docs(*): update changelog and readme for 6.2.0

Signed-off-by: k4yt3x <i@k4yt3x.com>

.github/workflows/build.yml

@@ -1,11 +1,23 @@
-name: build
+name: Build
+
 on:
   push:
-    branches:
-      - master
-      - dev
-  pull_request: {}
-  workflow_dispatch: {}
+    paths:
+      - ".github/workflows/build.yml"
+      - "include/**"
+      - "src/**"
+      - "tools/**"
+      - "third_party/**"
+      - "CMakeLists.txt"
+  pull_request:
+    paths:
+      - ".github/workflows/build.yml"
+      - "include/**"
+      - "src/**"
+      - "tools/**"
+      - "third_party/**"
+      - "CMakeLists.txt"
+  workflow_dispatch:
 
 jobs:
   ubuntu:
@@ -17,6 +29,7 @@ jobs:
         uses: actions/checkout@v4
         with:
           submodules: recursive
+
       - name: Install dependencies
         run: |
           git submodule update --init --recursive
@@ -31,8 +44,8 @@ jobs:
             libvulkan-dev \
             glslang-tools \
             libomp-dev \
-            libopencv-dev \
             libboost-program-options-dev
+
       - name: Build Video2X
         run: |
           mkdir -p /tmp/build /tmp/install
@@ -42,6 +55,7 @@ jobs:
             -DINSTALL_BIN_DESTINATION=. -DINSTALL_INCLUDE_DESTINATION=include \
             -DINSTALL_LIB_DESTINATION=. -DINSTALL_MODEL_DESTINATION=.
           cmake --build /tmp/build --config Debug --target install --parallel
+
       - name: Upload artifacts
         uses: actions/upload-artifact@v4
         with:
@@ -55,18 +69,19 @@ jobs:
         uses: actions/checkout@v4
         with:
           submodules: recursive
+
       - name: Install Vulkan SDK
         uses: humbletim/setup-vulkan-sdk@v1.2.0
         with:
           vulkan-query-version: 1.3.204.0
           vulkan-components: Vulkan-Headers, Vulkan-Loader, Glslang, SPIRV-Tools, SPIRV-Headers
           vulkan-use-cache: true
+
       - name: Install dependencies
         shell: pwsh
         run: |
           $ffmpegVersion = "7.1"
           $ncnnVersion = "20240820"
-          $opencvVersion = "4.10.0"
 
           git submodule update --init --recursive
 
@@ -78,16 +93,14 @@ jobs:
           Expand-Archive -Path ncnn-shared.zip -DestinationPath third_party
           Rename-Item -Path "third_party/ncnn-$ncnnVersion-windows-vs2022-shared" -NewName ncnn-shared
 
-          curl -Lo opencv-shared.exe "https://github.com/opencv/opencv/releases/download/$opencvVersion/opencv-$opencvVersion-windows.exe"
-          7z x opencv-shared.exe -y
-          Move-Item -Path opencv -Destination third_party\opencv-shared
       - name: Build Video2X
         shell: pwsh
         run: |
           cmake -S . -B build `
-            -DUSE_SYSTEM_NCNN=OFF -DUSE_SYSTEM_SPDLOG=OFF -DUSE_SYSTEM_OPENCV=OFF -DUSE_SYSTEM_BOOST=OFF `
+            -DUSE_SYSTEM_NCNN=OFF -DUSE_SYSTEM_SPDLOG=OFF -DUSE_SYSTEM_BOOST=OFF `
             -DCMAKE_BUILD_TYPE=Debug -DCMAKE_INSTALL_PREFIX=build/video2x_install
           cmake --build build --config Debug --parallel --target install
+
       - name: Upload artifacts
         uses: actions/upload-artifact@v4
         with:
@@ -99,6 +112,7 @@ jobs:
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
+
       - uses: mr-smithers-excellent/docker-build-push@v5
         name: Build the Docker image
         with:

.github/workflows/docs.yml

@@ -0,0 +1,49 @@
+name: Docs
+
+on:
+  push:
+    branches:
+      - master
+    paths:
+      - "docs/book/**"
+  workflow_dispatch:
+
+permissions:
+  contents: read
+  pages: write
+  id-token: write
+
+concurrency:
+  group: "pages"
+  cancel-in-progress: false
+
+jobs:
+  deploy:
+    environment:
+      name: github-pages
+      url: ${{ steps.deployment.outputs.page_url }}
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+
+      - name: Install mdBook
+        run: |
+          version="$(curl https://api.github.com/repos/rust-lang/mdBook/releases/latest | jq -r '.tag_name')"
+          curl -sSL "https://github.com/rust-lang/mdBook/releases/download/$version/mdbook-$version-x86_64-unknown-linux-musl.tar.gz" | tar -xz
+          sudo mv mdbook /usr/local/bin/
+
+      - name: Build Docs with mdBook
+        run: mdbook build -d "$PWD/build/docs/book" docs/book
+
+      - name: Setup Pages
+        uses: actions/configure-pages@v5
+
+      - name: Upload artifact
+        uses: actions/upload-pages-artifact@v3
+        with:
+          path: "build/docs/book"
+
+      - name: Deploy to GitHub Pages
+        id: deployment
+        uses: actions/deploy-pages@v4

