnn_2 1422_splitncnn_2 1423 +Convolution Conv_721 1 1 1423 1425 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_171 1 2 1425 1425_splitncnn_0 1425_splitncnn_1 +Concat Concat_723 4 1 1417_splitncnn_3 1419_splitncnn_1 1422_splitncnn_1 1425_splitncnn_1 1426 +Convolution Conv_724 1 1 1426 1428 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_726 5 1 1417_splitncnn_2 1419_splitncnn_0 1422_splitncnn_0 1425_splitncnn_0 1428 1429 +Convolution Conv_727 1 1 1429 1430 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_730 2 1 1430 1417_splitncnn_1 1433 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_172 1 6 1433 1433_splitncnn_0 1433_splitncnn_1 1433_splitncnn_2 1433_splitncnn_3 1433_splitncnn_4 1433_splitncnn_5 +Convolution Conv_731 1 1 1433_splitncnn_5 1435 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_173 1 4 1435 1435_splitncnn_0 1435_splitncnn_1 1435_splitncnn_2 1435_splitncnn_3 +Concat Concat_733 2 1 1433_splitncnn_4 1435_splitncnn_3 1436 +Convolution Conv_734 1 1 1436 1438 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_174 1 3 1438 1438_splitncnn_0 1438_splitncnn_1 1438_splitncnn_2 +Concat Concat_736 3 1 1433_splitncnn_3 1435_splitncnn_2 1438_splitncnn_2 1439 +Convolution Conv_737 1 1 1439 1441 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_175 1 2 1441 1441_splitncnn_0 1441_splitncnn_1 +Concat Concat_739 4 1 1433_splitncnn_2 1435_splitncnn_1 1438_splitncnn_1 1441_splitncnn_1 1442 +Convolution Conv_740 1 1 1442 1444 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_742 5 1 1433_splitncnn_1 1435_splitncnn_0 1438_splitncnn_0 1441_splitncnn_0 1444 1445 +Convolution Conv_743 1 1 1445 1446 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_746 2 1 1446 1433_splitncnn_0 1449 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_176 1 6 1449 1449_splitncnn_0 1449_splitncnn_1 1449_splitncnn_2 1449_splitncnn_3 1449_splitncnn_4 1449_splitncnn_5 +Convolution Conv_747 1 1 1449_splitncnn_5 1451 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_177 1 4 1451 1451_splitncnn_0 1451_splitncnn_1 1451_splitncnn_2 1451_splitncnn_3 +Concat Concat_749 2 1 1449_splitncnn_4 1451_splitncnn_3 1452 +Convolution Conv_750 1 1 1452 1454 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_178 1 3 1454 1454_splitncnn_0 1454_splitncnn_1 1454_splitncnn_2 +Concat Concat_752 3 1 1449_splitncnn_3 1451_splitncnn_2 1454_splitncnn_2 1455 +Convolution Conv_753 1 1 1455 1457 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_179 1 2 1457 1457_splitncnn_0 1457_splitncnn_1 +Concat Concat_755 4 1 1449_splitncnn_2 1451_splitncnn_1 1454_splitncnn_1 1457_splitncnn_1 1458 +Convolution Conv_756 1 1 1458 1460 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_758 5 1 1449_splitncnn_1 1451_splitncnn_0 1454_splitncnn_0 1457_splitncnn_0 1460 1461 +Convolution Conv_759 1 1 1461 1462 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_762 2 1 1462 1449_splitncnn_0 1465 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_765 2 1 1465 1417_splitncnn_0 1468 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_180 1 7 1468 1468_splitncnn_0 1468_splitncnn_1 1468_splitncnn_2 1468_splitncnn_3 1468_splitncnn_4 1468_splitncnn_5 1468_splitncnn_6 +Convolution Conv_766 1 1 1468_splitncnn_6 1470 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_181 1 4 1470 1470_splitncnn_0 1470_splitncnn_1 1470_splitncnn_2 1470_splitncnn_3 +Concat Concat_768 2 1 1468_splitncnn_5 1470_splitncnn_3 1471 +Convolution Conv_769 1 1 1471 1473 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_182 1 3 1473 1473_splitncnn_0 1473_splitncnn_1 1473_splitncnn_2 +Concat Concat_771 3 1 1468_splitncnn_4 1470_splitncnn_2 1473_splitncnn_2 1474 +Convolution Conv_772 1 1 1474 1476 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_183 1 2 1476 1476_splitncnn_0 1476_splitncnn_1 +Concat Concat_774 4 1 1468_splitncnn_3 1470_splitncnn_1 1473_splitncnn_1 1476_splitncnn_1 1477 +Convolution Conv_775 1 1 1477 1479 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_777 5 1 1468_splitncnn_2 1470_splitncnn_0 1473_splitncnn_0 1476_splitncnn_0 1479 1480 +Convolution Conv_778 1 1 1480 1481 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_781 2 1 1481 1468_splitncnn_1 1484 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_184 1 6 1484 1484_splitncnn_0 1484_splitncnn_1 1484_splitncnn_2 1484_splitncnn_3 1484_splitncnn_4 1484_splitncnn_5 +Convolution Conv_782 1 1 1484_splitncnn_5 1486 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_185 1 4 1486 1486_splitncnn_0 1486_splitncnn_1 1486_splitncnn_2 1486_splitncnn_3 +Concat Concat_784 2 1 1484_splitncnn_4 1486_splitncnn_3 1487 +Convolution Conv_785 1 1 1487 1489 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_186 1 3 1489 1489_splitncnn_0 1489_splitncnn_1 1489_splitncnn_2 +Concat Concat_787 3 1 1484_splitncnn_3 1486_splitncnn_2 1489_splitncnn_2 1490 +Convolution Conv_788 1 1 1490 1492 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_187 1 2 1492 1492_splitncnn_0 1492_splitncnn_1 +Concat Concat_790 4 1 1484_splitncnn_2 