.github/workflows/issues.yml

@@ -0,0 +1,52 @@
+name: Issues
+
+on:
+  issues:
+    types:
+      - opened
+      - reopened
+      - closed
+
+jobs:
+  label_issues:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Remove all 'state:' labels
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          ISSUE_NUMBER=${{ github.event.issue.number }}
+          REPO=${{ github.repository }}
+          EXISTING_LABELS=$(gh issue view $ISSUE_NUMBER --repo $REPO --json labels --jq '.labels[].name')
+
+          for label in $EXISTING_LABELS; do
+            if [[ $label == state:* ]]; then
+              gh issue edit $ISSUE_NUMBER --remove-label "$label" --repo $REPO
+            fi
+          done
+
+      - name: Add 'state:Backlog' label on issue opened or reopened
+        if: ${{ github.event.action == 'opened' || github.event.action == 'reopened' }}
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          LABEL_NAME="state:Backlog"
+          REPO=${{ github.repository }}
+          ISSUE_NUMBER=${{ github.event.issue.number }}
+
+          if gh label list --repo $REPO | grep -q "$LABEL_NAME"; then
+            gh issue edit $ISSUE_NUMBER --add-label "$LABEL_NAME" --repo $REPO
+          fi
+
+      - name: Add 'state:Done' label on issue closed
+        if: ${{ github.event.action == 'closed' }}
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+        run: |
+          LABEL_NAME="state:Done"
+          REPO=${{ github.repository }}
+          ISSUE_NUMBER=${{ github.event.issue.number }}
+
+          if gh label list --repo $REPO | grep -q "$LABEL_NAME"; then
+            gh issue edit $ISSUE_NUMBER --add-label "$LABEL_NAME" --repo $REPO
+          fi

.github/workflows/release.yml

@@ -1,4 +1,5 @@
 name: Release
+
 on:
   push:
     tags:
@@ -33,6 +34,7 @@ jobs:
         uses: actions/checkout@v4
         with:
           submodules: recursive
+
       - name: Install dependencies
         run: |
           git submodule update --init --recursive
@@ -47,8 +49,8 @@ jobs:
               libvulkan-dev \
               glslang-tools \
               libomp-dev \
-              libopencv-dev \
               libboost-program-options-dev
+
       - name: Build Video2X
         run: |
           cmake -B build -S . -DUSE_SYSTEM_NCNN=OFF -DUSE_SYSTEM_SPDLOG=OFF -DSPDLOG_NO_EXCEPTIONS=ON \
@@ -58,6 +60,7 @@ jobs:
           mkdir -p build/video2x-linux-ubuntu-2404-amd64/DEBIAN
           cp packaging/debian/control build/video2x-linux-ubuntu-2404-amd64/DEBIAN/control
           dpkg-deb --build build/video2x-linux-ubuntu-2404-amd64
+
       - name: Upload artifacts
         uses: actions/upload-artifact@v4
         with:
@@ -74,18 +77,19 @@ jobs:
         uses: actions/checkout@v4
         with:
           submodules: recursive
+
       - name: Install Vulkan SDK
         uses: humbletim/setup-vulkan-sdk@v1.2.0
         with:
           vulkan-query-version: 1.3.204.0
           vulkan-components: Vulkan-Headers, Vulkan-Loader, Glslang, SPIRV-Tools, SPIRV-Headers
           vulkan-use-cache: true
+
       - name: Install dependencies
         shell: pwsh
         run: |
           $ffmpegVersion = "7.1"
           $ncnnVersion = "20240820"
-          $opencvVersion = "4.10.0"
 
           git submodule update --init --recursive
 
@@ -97,19 +101,18 @@ jobs:
           Expand-Archive -Path ncnn-shared.zip -DestinationPath third_party
           Rename-Item -Path "third_party/ncnn-$ncnnVersion-windows-vs2022-shared" -NewName ncnn-shared
 
-          curl -Lo opencv-shared.exe "https://github.com/opencv/opencv/releases/download/$opencvVersion/opencv-$opencvVersion-windows.exe"
-          7z x opencv-shared.exe -y
-          Move-Item -Path opencv -Destination third_party\opencv-shared
       - name: Build Video2X
         shell: pwsh
         run: |
           cmake -S . -B build `
-            -DUSE_SYSTEM_NCNN=OFF -DUSE_SYSTEM_SPDLOG=OFF -DUSE_SYSTEM_OPENCV=OFF -DUSE_SYSTEM_BOOST=OFF `
+            -DUSE_SYSTEM_NCNN=OFF -DUSE_SYSTEM_SPDLOG=OFF -DUSE_SYSTEM_BOOST=OFF `
             -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=build/video2x_install
           cmake --build build --config Release --parallel --target install
+
       - name: Compress artifacts
         run: |
           Compress-Archive -Path build/video2x_install/* -DestinationPath build/video2x-windows-amd64.zip
+
       - name: Upload artifacts
         uses: actions/upload-artifact@v4
         with:
@@ -124,6 +127,7 @@ jobs:
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
+
       - uses: mr-smithers-excellent/docker-build-push@v5
         name: Build & push the Docker image
         with:
@@ -147,6 +151,7 @@ jobs:
     steps:
       - name: Download artifacts
         uses: actions/download-artifact@v4
+
       - name: Create release
         id: create_release
         uses: softprops/action-gh-release@v2

.gitmodules

@@ -7,9 +7,9 @@
 [submodule "third_party/spdlog"]
 	path = third_party/spdlog
 	url = https://github.com/gabime/spdlog.git
-[submodule "third_party/opencv"]
-	path = third_party/opencv
-	url = https://github.com/opencv/opencv.git
 [submodule "third_party/boost"]
 	path = third_party/boost
 	url = https://github.com/boostorg/boost.git
+[submodule "third_party/librife_ncnn_vulkan"]
+	path = third_party/librife_ncnn_vulkan
+	url = https://github.com/k4yt3x/librife-ncnn-vulkan.git

CHANGELOG.md

@@ -5,4 +5,65 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## [Unreleased]
+## [6.2.0] - 2024-12-11
+
+### Added
+
+- Automatic selection of the most suitable pixel format for the output video.
+- Frame interpolation processing mode.
+- More `AVCodecContext` options.
+- Support for RIFE ncnn Vulkan.
+- Support for specifying arbitrary `AVOptions` for the encoder (#1232).
+- Visual C++ Redistributable version check to the installer. (Video2X Qt6)
+
+### Changed
+
+- Improve CLI argument validation.
+- Improve error handling and error messages.
+- Improve the CLI help message structure and clarity.
+- Improve the UI with a complete redesign. (Video2X Qt6)
+
+### Removed
+
+- The C API for easier maintenance and development.
+
+### Fixed
+
+- Timestamp errors processing frames with PTS equal to 0 (#1222).
+
+## [6.1.1] - 2024-11-07
+
+### Added
+
+- Time remaining, and processing speed to the status bar.
+
+### Fixed
+
+- Stream mapping for cases where the video stream is not the first stream in the input file (#1217).
+- The encoder using the wrong color space for the output video.
+
+## [6.1.0] - 2024-11-04
+
+### Added
+
+- A better timer that gets paused when the processing is paused.
+- Detection for the validity of the provided GPU ID.
+- Status bar and processing statistics. (Video2X Qt6)
+- The `--listgpus` option to list available Vulkan GPU devices.
+- Vulkan device selection for libplacebo.
+
+### Changed
+
+- Automatically detect if options `colorspace` and `range` are supported by the buffer filter.
+- Resource file missing error messages.
+- Rewritten the CLI with C++.
+
+### Fixed
+
+- Wide character string paths support on Windows systems without UTF-8 support enabled (#1201).
+
+## [6.0.0] - 2024-10-29
+
+### Added
+
+- The initial release of the 6.0.0 version of Video2X.

CMakeLists.txt

@@ -1,5 +1,9 @@
 cmake_minimum_required(VERSION 3.10)
-project(video2x VERSION 6.1.0 LANGUAGES CXX)
+project(video2x VERSION 6.2.0 LANGUAGES CXX)
+
+if(POLICY CMP0167)
+  cmake_policy(SET CMP0167 NEW)
+endif()
 
 # Set the C++ standard
 set(CMAKE_CXX_STANDARD 17)
@@ -13,9 +17,9 @@ endif()
 
 # Set the default optimization flags for Release builds
 if(CMAKE_BUILD_TYPE STREQUAL "Release")
-    if (CMAKE_CXX_COMPILER_ID STREQUAL "MSVC")
+    if(CMAKE_CXX_COMPILER_ID STREQUAL "MSVC")
         set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} /Ox /GL /LTCG /MD /DNDEBUG")
-    elseif (CMAKE_CXX_COMPILER_ID STREQUAL "GNU" OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
+    elseif(CMAKE_CXX_COMPILER_ID STREQUAL "GNU" OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
         set(CMAKE_CXX_FLAGS_RELEASE "${CMAKE_CXX_FLAGS_RELEASE} -O3 -march=native -flto")
         set(CMAKE_EXE_LINKER_FLAGS_RELEASE "${CMAKE_EXE_LINKER_FLAGS_RELEASE} -s")
         set(CMAKE_SHARED_LINKER_FLAGS_RELEASE "${CMAKE_SHARED_LINKER_FLAGS_RELEASE} -s")
@@ -23,16 +27,15 @@ if(CMAKE_BUILD_TYPE STREQUAL "Release")
 endif()
 
 # Set global compile options for all targets
-if (CMAKE_CXX_COMPILER_ID STREQUAL "MSVC")
+if(CMAKE_CXX_COMPILER_ID STREQUAL "MSVC")
     add_compile_options(/W4 /permissive-)
-elseif (CMAKE_CXX_COMPILER_ID STREQUAL "GNU" OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
+elseif(CMAKE_CXX_COMPILER_ID STREQUAL "GNU" OR CMAKE_CXX_COMPILER_ID MATCHES "Clang")
     add_compile_options(-Wall -Wextra -Wpedantic -Wconversion -Wshadow)
 endif()
 
 # Build options
 option(BUILD_SHARED_LIBS "Build libvideo2x as a shared library" ON)
 option(BUILD_VIDEO2X_CLI "Build the video2x executable" ON)
-option(USE_SYSTEM_OPENCV "Use system OpenCV library" ON)
 option(USE_SYSTEM_NCNN "Use system ncnn library" ON)
 option(USE_SYSTEM_SPDLOG "Use system spdlog library" ON)
 option(USE_SYSTEM_BOOST "Use system Boost library" ON)
@@ -53,7 +56,6 @@ if(WIN32)
     # Define base paths for FFmpeg and ncnn
     set(FFMPEG_BASE_PATH ${PROJECT_SOURCE_DIR}/third_party/ffmpeg-shared)
     set(NCNN_BASE_PATH ${PROJECT_SOURCE_DIR}/third_party/ncnn-shared/x64)
-    set(OPENCV_BASE_PATH ${PROJECT_SOURCE_DIR}/third_party/opencv-shared)
 