1486_splitncnn_1 1489_splitncnn_1 1492_splitncnn_1 1493 +Convolution Conv_791 1 1 1493 1495 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_793 5 1 1484_splitncnn_1 1486_splitncnn_0 1489_splitncnn_0 1492_splitncnn_0 1495 1496 +Convolution Conv_794 1 1 1496 1497 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_797 2 1 1497 1484_splitncnn_0 1500 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_188 1 6 1500 1500_splitncnn_0 1500_splitncnn_1 1500_splitncnn_2 1500_splitncnn_3 1500_splitncnn_4 1500_splitncnn_5 +Convolution Conv_798 1 1 1500_splitncnn_5 1502 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_189 1 4 1502 1502_splitncnn_0 1502_splitncnn_1 1502_splitncnn_2 1502_splitncnn_3 +Concat Concat_800 2 1 1500_splitncnn_4 1502_splitncnn_3 1503 +Convolution Conv_801 1 1 1503 1505 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_190 1 3 1505 1505_splitncnn_0 1505_splitncnn_1 1505_splitncnn_2 +Concat Concat_803 3 1 1500_splitncnn_3 1502_splitncnn_2 1505_splitncnn_2 1506 +Convolution Conv_804 1 1 1506 1508 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_191 1 2 1508 1508_splitncnn_0 1508_splitncnn_1 +Concat Concat_806 4 1 1500_splitncnn_2 1502_splitncnn_1 1505_splitncnn_1 1508_splitncnn_1 1509 +Convolution Conv_807 1 1 1509 1511 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_809 5 1 1500_splitncnn_1 1502_splitncnn_0 1505_splitncnn_0 1508_splitncnn_0 1511 1512 +Convolution Conv_810 1 1 1512 1513 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_813 2 1 1513 1500_splitncnn_0 1516 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_816 2 1 1516 1468_splitncnn_0 1519 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_192 1 7 1519 1519_splitncnn_0 1519_splitncnn_1 1519_splitncnn_2 1519_splitncnn_3 1519_splitncnn_4 1519_splitncnn_5 1519_splitncnn_6 +Convolution Conv_817 1 1 1519_splitncnn_6 1521 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_193 1 4 1521 1521_splitncnn_0 1521_splitncnn_1 1521_splitncnn_2 1521_splitncnn_3 +Concat Concat_819 2 1 1519_splitncnn_5 1521_splitncnn_3 1522 +Convolution Conv_820 1 1 1522 1524 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_194 1 3 1524 1524_splitncnn_0 1524_splitncnn_1 1524_splitncnn_2 +Concat Concat_822 3 1 1519_splitncnn_4 1521_splitncnn_2 1524_splitncnn_2 1525 +Convolution Conv_823 1 1 1525 1527 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_195 1 2 1527 1527_splitncnn_0 1527_splitncnn_1 +Concat Concat_825 4 1 1519_splitncnn_3 1521_splitncnn_1 1524_splitncnn_1 1527_splitncnn_1 1528 +Convolution Conv_826 1 1 1528 1530 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_828 5 1 1519_splitncnn_2 1521_splitncnn_0 1524_splitncnn_0 1527_splitncnn_0 1530 1531 +Convolution Conv_829 1 1 1531 1532 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_832 2 1 1532 1519_splitncnn_1 1535 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_196 1 6 1535 1535_splitncnn_0 1535_splitncnn_1 1535_splitncnn_2 1535_splitncnn_3 1535_splitncnn_4 1535_splitncnn_5 +Convolution Conv_833 1 1 1535_splitncnn_5 1537 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_197 1 4 1537 1537_splitncnn_0 1537_splitncnn_1 1537_splitncnn_2 1537_splitncnn_3 +Concat Concat_835 2 1 1535_splitncnn_4 1537_splitncnn_3 1538 +Convolution Conv_836 1 1 1538 1540 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_198 1 3 1540 1540_splitncnn_0 1540_splitncnn_1 1540_splitncnn_2 +Concat Concat_838 3 1 1535_splitncnn_3 1537_splitncnn_2 1540_splitncnn_2 1541 +Convolution Conv_839 1 1 1541 1543 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_199 1 2 1543 1543_splitncnn_0 1543_splitncnn_1 +Concat Concat_841 4 1 1535_splitncnn_2 1537_splitncnn_1 1540_splitncnn_1 1543_splitncnn_1 1544 +Convolution Conv_842 1 1 1544 1546 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_844 5 1 1535_splitncnn_1 1537_splitncnn_0 1540_splitncnn_0 1543_splitncnn_0 1546 1547 +Convolution Conv_845 1 1 1547 1548 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_848 2 1 1548 1535_splitncnn_0 1551 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_200 1 6 1551 1551_splitncnn_0 1551_splitncnn_1 1551_splitncnn_2 1551_splitncnn_3 1551_splitncnn_4 1551_splitncnn_5 +Convolution Conv_849 1 1 1551_splitncnn_5 1553 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_201 1 4 1553 1553_splitncnn_0 1553_splitncnn_1 1553_splitncnn_2 1553_splitncnn_3 +Concat Concat_851 2 1 1551_splitncnn_4 1553_splitncnn_3 1554 +Convolution Conv_852 1 1 1554 1556 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_202 1 3 1556 1556_splitncnn_0 1556_splitncnn_1 1556_splitncnn_2 +Concat Concat_854 3 1 1551_splitncnn_3 1553_splitncnn_2 1556_splitncnn_2 1557 +Convolution Conv_855 1 1 1557 1559 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_203 1 2 1559 1559_splitncnn_0 1559_splitncnn_1 +Concat Concat_857 4 1 1551_splitncnn_2 1553_splitncnn_1 1556_splitncnn_1 1559_splitncnn_1 1560 +Convolution Conv_858 1 1 1560 1562 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_860 5 1 1551_splitncnn_1 1553_splitncnn_0 