     # FFmpeg
     set(FFMPEG_LIB
@@ -72,7 +74,7 @@ if(WIN32)
     set(SPIRV_BUILD_PATH
         ${CMAKE_BINARY_DIR}/realesrgan-prefix/src/realesrgan-build/ncnn/glslang/SPIRV
     )
-    if (CMAKE_BUILD_TYPE STREQUAL "Release")
+    if(CMAKE_BUILD_TYPE STREQUAL "Release")
         set(SPIRV_LIB ${SPIRV_BUILD_PATH}/Release/SPIRV.lib)
     else()
         set(SPIRV_LIB ${SPIRV_BUILD_PATH}/Debug/SPIRVd.lib)
@@ -83,14 +85,10 @@ if(WIN32)
         ${SPIRV_LIB}
     )
     list(APPEND ALL_INCLUDE_DIRS ${NCNN_BASE_PATH}/include/ncnn)
-
-    # OpenCV
-    # list(APPEND ALL_LIBRARIES ${OPENCV_BASE_PATH}/build/x64/vc16/lib/opencv_world4100.lib)
-    list(APPEND ALL_INCLUDE_DIRS ${OPENCV_BASE_PATH}/build/include)
 else()
     # FFmpeg
     find_package(PkgConfig REQUIRED)
-    set(FFMPEG_REQUIRED_PKGS REQUIRED
+    set(FFMPEG_REQUIRED_PKGS
         libavcodec
         libavdevice
         libavfilter
@@ -107,54 +105,6 @@ else()
         list(APPEND FFMPEG_LIB ${${PKG}_LIBRARIES})
     endforeach()
     list(APPEND ALL_LIBRARIES ${FFMPEG_LIB})
-
-    # OpenCV
-    if (USE_SYSTEM_OPENCV)
-        find_package(OpenCV REQUIRED)
-        list(APPEND ALL_INCLUDE_DIRS ${OpenCV_INCLUDE_DIRS}/opencv2)
-        # list(APPEND ALL_LIBRARIES opencv_core opencv_videoio)
-    else()
-        option(BUILD_opencv_calib3d "" OFF)
-        option(BUILD_opencv_core "" ON)
-        option(BUILD_opencv_dnn "" OFF)
-        option(BUILD_opencv_features2d "" OFF)
-        option(BUILD_opencv_flann "" OFF)
-        option(BUILD_opencv_gapi "" OFF)
-        option(BUILD_opencv_highgui "" OFF)
-        option(BUILD_opencv_imgcodecs "" OFF)
-        option(BUILD_opencv_imgproc "" OFF)
-        option(BUILD_opencv_java "" OFF)
-        option(BUILD_opencv_js "" OFF)
-        option(BUILD_opencv_ml "" OFF)
-        option(BUILD_opencv_objc "" OFF)
-        option(BUILD_opencv_objdetect "" OFF)
-        option(BUILD_opencv_photo "" OFF)
-        option(BUILD_opencv_python "" OFF)
-        option(BUILD_opencv_python2 "" OFF)
-        option(BUILD_opencv_python3 "" OFF)
-        option(BUILD_opencv_stitching "" OFF)
-        option(BUILD_opencv_ts "" OFF)
-        option(BUILD_opencv_video "" OFF)
-        option(BUILD_opencv_videoio "" ON)
-        option(BUILD_opencv_world "" OFF)
-
-        option(WITH_PNG "" OFF)
-        option(WITH_JPEG "" OFF)
-        option(WITH_TIFF "" OFF)
-        option(WITH_WEBP "" OFF)
-        option(WITH_OPENJPEG "" OFF)
-        option(WITH_JASPER "" OFF)
-        option(WITH_OPENEXR "" OFF)
-        option(WITH_IMGCODEC "" OFF)
-
-        add_subdirectory(third_party/opencv)
-        list(APPEND ALL_INCLUDE_DIRS
-            ${PROJECT_SOURCE_DIR}/third_party/opencv/include
-            ${PROJECT_SOURCE_DIR}/third_party/opencv/modules/core/include
-            ${PROJECT_SOURCE_DIR}/third_party/opencv/modules/videoio/include
-        )
-        # list(APPEND ALL_LIBRARIES opencv_core opencv_videoio)
-    endif() # USE_SYSTEM_OPENCV
 endif() # WIN32
 
 # Find ncnn package
@@ -257,7 +207,7 @@ else()
 endif()
 
 # spdlog
-if (USE_SYSTEM_SPDLOG)
+if(USE_SYSTEM_SPDLOG)
     find_package(spdlog REQUIRED)
     list(APPEND ALL_INCLUDE_DIRS ${spdlog_INCLUDE_DIRS})
     set(SPDLOG_LIB spdlog::spdlog)
@@ -268,7 +218,7 @@ endif()
 list(APPEND ALL_LIBRARIES ${SPDLOG_LIB})
 
 # Boost
-if (USE_SYSTEM_BOOST)
+if(USE_SYSTEM_BOOST)
     find_package(Boost REQUIRED COMPONENTS program_options)
     list(APPEND ALL_INCLUDE_DIRS ${Boost_INCLUDE_DIRS})
 else()
@@ -282,7 +232,7 @@ else()
 endif()
 set(BOOST_LIB Boost::program_options)
 
-if (BUILD_VIDEO2X_CLI)
+if(BUILD_VIDEO2X_CLI)
     find_package(Vulkan REQUIRED)
     set(VULKAN_LIB Vulkan::Vulkan)
 endif()
@@ -303,21 +253,26 @@ ExternalProject_Add(
     INSTALL_COMMAND ${CMAKE_COMMAND} --build . --target install --config ${CMAKE_BUILD_TYPE}
 )
 
+# Add librealesrgan-ncnn-vulkan as an external project
+ExternalProject_Add(
+    rife
+    SOURCE_DIR ${PROJECT_SOURCE_DIR}/third_party/librife_ncnn_vulkan/src
+    CMAKE_ARGS
+        -DCMAKE_BUILD_TYPE=${CMAKE_BUILD_TYPE}
+        -DCMAKE_INSTALL_PREFIX=${CMAKE_BINARY_DIR}/rife_install
+        -DCMAKE_POSITION_INDEPENDENT_CODE=ON
+        -DUSE_SYSTEM_NCNN=${USE_SYSTEM_NCNN}
+    BUILD_ALWAYS ON
+    INSTALL_COMMAND ${CMAKE_COMMAND} --build . --target install --config ${CMAKE_BUILD_TYPE}
+)
+
 # Remove duplicate entries
 list(REMOVE_DUPLICATES ALL_INCLUDE_DIRS)
 list(REMOVE_DUPLICATES ALL_LIBRARIES)
 
 # Create the shared library 'libvideo2x'
-add_library(libvideo2x
-    src/conversions.cpp
-    src/decoder.cpp
-    src/encoder.cpp
-    src/fsutils.cpp
-    src/libplacebo_filter.cpp
-    src/libplacebo.cpp
-    src/libvideo2x.cpp
-    src/realesrgan_filter.cpp
-)
+file(GLOB LIBVIDEO2X_SOURCES src/*.cpp)
+add_library(libvideo2x ${LIBVIDEO2X_SOURCES})
 target_compile_definitions(libvideo2x PRIVATE LIBVIDEO2X_EXPORTS)
 if(WIN32)
     set_target_properties(libvideo2x PROPERTIES OUTPUT_NAME libvideo2x)
@@ -325,8 +280,8 @@ else()
     set_target_properties(libvideo2x PROPERTIES OUTPUT_NAME video2x)
 endif()
 
-# Ensure libvideo2x depends on realesrgan being built and installed
-add_dependencies(libvideo2x realesrgan)
+# Ensure that the shared library is built after the external projects
+add_dependencies(libvideo2x realesrgan rife)
 
 # Include directories for the shared library
 target_include_directories(libvideo2x PRIVATE
@@ -335,6 +290,7 @@ target_include_directories(libvideo2x PRIVATE
     ${PROJECT_SOURCE_DIR}/include
     ${PROJECT_SOURCE_DIR}/include/libvideo2x
     ${PROJECT_SOURCE_DIR}/third_party/librealesrgan_ncnn_vulkan/src
+    ${PROJECT_SOURCE_DIR}/third_party/librife_ncnn_vulkan/src
 )
 
 # Compile options for the shared library
@@ -344,20 +300,21 @@ target_compile_options(libvideo2x PRIVATE
     $<$<CONFIG:Debug>:-g -DDEBUG>
 )
 
-# Define the path to the built libresrgan-ncnn-vulkan library
+# Define the paths to the shared libraries
 if(WIN32)
     set(REALESRGAN_LIB ${CMAKE_BINARY_DIR}/realesrgan_install/lib/librealesrgan-ncnn-vulkan.lib)
-    list(APPEND ALL_LIBRARIES ${REALESRGAN_LIB})
+    set(RIFE_LIB ${CMAKE_BINARY_DIR}/rife_install/lib/librife-ncnn-vulkan.lib)
 else()
     set(REALESRGAN_LIB ${CMAKE_BINARY_DIR}/realesrgan_install/lib/librealesrgan-ncnn-vulkan.so)
-    list(APPEND ALL_LIBRARIES ${REALESRGAN_LIB})
+    set(RIFE_LIB ${CMAKE_BINARY_DIR}/rife_install/lib/librife-ncnn-vulkan.so)
 endif()
+list(APPEND ALL_LIBRARIES ${REALESRGAN_LIB} ${RIFE_LIB})
 
 # Link the shared library with the dependencies
 target_link_libraries(libvideo2x PRIVATE ${ALL_LIBRARIES})
 
 if(NOT WIN32)
-    if (USE_SYSTEM_NCNN)
+    if(USE_SYSTEM_NCNN)
         target_link_libraries(libvideo2x PUBLIC ncnn)
     else()
         target_link_libraries(libvideo2x PRIVATE ncnn)
@@ -365,8 +322,9 @@ if(NOT WIN32)
 endif()
 
 # Create the executable 'video2x'
-if (BUILD_VIDEO2X_CLI)
-    add_executable(video2x src/video2x.cpp src/timer.cpp)
+if(BUILD_VIDEO2X_CLI)
+    file(GLOB VIDEO2X_SOURCES tools/video2x/src/*.cpp)
+    add_executable(video2x ${VIDEO2X_SOURCES})
     set_target_properties(video2x PROPERTIES OUTPUT_NAME video2x)
 
     # Include directories for the executable
@@ -374,7 +332,7 @@ if (BUILD_VIDEO2X_CLI)
         ${ALL_INCLUDE_DIRS}
         ${CMAKE_CURRENT_BINARY_DIR}
         ${PROJECT_SOURCE_DIR}/include
-        ${PROJECT_SOURCE_DIR}/include/libvideo2x
+        ${PROJECT_SOURCE_DIR}/tools/video2x/include
     )
 
     # Compile options for the executable
@@ -403,10 +361,6 @@ else()
     set(MODEL_DESTINATION_DEFAULT "share/video2x")
 endif()
 
-# Explicitly set the output paths since OpenCV changes these variables
-set(EXECUTABLE_OUTPUT_PATH ${CMAKE_BINARY_DIR})
-set(LIBRARY_OUTPUT_PATH ${CMAKE_BINARY_DIR})
-
 # Set the installation directories
 set(INSTALL_BIN_DESTINATION ${BIN_DESTINATION_DEFAULT} CACHE STRING "")
 set(INSTALL_INCLUDE_DESTINATION ${INCLUDE_DESTINATION_DEFAULT} CACHE STRING "")
@@ -432,34 +386,26 @@ if(BUILD_VIDEO2X_CLI)
 endif()
 
 # Install the header files
+file(GLOB HEADER_FILES ${PROJECT_SOURCE_DIR}/include/libvideo2x/*.h)
 install(FILES
-    ${PROJECT_SOURCE_DIR}/include/libvideo2x/libvideo2x.h
-    ${PROJECT_SOURCE_DIR}/include/libvideo2x/char_defs.h
+    ${HEADER_FILES}
     ${CMAKE_CURRENT_BINARY_DIR}/libvideo2x/version.h
     DESTINATION ${INSTALL_INCLUDE_DESTINATION}
 )
 