1556_splitncnn_0 1559_splitncnn_0 1562 1563 +Convolution Conv_861 1 1 1563 1564 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_864 2 1 1564 1551_splitncnn_0 1567 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_867 2 1 1567 1519_splitncnn_0 1570 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_204 1 7 1570 1570_splitncnn_0 1570_splitncnn_1 1570_splitncnn_2 1570_splitncnn_3 1570_splitncnn_4 1570_splitncnn_5 1570_splitncnn_6 +Convolution Conv_868 1 1 1570_splitncnn_6 1572 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_205 1 4 1572 1572_splitncnn_0 1572_splitncnn_1 1572_splitncnn_2 1572_splitncnn_3 +Concat Concat_870 2 1 1570_splitncnn_5 1572_splitncnn_3 1573 +Convolution Conv_871 1 1 1573 1575 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_206 1 3 1575 1575_splitncnn_0 1575_splitncnn_1 1575_splitncnn_2 +Concat Concat_873 3 1 1570_splitncnn_4 1572_splitncnn_2 1575_splitncnn_2 1576 +Convolution Conv_874 1 1 1576 1578 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_207 1 2 1578 1578_splitncnn_0 1578_splitncnn_1 +Concat Concat_876 4 1 1570_splitncnn_3 1572_splitncnn_1 1575_splitncnn_1 1578_splitncnn_1 1579 +Convolution Conv_877 1 1 1579 1581 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_879 5 1 1570_splitncnn_2 1572_splitncnn_0 1575_splitncnn_0 1578_splitncnn_0 1581 1582 +Convolution Conv_880 1 1 1582 1583 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_883 2 1 1583 1570_splitncnn_1 1586 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_208 1 6 1586 1586_splitncnn_0 1586_splitncnn_1 1586_splitncnn_2 1586_splitncnn_3 1586_splitncnn_4 1586_splitncnn_5 +Convolution Conv_884 1 1 1586_splitncnn_5 1588 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_209 1 4 1588 1588_splitncnn_0 1588_splitncnn_1 1588_splitncnn_2 1588_splitncnn_3 +Concat Concat_886 2 1 1586_splitncnn_4 1588_splitncnn_3 1589 +Convolution Conv_887 1 1 1589 1591 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_210 1 3 1591 1591_splitncnn_0 1591_splitncnn_1 1591_splitncnn_2 +Concat Concat_889 3 1 1586_splitncnn_3 1588_splitncnn_2 1591_splitncnn_2 1592 +Convolution Conv_890 1 1 1592 1594 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_211 1 2 1594 1594_splitncnn_0 1594_splitncnn_1 +Concat Concat_892 4 1 1586_splitncnn_2 1588_splitncnn_1 1591_splitncnn_1 1594_splitncnn_1 1595 +Convolution Conv_893 1 1 1595 1597 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_895 5 1 1586_splitncnn_1 1588_splitncnn_0 1591_splitncnn_0 1594_splitncnn_0 1597 1598 +Convolution Conv_896 1 1 1598 1599 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_899 2 1 1599 1586_splitncnn_0 1602 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_212 1 6 1602 1602_splitncnn_0 1602_splitncnn_1 1602_splitncnn_2 1602_splitncnn_3 1602_splitncnn_4 1602_splitncnn_5 +Convolution Conv_900 1 1 1602_splitncnn_5 1604 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_213 1 4 1604 1604_splitncnn_0 1604_splitncnn_1 1604_splitncnn_2 1604_splitncnn_3 +Concat Concat_902 2 1 1602_splitncnn_4 1604_splitncnn_3 1605 +Convolution Conv_903 1 1 1605 1607 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_214 1 3 1607 1607_splitncnn_0 1607_splitncnn_1 1607_splitncnn_2 +Concat Concat_905 3 1 1602_splitncnn_3 1604_splitncnn_2 1607_splitncnn_2 1608 +Convolution Conv_906 1 1 1608 1610 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_215 1 2 1610 1610_splitncnn_0 1610_splitncnn_1 +Concat Concat_908 4 1 1602_splitncnn_2 1604_splitncnn_1 1607_splitncnn_1 1610_splitncnn_1 1611 +Convolution Conv_909 1 1 1611 1613 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_911 5 1 1602_splitncnn_1 1604_splitncnn_0 1607_splitncnn_0 1610_splitncnn_0 1613 1614 +Convolution Conv_912 1 1 1614 1615 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_915 2 1 1615 1602_splitncnn_0 1618 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_918 2 1 1618 1570_splitncnn_0 1621 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_216 1 7 1621 1621_splitncnn_0 1621_splitncnn_1 1621_splitncnn_2 1621_splitncnn_3 1621_splitncnn_4 1621_splitncnn_5 1621_splitncnn_6 +Convolution Conv_919 1 1 1621_splitncnn_6 1623 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_217 1 4 1623 1623_splitncnn_0 1623_splitncnn_1 1623_splitncnn_2 1623_splitncnn_3 +Concat Concat_921 2 1 1621_splitncnn_5 1623_splitncnn_3 1624 +Convolution Conv_922 1 1 1624 1626 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_218 1 3 1626 1626_splitncnn_0 1626_splitncnn_1 1626_splitncnn_2 +Concat Concat_924 3 1 1621_splitncnn_4 1623_splitncnn_2 1626_splitncnn_2 1627 +Convolution Conv_925 1 1 1627 1629 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_219 1 2 1629 1629_splitncnn_0 1629_splitncnn_1 +Concat Concat_927 4 1 1621_splitncnn_3 1623_splitncnn_1 1626_splitncnn_1 1629_splitncnn_1 1630 +Convolution Conv_928 1 1 1630 1632 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_930 5 1 1621_splitncnn_2 1623_splitncnn_0 1626_splitncnn_0 1629_splitncnn_0 1632 1633 +Convolution Conv_931 1 1 1633 1634 