 # Platform-specific installation rules
 if(WIN32)
-    # Install Windows-specific dependencies
     if(CMAKE_BUILD_TYPE STREQUAL "Release")
         set(BOOST_DLL_PATH ${BOOST_BASE_PATH}/boost_program_options-vc143-mt-x64-1_86.dll)
     else()
         set(BOOST_DLL_PATH ${BOOST_BASE_PATH}/boost_program_options-vc143-mt-gd-x64-1_86.dll)
     endif()
 
+    file(GLOB FFMPEG_DLLS "${FFMPEG_BASE_PATH}/bin/*.dll")
     install(FILES
         ${CMAKE_BINARY_DIR}/realesrgan_install/bin/librealesrgan-ncnn-vulkan.dll
-        ${FFMPEG_BASE_PATH}/bin/swscale-8.dll
-        ${FFMPEG_BASE_PATH}/bin/avcodec-61.dll
-        ${FFMPEG_BASE_PATH}/bin/avdevice-61.dll
-        ${FFMPEG_BASE_PATH}/bin/avfilter-10.dll
-        ${FFMPEG_BASE_PATH}/bin/avformat-61.dll
-        ${FFMPEG_BASE_PATH}/bin/avutil-59.dll
-        ${FFMPEG_BASE_PATH}/bin/postproc-58.dll
-        ${FFMPEG_BASE_PATH}/bin/swresample-5.dll
-        # ${OPENCV_BASE_PATH}/build/x64/vc16/bin/opencv_world4100.dll
-        # ${OPENCV_BASE_PATH}/build/x64/vc16/bin/opencv_videoio_msmf4100_64.dll
+        ${CMAKE_BINARY_DIR}/rife_install/bin/librife-ncnn-vulkan.dll
+        ${FFMPEG_DLLS}
         ${NCNN_BASE_PATH}/bin/ncnn.dll
         ${BOOST_DLL_PATH}
         DESTINATION ${INSTALL_BIN_DESTINATION}
@@ -468,8 +414,7 @@ if(WIN32)
                     WORLD_READ WORLD_EXECUTE
     )
 else()
-    # Install Unix-specific dependencies
-    install(FILES ${REALESRGAN_LIB}
+    install(FILES ${REALESRGAN_LIB} ${RIFE_LIB}
         DESTINATION ${INSTALL_LIB_DESTINATION}
         PERMISSIONS OWNER_READ OWNER_WRITE OWNER_EXECUTE
                     GROUP_READ GROUP_EXECUTE

CODE_OF_CONDUCT.md

@@ -0,0 +1,20 @@
+# Code of Conduct
+
+## Our Goal
+
+Our goal is to create a respectful and inclusive environment for everyone involved in our project.
+
+## Our Standards
+
+- **Respect Others**: Treat everyone with respect, regardless of their background or beliefs.
+- **Resolve Peacefully**: Address disagreements constructively and aim for peaceful resolutions.
+- **Report Problems**: If you witness or experience any issues, report them to [github@k4yt3x.com](mailto:github@k4yt3x.com).
+
+## Enforcement
+
+- **Confidentiality**: Reports will be handled confidentially.
+- **Action**: The project team will review and address reported issues promptly and appropriately.
+
+## Contact
+
+For any questions or concerns, please contact us at [github@k4yt3x.com](mailto:github@k4yt3x.com).

Makefile

@@ -1,7 +1,7 @@
 .PHONY: build static debug windows windows-debug debian ubuntu clean \
-	test-realesrgan test-libplacebo \
-	memcheck-realesrgan memcheck-libplacebo \
-	heaptrack-realesrgan heaptrack-libplacebo
+	test-realesrgan test-libplacebo test-rife \
+	memcheck-realesrgan memcheck-libplacebo memcheck-rife \
+	heaptrack-realesrgan heaptrack-libplacebo heaptrack-rife
 
 BINDIR=build
 CC=clang
@@ -41,7 +41,6 @@ debug:
 windows:
 	cmake -S . -B $(BINDIR) \
 		-DUSE_SYSTEM_NCNN=OFF \
-		-DUSE_SYSTEM_OPENCV=OFF \
 		-DUSE_SYSTEM_SPDLOG=OFF \
 		-DUSE_SYSTEM_BOOST=OFF \
 		-DCMAKE_BUILD_TYPE=Release \
@@ -51,7 +50,6 @@ windows:
 windows-debug:
 	cmake -S . -B $(BINDIR) \
 		-DUSE_SYSTEM_NCNN=OFF \
-		-DUSE_SYSTEM_OPENCV=OFF \
 		-DUSE_SYSTEM_SPDLOG=OFF \
 		-DUSE_SYSTEM_BOOST=OFF \
 		-DCMAKE_BUILD_TYPE=Debug \
@@ -72,7 +70,6 @@ debian:
 		glslang-tools \
 		libomp-dev \
 		libspdlog-dev \
-		libopencv-dev \
 		libboost-program-options-dev
 	cmake -B /tmp/build -S . -DUSE_SYSTEM_NCNN=OFF \
 		-DCMAKE_C_COMPILER=$(CC) -DCMAKE_CXX_COMPILER=$(CXX) \
@@ -81,10 +78,9 @@ debian:
 		-DINSTALL_LIB_DESTINATION=. -DINSTALL_MODEL_DESTINATION=.
 	cmake --build /tmp/build --config Release --target install --parallel
 
-ubuntu:
-	export DEBIAN_FRONTEND=noninteractive
+ubuntu2404:
 	apt-get update
-	apt-get install -y --no-install-recommends \
+	DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
 		build-essential cmake pkg-config \
 		libavcodec-dev \
 		libavdevice-dev \
@@ -95,26 +91,54 @@ ubuntu:
 		libvulkan-dev \
 		glslang-tools \
 		libomp-dev \
-		libopencv-dev \
 		libboost-program-options-dev
 	cmake -B build -S . -DUSE_SYSTEM_NCNN=OFF -DUSE_SYSTEM_SPDLOG=OFF -DSPDLOG_NO_EXCEPTIONS=ON \
 		-DCMAKE_C_COMPILER=gcc -DCMAKE_CXX_COMPILER=g++ \
-		-DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=build/video2x_package/usr
+		-DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=video2x-linux-ubuntu-amd64/usr
 	cmake --build build --config Release --target install --parallel
-	mkdir -p build/video2x_package/DEBIAN
-	cp packaging/debian/control build/video2x_package/DEBIAN/control
-	dpkg-deb --build build/video2x_package
+	mkdir -p video2x-linux-ubuntu-amd64/DEBIAN
+	cp packaging/debian/control.ubuntu2404 video2x-linux-ubuntu-amd64/DEBIAN/control
+	dpkg-deb --build video2x-linux-ubuntu-amd64
+
+ubuntu2204:
+	apt-get update
+	DEBIAN_FRONTEND=noninteractive apt-get install -y software-properties-common
+	add-apt-repository -y ppa:ubuntuhandbook1/ffmpeg7
+	apt-get update
+	DEBIAN_FRONTEND=noninteractive apt-get install -y --no-install-recommends \
+		build-essential cmake \
+		libavcodec-dev \
+		libavdevice-dev \
+		libavfilter-dev \
+		libavformat-dev \
+		libavutil-dev \
+		libswscale-dev \
+		libvulkan-dev \
+		glslang-tools \
+		libomp-dev \
+		libboost-program-options-dev
+	cmake -B build -S . -DUSE_SYSTEM_NCNN=OFF -DUSE_SYSTEM_SPDLOG=OFF -DSPDLOG_NO_EXCEPTIONS=ON \
+		-DCMAKE_C_COMPILER=gcc -DCMAKE_CXX_COMPILER=g++ \
+		-DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=video2x-linux-ubuntu-amd64/usr
+	cmake --build build --config Release --target install --parallel
+	mkdir -p video2x-linux-ubuntu-amd64/DEBIAN
+	cp packaging/debian/control.ubuntu2204 video2x-linux-ubuntu-amd64/DEBIAN/control
+	dpkg-deb --build video2x-linux-ubuntu-amd64
 
 clean:
 	rm -vrf $(BINDIR) data/output*.* heaptrack*.zst valgrind.log
 
 test-realesrgan:
 	LD_LIBRARY_PATH=$(BINDIR) $(BINDIR)/video2x -i $(TEST_VIDEO) -o $(TEST_OUTPUT) \
-		-f realesrgan -r 4 -m realesr-animevideov3
+		-p realesrgan -s 4 --realesrgan-model realesr-animevideov3
 
 test-libplacebo:
 	LD_LIBRARY_PATH=$(BINDIR) $(BINDIR)/video2x -i $(TEST_VIDEO) -o $(TEST_OUTPUT) \
-		-f libplacebo -w 1920 -h 1080 -s anime4k-v4-a
+		-p libplacebo -w 1920 -h 1080 --libplacebo-shader anime4k-v4-a
+
+test-rife:
+	LD_LIBRARY_PATH=$(BINDIR) $(BINDIR)/video2x -i $(TEST_VIDEO) -o $(TEST_OUTPUT) \
+		-p rife -m 4 --rife-model rife-v4.6
 
 memcheck-realesrgan:
 	LD_LIBRARY_PATH=$(BINDIR) valgrind \
@@ -126,8 +150,8 @@ memcheck-realesrgan:
 		--verbose --log-file="valgrind.log" \
 		$(BINDIR)/video2x \
 		-i $(TEST_VIDEO) -o $(TEST_OUTPUT) \
-		-f realesrgan -r 2 -m realesr-animevideov3 \
-		-p veryfast -b 1000000 -q 30
+		-p realesrgan -s 2 --realesrgan-model realesr-animevideov3 \
+		-e preset=veryfast -e crf=30
 
 memcheck-libplacebo:
 	LD_LIBRARY_PATH=$(BINDIR) valgrind \
@@ -139,19 +163,39 @@ memcheck-libplacebo:
 		--verbose --log-file="valgrind.log" \
 		$(BINDIR)/video2x \
 		-i $(TEST_VIDEO) -o $(TEST_OUTPUT) \
-		-f libplacebo -w 1920 -h 1080 -s anime4k-v4-a \
-		-p veryfast -b 1000000 -q 30
+		-p libplacebo -w 1920 -h 1080 --libplacebo-shader anime4k-v4-a \
+		-e preset=veryfast -e crf=30
+
+memcheck-rife:
+	LD_LIBRARY_PATH=$(BINDIR) valgrind \
+		--tool=memcheck \
+		--leak-check=full \
+		--show-leak-kinds=all \
+		--track-origins=yes \
+		--show-reachable=yes \
+		--verbose --log-file="valgrind.log" \
+		$(BINDIR)/video2x \
+		-i $(TEST_VIDEO) -o $(TEST_OUTPUT) \
+		-p rife -m 4 --rife-model rife-v4.6 \
+		-e preset=veryfast -e crf=30
 
 heaptrack-realesrgan:
 	LD_LIBRARY_PATH=$(BINDIR) HEAPTRACK_ENABLE_DEBUGINFOD=1 heaptrack \
 		$(BINDIR)/video2x \
 		-i $(TEST_VIDEO) -o $(TEST_OUTPUT) \
-		-f realesrgan -r 4 -m realesr-animevideov3 \
-		-p veryfast -b 1000000 -q 30
+		-p realesrgan -s 4 --realesrgan-model realesr-animevideov3 \
+		-e preset=veryfast -e crf=30
 