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_934 2 1 1634 1621_splitncnn_1 1637 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_220 1 6 1637 1637_splitncnn_0 1637_splitncnn_1 1637_splitncnn_2 1637_splitncnn_3 1637_splitncnn_4 1637_splitncnn_5 +Convolution Conv_935 1 1 1637_splitncnn_5 1639 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_221 1 4 1639 1639_splitncnn_0 1639_splitncnn_1 1639_splitncnn_2 1639_splitncnn_3 +Concat Concat_937 2 1 1637_splitncnn_4 1639_splitncnn_3 1640 +Convolution Conv_938 1 1 1640 1642 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_222 1 3 1642 1642_splitncnn_0 1642_splitncnn_1 1642_splitncnn_2 +Concat Concat_940 3 1 1637_splitncnn_3 1639_splitncnn_2 1642_splitncnn_2 1643 +Convolution Conv_941 1 1 1643 1645 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_223 1 2 1645 1645_splitncnn_0 1645_splitncnn_1 +Concat Concat_943 4 1 1637_splitncnn_2 1639_splitncnn_1 1642_splitncnn_1 1645_splitncnn_1 1646 +Convolution Conv_944 1 1 1646 1648 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_946 5 1 1637_splitncnn_1 1639_splitncnn_0 1642_splitncnn_0 1645_splitncnn_0 1648 1649 +Convolution Conv_947 1 1 1649 1650 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_950 2 1 1650 1637_splitncnn_0 1653 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_224 1 6 1653 1653_splitncnn_0 1653_splitncnn_1 1653_splitncnn_2 1653_splitncnn_3 1653_splitncnn_4 1653_splitncnn_5 +Convolution Conv_951 1 1 1653_splitncnn_5 1655 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_225 1 4 1655 1655_splitncnn_0 1655_splitncnn_1 1655_splitncnn_2 1655_splitncnn_3 +Concat Concat_953 2 1 1653_splitncnn_4 1655_splitncnn_3 1656 +Convolution Conv_954 1 1 1656 1658 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_226 1 3 1658 1658_splitncnn_0 1658_splitncnn_1 1658_splitncnn_2 +Concat Concat_956 3 1 1653_splitncnn_3 1655_splitncnn_2 1658_splitncnn_2 1659 +Convolution Conv_957 1 1 1659 1661 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_227 1 2 1661 1661_splitncnn_0 1661_splitncnn_1 +Concat Concat_959 4 1 1653_splitncnn_2 1655_splitncnn_1 1658_splitncnn_1 1661_splitncnn_1 1662 +Convolution Conv_960 1 1 1662 1664 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_962 5 1 1653_splitncnn_1 1655_splitncnn_0 1658_splitncnn_0 1661_splitncnn_0 1664 1665 +Convolution Conv_963 1 1 1665 1666 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_966 2 1 1666 1653_splitncnn_0 1669 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_969 2 1 1669 1621_splitncnn_0 1672 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_228 1 7 1672 1672_splitncnn_0 1672_splitncnn_1 1672_splitncnn_2 1672_splitncnn_3 1672_splitncnn_4 1672_splitncnn_5 1672_splitncnn_6 +Convolution Conv_970 1 1 1672_splitncnn_6 1674 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_229 1 4 1674 1674_splitncnn_0 1674_splitncnn_1 1674_splitncnn_2 1674_splitncnn_3 +Concat Concat_972 2 1 1672_splitncnn_5 1674_splitncnn_3 1675 +Convolution Conv_973 1 1 1675 1677 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_230 1 3 1677 1677_splitncnn_0 1677_splitncnn_1 1677_splitncnn_2 +Concat Concat_975 3 1 1672_splitncnn_4 1674_splitncnn_2 1677_splitncnn_2 1678 +Convolution Conv_976 1 1 1678 1680 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_231 1 2 1680 1680_splitncnn_0 1680_splitncnn_1 +Concat Concat_978 4 1 1672_splitncnn_3 1674_splitncnn_1 1677_splitncnn_1 1680_splitncnn_1 1681 +Convolution Conv_979 1 1 1681 1683 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_981 5 1 1672_splitncnn_2 1674_splitncnn_0 1677_splitncnn_0 1680_splitncnn_0 1683 1684 +Convolution Conv_982 1 1 1684 1685 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_985 2 1 1685 1672_splitncnn_1 1688 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_232 1 6 1688 1688_splitncnn_0 1688_splitncnn_1 1688_splitncnn_2 1688_splitncnn_3 1688_splitncnn_4 1688_splitncnn_5 +Convolution Conv_986 1 1 1688_splitncnn_5 1690 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_233 1 4 1690 1690_splitncnn_0 1690_splitncnn_1 1690_splitncnn_2 1690_splitncnn_3 +Concat Concat_988 2 1 1688_splitncnn_4 1690_splitncnn_3 1691 +Convolution Conv_989 1 1 1691 1693 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_234 1 3 1693 1693_splitncnn_0 1693_splitncnn_1 1693_splitncnn_2 +Concat Concat_991 3 1 1688_splitncnn_3 1690_splitncnn_2 1693_splitncnn_2 1694 +Convolution Conv_992 1 1 1694 1696 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_235 1 2 1696 1696_splitncnn_0 1696_splitncnn_1 +Concat Concat_994 4 1 1688_splitncnn_2 1690_splitncnn_1 1693_splitncnn_1 1696_splitncnn_1 1697 +Convolution Conv_995 1 1 1697 1699 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_997 5 1 1688_splitncnn_1 1690_splitncnn_0 1693_splitncnn_0 1696_splitncnn_0 1699 1700 +Convolution Conv_998 1 1 1700 1701 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_1001 2 1 1701 1688_splitncnn_0 1704 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_236 1 6 1704 1704_splitncnn_0 1704_splitncnn_1 1704_splitncnn_2 1704_splitncnn_3 1704_splitncnn_4 1704_splitncnn_5 +Convolution Conv_1002 1 1 1704_splitncnn_5 1706 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_237 1 4 1706 1706_splitncnn_0 1706_splitncnn_1 1706_splitncnn_2 1706_splitncnn_3 +Concat Concat_1004 2 1 1704_splitncnn_4 1706_splitncnn_3 1707 +Convolution Conv_1005 1 1 1707 1709 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_238 1 3 1709 1709_splitncnn_0 1709_splitncnn_1 1709_splitncnn_2 +Concat Concat_1007 3 1 1704_splitncnn_3 1706_splitncnn_2 1709_splitncnn_2 1710 +Convolution Conv_1008 1 1 1710 1712 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_239 1 2 1712 1712_splitncnn_0 1712_splitncnn_1 +Concat Concat_1010 4 1 1704_splitncnn_2 1706_splitncnn_1 1709_splitncnn_1 1712_splitncnn_1 1713 +Convolution Conv_1011 1 1 1713 1715 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_1013 5 1 1704_splitncnn_1 1706_splitncnn_0 1709_splitncnn_0 1712_splitncnn_0 1715 1716 +Convolution Conv_1014 1 1 1716 1717 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_1017 2 1 1717 1704_splitncnn_0 1720 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_1020 2 1 1720 1672_splitncnn_0 1723 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_240 1 7 1723 1723_splitncnn_0 1723_splitncnn_1 1723_splitncnn_2 1723_splitncnn_3 1723_splitncnn_4 1723_splitncnn_5 1723_splitncnn_6 +Convolution Conv_1021 1 1 1723_splitncnn_6 1725 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_241 1 4 1725 1725_splitncnn_0 1725_splitncnn_1 1725_splitncnn_2 1725_splitncnn_3 +Concat Concat_1023 2 1 1723_splitncnn_5 1725_splitncnn_3 1726 +Convolution Conv_1024 1 1 1726 1728 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_242 1 3 1728 1728_splitncnn_0 1728_splitncnn_1 1728_splitncnn_2 +Concat Concat_1026 3 1 1723_splitncnn_4 1725_splitncnn_2 1728_splitncnn_2 1729 +Convolution Conv_1027 1 1 1729 1731 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_243 1 2 1731 1731_splitncnn_0 1731_splitncnn_1 +Concat Concat_1029 4 1 1723_splitncnn_3 1725_splitncnn_1 1728_splitncnn_1 1731_splitncnn_1 1732 +Convolution Conv_1030 1 1 1732 1734 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_1032 5 1 1723_splitncnn_2 1725_splitncnn_0 1728_splitncnn_0 1731_splitncnn_0 1734 1735 +Convolution Conv_1033 1 1 1735 1736 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_1036 2 1 1736 1723_splitncnn_1 1739 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_244 1 6 1739 1739_splitncnn_0 1739_splitncnn_1 1739_splitncnn_2 1739_splitncnn_3 1739_splitncnn_4 1739_splitncnn_5 +Convolution Conv_1037 1 1 1739_splitncnn_5 1741 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_245 1 4 1741 1741_splitncnn_0 1741_splitncnn_1 1741_splitncnn_2 1741_splitncnn_3 +Concat Concat_1039 2 1 1739_splitncnn_4 1741_splitncnn_3 1742 +Convolution Conv_1040 1 1 1742 1744 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_246 1 3 1744 1744_splitncnn_0 1744_splitncnn_1 1744_splitncnn_2 +Concat Concat_1042 3 1 1739_splitncnn_3 1741_splitncnn_2 1744_splitncnn_2 1745 +Convolution Conv_1043 1 1 1745 1747 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_247 1 2 1747 1747_splitncnn_0 1747_splitncnn_1 +Concat Concat_1045 4 1 1739_splitncnn_2 1741_splitncnn_1 1744_splitncnn_1 1747_splitncnn_1 1748 +Convolution Conv_1046 1 1 1748 1750 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_1048 5 1 1739_splitncnn_1 1741_splitncnn_0 1744_splitncnn_0 1747_splitncnn_0 1750 1751 +Convolution Conv_1049 1 1 1751 1752 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_1052 2 1 1752 1739_splitncnn_0 1755 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_248 1 6 1755 1755_splitncnn_0 1755_splitncnn_1 1755_splitncnn_2 1755_splitncnn_3 1755_splitncnn_4 1755_splitncnn_5 +Convolution Conv_1053 1 1 1755_splitncnn_5 1757 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_249 1 4 1757 1757_splitncnn_0 1757_splitncnn_1 1757_splitncnn_2 1757_splitncnn_3 +Concat Concat_1055 2 1 1755_splitncnn_4 1757_splitncnn_3 1758 +Convolution Conv_1056 1 1 1758 1760 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_250 1 3 1760 1760_splitncnn_0 1760_splitncnn_1 1760_splitncnn_2 +Concat Concat_1058 3 1 1755_splitncnn_3 1757_splitncnn_2 1760_splitncnn_2 1761 +Convolution Conv_1059 1 1 1761 1763 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_251 1 2 1763 1763_splitncnn_0 1763_splitncnn_1 +Concat Concat_1061 4 1 1755_splitncnn_2 1757_splitncnn_1 1760_splitncnn_1 1763_splitncnn_1 1764 +Convolution Conv_1062 1 1 1764 1766 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_1064 5 1 1755_splitncnn_1 1757_splitncnn_0 1760_splitncnn_0 1763_splitncnn_0 1766 1767 +Convolution Conv_1065 1 1 1767 1768 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_1068 2 1 1768 1755_splitncnn_0 1771 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_1071 2 1 1771 1723_splitncnn_0 1774 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_252 1 7 1774 1774_splitncnn_0 1774_splitncnn_1 1774_splitncnn_2 1774_splitncnn_3 1774_splitncnn_4 1774_splitncnn_5 1774_splitncnn_6 +Convolution Conv_1072 1 1 1774_splitncnn_6 1776 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_253 1 4 1776 1776_splitncnn_0 1776_splitncnn_1 1776_splitncnn_2 1776_splitncnn_3 +Concat Concat_1074 2 1 1774_splitncnn_5 1776_splitncnn_3 1777 +Convolution Conv_1075 1 1 1777 1779 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_254 1 3 1779 1779_splitncnn_0 1779_splitncnn_1 1779_splitncnn_2 +Concat Concat_1077 3 1 1774_splitncnn_4 1776_splitncnn_2 1779_splitncnn_2 1780 +Convolution Conv_1078 1 1 1780 1782 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_255 1 2 1782 1782_splitncnn_0 1782_splitncnn_1 +Concat Concat_1080 4 1 1774_splitncnn_3 1776_splitncnn_1 1779_splitncnn_1 1782_splitncnn_1 1783 +Convolution Conv_1081 1 1 1783 1785 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_1083 5 1 1774_splitncnn_2 1776_splitncnn_0 1779_splitncnn_0 1782_splitncnn_0 1785 1786 +Convolution Conv_1084 1 1 1786 1787 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_1087 2 1 1787 1774_splitncnn_1 1790 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_256 1 6 1790 1790_splitncnn_0 1790_splitncnn_1 1790_splitncnn_2 1790_splitncnn_3 1790_splitncnn_4 1790_splitncnn_5 +Convolution Conv_1088 1 1 1790_splitncnn_5 1792 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_257 1 4 1792 1792_splitncnn_0 1792_splitncnn_1 1792_splitncnn_2 1792_splitncnn_3 +Concat Concat_1090 2 1 1790_splitncnn_4 1792_splitncnn_3 1793 +Convolution Conv_1091 1 1 1793 1795 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_258 1 3 1795 1795_splitncnn_0 1795_splitncnn_1 1795_splitncnn_2 +Concat Concat_1093 3 1 1790_splitncnn_3 1792_splitncnn_2 1795_splitncnn_2 1796 +Convolution Conv_1094 1 1 1796 1798 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_259 1 2 1798 1798_splitncnn_0 1798_splitncnn_1 +Concat Concat_1096 4 1 1790_splitncnn_2 1792_splitncnn_1 1795_splitncnn_1 1798_splitncnn_1 1799 +Convolution Conv_1097 1 1 1799 1801 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_1099 5 1 1790_splitncnn_1 1792_splitncnn_0 1795_splitncnn_0 1798_splitncnn_0 1801 1802 +Convolution Conv_1100 1 1 1802 1803 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_1103 2 1 1803 1790_splitncnn_0 1806 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_260 1 6 1806 1806_splitncnn_0 1806_splitncnn_1 1806_splitncnn_2 1806_splitncnn_3 1806_splitncnn_4 1806_splitncnn_5 +Convolution Conv_1104 1 1 1806_splitncnn_5 1808 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_261 1 4 1808 1808_splitncnn_0 1808_splitncnn_1 1808_splitncnn_2 1808_splitncnn_3 +Concat Concat_1106 2 1 1806_splitncnn_4 1808_splitncnn_3 1809 +Convolution Conv_1107 1 1 1809 1811 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_262 1 3 1811 1811_splitncnn_0 1811_splitncnn_1 1811_splitncnn_2 +Concat Concat_1109 3 1 1806_splitncnn_3 1808_splitncnn_2 1811_splitncnn_2 1812 +Convolution Conv_1110 1 1 1812 1814 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_263 1 2 1814 1814_splitncnn_0 1814_splitncnn_1 +Concat Concat_1112 4 1 1806_splitncnn_2 1808_splitncnn_1 1811_splitncnn_1 1814_splitncnn_1 1815 +Convolution Conv_1113 1 1 1815 1817 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_1115 5 1 1806_splitncnn_1 1808_splitncnn_0 1811_splitncnn_0 1814_splitncnn_0 1817 1818 +Convolution Conv_1116 1 1 1818 1819 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_1119 2 1 1819 1806_splitncnn_0 1822 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_1122 2 1 1822 1774_splitncnn_0 1825 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_264 1 7 1825 1825_splitncnn_0 1825_splitncnn_1 1825_splitncnn_2 1825_splitncnn_3 1825_splitncnn_4 1825_splitncnn_5 1825_splitncnn_6 +Convolution Conv_1123 1 1 1825_splitncnn_6 1827 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_265 1 4 1827 1827_splitncnn_0 1827_splitncnn_1 1827_splitncnn_2 1827_splitncnn_3 +Concat Concat_1125 2 1 1825_splitncnn_5 1827_splitncnn_3 1828 +Convolution Conv_1126 1 1 1828 1830 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_266 1 3 1830 1830_splitncnn_0 1830_splitncnn_1 1830_splitncnn_2 +Concat Concat_1128 3 1 1825_splitncnn_4 1827_splitncnn_2 1830_splitncnn_2 1831 +Convolution Conv_1129 1 1 1831 1833 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_267 1 2 1833 1833_splitncnn_0 1833_splitncnn_1 +Concat Concat_1131 4 1 1825_splitncnn_3 1827_splitncnn_1 1830_splitncnn_1 1833_splitncnn_1 1834 +Convolution Conv_1132 1 1 1834 1836 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_1134 5 1 1825_splitncnn_2 1827_splitncnn_0 1830_splitncnn_0 1833_splitncnn_0 1836 1837 +Convolution Conv_1135 1 1 1837 1838 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_1138 2 1 1838 1825_splitncnn_1 1841 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_268 1 6 1841 1841_splitncnn_0 1841_splitncnn_1 1841_splitncnn_2 1841_splitncnn_3 1841_splitncnn_4 1841_splitncnn_5 +Convolution Conv_1139 1 1 1841_splitncnn_5 1843 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_269 1 4 1843 1843_splitncnn_0 1843_splitncnn_1 1843_splitncnn_2 1843_splitncnn_3 +Concat Concat_1141 2 1 1841_splitncnn_4 1843_splitncnn_3 1844 +Convolution Conv_1142 1 1 1844 1846 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_270 1 3 1846 1846_splitncnn_0 1846_splitncnn_1 1846_splitncnn_2 +Concat Concat_1144 3 1 1841_splitncnn_3 1843_splitncnn_2 1846_splitncnn_2 1847 +Convolution Conv_1145 1 1 1847 1849 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_271 1 2 1849 1849_splitncnn_0 1849_splitncnn_1 +Concat Concat_1147 4 1 1841_splitncnn_2 1843_splitncnn_1 1846_splitncnn_1 1849_splitncnn_1 1850 +Convolution Conv_1148 1 1 1850 1852 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_1150 5 1 1841_splitncnn_1 1843_splitncnn_0 1846_splitncnn_0 1849_splitncnn_0 1852 1853 +Convolution Conv_1151 1 1 1853 1854 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_1154 2 1 1854 1841_splitncnn_0 1857 0=1 -23301=2,2.000000e-01,1.000000e+00 +Split splitncnn_272 1 6 1857 1857_splitncnn_0 1857_splitncnn_1 1857_splitncnn_2 1857_splitncnn_3 1857_splitncnn_4 1857_splitncnn_5 +Convolution Conv_1155 1 1 1857_splitncnn_5 1859 0=32 1=3 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01 +Split splitncnn_273 1 4 1859 1859_splitncnn_0 1859_splitncnn_1 1859_splitncnn_2 1859_splitncnn_3 +Concat Concat_1157 2 1 1857_splitncnn_4 1859_splitncnn_3 1860 +Convolution Conv_1158 1 1 1860 1862 0=32 1=3 4=1 5=1 6=27648 9=2 -23310=1,2.000000e-01 +Split splitncnn_274 1 3 1862 1862_splitncnn_0 1862_splitncnn_1 1862_splitncnn_2 +Concat Concat_1160 3 1 1857_splitncnn_3 1859_splitncnn_2 1862_splitncnn_2 1863 +Convolution Conv_1161 1 1 1863 1865 0=32 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Split splitncnn_275 1 2 1865 1865_splitncnn_0 1865_splitncnn_1 +Concat Concat_1163 4 1 1857_splitncnn_2 1859_splitncnn_1 1862_splitncnn_1 1865_splitncnn_1 1866 +Convolution Conv_1164 1 1 1866 1868 0=32 1=3 4=1 5=1 6=46080 9=2 -23310=1,2.000000e-01 +Concat Concat_1166 5 1 1857_splitncnn_1 1859_splitncnn_0 1862_splitncnn_0 1865_splitncnn_0 1868 1869 +Convolution Conv_1167 1 1 1869 1870 0=64 1=3 4=1 5=1 6=110592 +Eltwise Add_1170 2 1 1870 1857_splitncnn_0 1873 0=1 -23301=2,2.000000e-01,1.000000e+00 +Eltwise Add_1173 2 1 1873 1825_splitncnn_0 1876 0=1 -23301=2,2.000000e-01,1.000000e+00 +Convolution Conv_1174 1 1 1876 1877 0=64 1=3 4=1 5=1 6=36864 +BinaryOp Add_1175 2 1 703_splitncnn_0 1877 1878 +Interp Resize_1177 1 1 1878 1883 0=1 1=2.000000e+00 2=2.000000e+00 +Convolution Conv_1178 1 1 1883 1885 0=64 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Interp Resize_1181 1 1 1885 1890 0=1 1=2.000000e+00 2=2.000000e+00 +Convolution Conv_1182 1 1 1890 1892 0=64 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Convolution Conv_1184 1 1 1892 1894 0=64 1=3 4=1 5=1 6=36864 9=2 -23310=1,2.000000e-01 +Convolution Conv_1186 1 1 1894 output 0=3 1=3 4=1 5=1 6=1728 diff --git a/config/settings.ini b/config/settings.ini index de5ea23..352a9e9 100644 --- a/config/settings.ini +++ b/config/settings.ini @@ -1,6 +1,6 @@ [PathSettings] defaultOutputPath = $HOME/FSRImageVideoUpscaler/ -tmpPathLinux = /home/janis/ +tmpPathLinux = /tmp/ tmpPathWindows = C:\temp [DevSettings] diff --git a/fsrimagevideoupscaler-cli.py b/imagevideoupscaler-cli.py similarity index 60% rename from fsrimagevideoupscaler-cli.py rename to imagevideoupscaler-cli.py index afc08ac..c34d6db 100644 --- a/fsrimagevideoupscaler-cli.py +++ b/imagevideoupscaler-cli.py @@ -12,18 +12,19 @@ import bin.handler import os import multiprocessing -allowedFiletypes = [ 'bmp', 'png', 'jpg' ]; +allowedFiletypes = [ 'png', 'jpg' ]; if __name__ == '__main__': ap = argparse.ArgumentParser( description='FSRImageVideoUpscaler - CLI, a CLI application to upscale videos and images using FSR.' ) ap.add_argument( 'inputfile', help='File path for the video / image to be upscaled' ) ap.add_argument( 'outputfile', help='File path for the video / image that was upscaled' ) - ap.add_argument( '-s', '--scalefactor', help='Scale factor for the video / image' ) - ap.add_argument( '-F', '--filetype', help='Change the file type of the temporary image files. Supports bmp, png, jpg. Video quality: bmp > png > jpg. Only use bmp for short videos only, or on high end, high-capacity SSDs, as it uses lots of storage space! png is default, if not specified.' ) - ap.add_argument( '-S', '--sharpening', help='Sharpening factor (between 0 and 1 wheras 0 means no sharpening, 1 the most sharpening. Recommendation: Do not exceed 0.25, as it often looks bad)' ) + ap.add_argument( '-s', '--scalefactor', help='Scale factor for the video / image. Can be a integer from 1 - 4' ) + ap.add_argument( '-F', '--filetype', help='Change the file type of the temporary image files. Supports png, jpg. Video quality: png > jpg. Png is default, if not specified.' ) + ap.add_argument( '-S', '--sharpening', help='Sharpening factor (between 0 and 1 whereas 0 means no sharpening, 1 the most sharpening. Recommendation: Do not exceed 0.25, as it often looks bad)' ) ap.add_argument( '-N', '--noscaling', help='Do not upscale video, instead only sharpen. Sharpening argument required!', action='store_true' ) - ap.add_argument( '-T', '--threads', help='Thread count to use. Cannot exceed CPU thread count. Scaling non-linear (using 2 threads is not exactly 2x the speed of 1 thread)' ) + ap.add_argument( '-T', '--threads', help='Thread count to use. Cannot exceed CPU thread count. Scaling non-linear (using 2 threads is not exactly 2x the speed of 1 thread). Scales well with FSR, barely with Real-ESRGAN, as it uses mostly the GPU to upscale' ) ap.add_argument( '-E', '--engine', help='Upscaling engine. Can be fsr or SS (for Real-ESRGAN). FSR tends to be lower quality, but faster, Real-ESRGAN higher quality, but slower. Defaults to Real-ESRGAN' ) + ap.add_argument( '-M', '--model', help='Only available if using Real-ESRGAN. Change the ML-Model used to upsample video, can be: realesr-animevideov3 | realesrgan-x4plus | realesrgan-x4plus-anime , defaults to realesrgan-x4plus' ) args = ap.parse_args() handler = bin.handler.Handler() @@ -32,10 +33,13 @@ if __name__ == '__main__': go2 = True; go3 = True; engine = 'SS'; + model = 'realesrgan-x4plus'; + availableModels = [ 'realesr-animevideov3', 'realesrgan-x4plus', 'realesrgan-x4plus-anime' ]; multiprocessing.freeze_support(); if ( os.path.exists( args.outputfile ) ): - if ( input( 'File already exists. Do you want to replace it? (y/n) ' ).lower() == 'y' ): + doReplace = input( 'File already exists. Do you want to replace it? (Y/n) ' ).lower() + if ( doReplace == 'y' or doReplace == '' ): go = True os.remove( args.outputfile ); else: @@ -48,6 +52,13 @@ if __name__ == '__main__': else: print( 'Invalid argument for engine' ) go2 = False; + + if ( engine == 'SS' and args.model != None ): + if ( args.model in availableModels ): + model = args.model; + else: + print( 'Invalid argument for model. Can be: realesr-animevideov3 | realesrgan-x4plus | realesrgan-x4plus-anime | realesrnet-x4plus' ) + go2 = False; if ( args.noscaling ): if ( args.sharpening != None ): @@ -69,24 +80,24 @@ if __name__ == '__main__': filetype = args.filetype else: g3o = False - print( 'Invalid filetype for temp images specified. Please ensure to only use png, bmp or jpg!' ); + print( 'Invalid filetype for temp images specified. Please ensure to only use png or jpg!' ); else: filetype = 'png' if ( go and go2 and go3 ): if ( args.scalefactor ): - if ( args.scalefactor[ len(args.scalefactor) -1: ] == 'x' ): + if ( int( args.scalefactor ) ): if ( args.threads != None ): - handler.handler( 'bin/lib/FidelityFX_CLI.exe', args.inputfile, 'custom', args.scalefactor, args.outputfile, args.sharpening, args.noscaling, filetype, engine, threads=int( args.threads ) ); + handler.handler( 'bin/lib/FidelityFX_CLI.exe', args.inputfile, args.scalefactor, args.outputfile, args.sharpening, args.noscaling, filetype, engine, model, threads=int( args.threads ) ); else: - handler.handler( 'bin/lib/FidelityFX_CLI.exe', args.inputfile, 'custom', args.scalefactor, args.outputfile, args.sharpening, args.noscaling, filetype, engine ); + handler.handler( 'bin/lib/FidelityFX_CLI.exe', args.inputfile, args.scalefactor, args.outputfile, args.sharpening, args.noscaling, filetype, engine, model ); else: - raise NameError( 'Argument Scale does require to be of form 2x! (it has to end in x)' ) + raise NameError( 'Argument Scale does require to be an integer!' ) else: if ( args.threads != None ): - handler.handler( 'bin/lib/FidelityFX_CLI.exe', args.inputfile, 'custom', '2x', args.outputfile, args.sharpening, args.noscaling, filetype, engine, threads=int( args.threads ) ); + handler.handler( 'bin/lib/FidelityFX_CLI.exe', args.inputfile, '2', args.outputfile, args.sharpening, args.noscaling, filetype, engine, model, threads=int( args.threads ) ); else: - handler.handler( 'bin/lib/FidelityFX_CLI.exe', args.inputfile, 'custom', '2x', args.outputfile, args.sharpening, args.noscaling, filetype, engine ) - print( '\n\n---------------------------------------------------------------------------------\n\nDONE \n\nFSRImageVideoUpscalerFrontend V1.1.0\n\nCopyright 2023 FSRImageVideoUpscalerFrontend contributors\nThis application comes with absolutely no warranty to the extent permitted by applicable law\n\n' ) + handler.handler( 'bin/lib/FidelityFX_CLI.exe', args.inputfile, '2', args.outputfile, args.sharpening, args.noscaling, filetype, engine, model ) + print( '\n\n---------------------------------------------------------------------------------\n\nDONE \n\n\n\nImageVideoUpscalerFrontend V1.1.0\n\nCopyright 2023 FSRImageVideoUpscalerFrontend contributors\nThis application comes with absolutely no warranty to the extent permitted by applicable law\n\n\n\nYour video was saved to ' + args.outputfile + '\n\n\n' ) diff --git a/fsrimagevideoupscaler.py b/imagevideoupscaler.py similarity index 100% rename from fsrimagevideoupscaler.py rename to imagevideoupscaler.py diff --git a/fsrimagevideoupscaler.spec b/imagevideoupscaler.spec similarity index 100% rename from fsrimagevideoupscaler.spec rename to imagevideoupscaler.spec