 heaptrack-libplacebo:
 	LD_LIBRARY_PATH=$(BINDIR) HEAPTRACK_ENABLE_DEBUGINFOD=1 heaptrack \
 		$(BINDIR)/video2x \
 		-i $(TEST_VIDEO) -o $(TEST_OUTPUT) \
-		-f libplacebo -w 1920 -h 1080 -s anime4k-v4-a \
-		-p veryfast -b 1000000 -q 30
+		-p libplacebo -w 1920 -h 1080 --libplacebo-shader anime4k-v4-a \
+		-e preset=veryfast -e crf=30
+
+heaptrack-rife:
+	LD_LIBRARY_PATH=$(BINDIR) HEAPTRACK_ENABLE_DEBUGINFOD=1 heaptrack \
+		$(BINDIR)/video2x \
+		-i $(TEST_VIDEO) -o $(TEST_OUTPUT) \
+		-p rife -m 4 --rife-model rife-v4.6 \
+		-e preset=veryfast -e crf=30

README.md

@@ -1,75 +1,78 @@
 <p align="center">
-   <img src="https://github.com/user-attachments/assets/5cd63373-e806-474f-94ec-6e04963bf90f"/>
+   <img src="https://github.com/user-attachments/assets/5cd63373-e806-474f-94ec-6e04963bf90f"
+        alt="Video2X: A machine learning-based video super resolution and frame interpolation framework."/>
    </br>
    <img src="https://img.shields.io/github/v/release/k4yt3x/video2x?style=flat-square"/>
-   <img src="https://img.shields.io/github/actions/workflow/status/k4yt3x/video2x/build.yml?label=Build&style=flat-square"/>
    <img src="https://img.shields.io/github/downloads/k4yt3x/video2x/total?style=flat-square"/>
    <img src="https://img.shields.io/github/license/k4yt3x/video2x?style=flat-square"/>
+   <img src="https://img.shields.io/github/sponsors/k4yt3x?style=flat-square&link=https%3A%2F%2Fgithub.com%2Fsponsors%2Fk4yt3x"/>
    <img src="https://img.shields.io/badge/dynamic/json?color=%23e85b46&label=Patreon&query=data.attributes.patron_count&suffix=%20patrons&url=https%3A%2F%2Fwww.patreon.com%2Fapi%2Fcampaigns%2F4507807&style=flat-square"/>
 </p>
 
-> [!IMPORTANT]
-> Versions 4 and 5 have reached end-of-life (EOL) status. Due to limited development resources, issues related to any version earlier than 6 will no longer be addressed.
-
 ## 🌟 Version 6.0.0
 
-**[Download Windows Installer](https://github.com/k4yt3x/video2x/releases/download/6.0.0/video2x-qt6-windows-amd64-installer.exe)**
+Video2X 6.0.0 highlights:
 
-**TL;DR: Version 6.0.0 is a complete rewrite of the Video2X project in C/C++, featuring a faster, more efficient architecture, cross-platform support, vastly improved output quality, and a new GUI and installer for easy setup on Windows.**
+- Complete rewrite of the Video2X project in C/C++.
+- Faster and more efficient architecture.
+- Cross-platform support for Windows and Linux.
+- Vastly improved output quality.
+- New GUI and installer for easy setup on Windows.
 
-![6.0.0-screenshot](https://github.com/user-attachments/assets/7c6f4cd9-2cca-4deb-a886-f9f225962866)
+<details>
+<summary>Click to see more details</summary>
 
 Version 6.0.0 is a complete rewrite of this project in C/C++. It:
 
 - genuinely works this time, with much less hassle compared to the 5.0.0 beta;
 - is blazing fast, thanks to the new optimized pipeline and the efficiency of C/C++;
 - is cross-platform, available now for both Windows and Linux;
-- offers significantly better output quality with Anime4K v4 and RealESRGAN;
+- offers significantly better output quality with Anime4K v4, RealESRGAN, and RIFE;
+- supports two modes: filtering (upscaling) and frame interpolation;
 - supports Anime4K v4 and all custom MPV-compatible GLSL shaders;
-- includes support for RealESRGAN (all three models) via ncnn and Vulkan;
+- supports RealESRGAN (all three models) via ncnn and Vulkan;
+- supports RIFE via ncnn and Vulkan;
 - requires zero additional disk space during processing, just space for the final output; and
-- exports a standard C function for easy integration into other projects! (documentations are on the way)
+- exports a standard C function for easy integration into other projects! (documentation is on the way)
 
-Support for RealCUGAN and frame interpolation with RIFE are coming soon.
+Support for RealCUGAN is coming soon.
 
-## [🪟 Download for Windows](https://github.com/k4yt3x/video2x/releases/latest)
+</details>
 
-You can download the latest Windows release from the [releases page](https://github.com/k4yt3x/video2x/releases/latest). For basic GUI usage, refer to the [GUI wiki page](https://github.com/k4yt3x/video2x/wiki/GUI). If you're unable to download directly from GitHub, try the [mirror](https://files.k4yt3x.com/Projects/Video2X/latest). The GUI currently supports the following languages:
+![6.1.0-screenshot](https://github.com/user-attachments/assets/57aa11d0-dd01-49e9-b6b0-2d2f21a363ac)
+
+## [🪟 Install on Windows](https://docs.video2x.org/installing/windows-qt6.html)
+
+**[Download the Latest Windows Installer Executable (6.1.1)](https://github.com/k4yt3x/video2x/releases/download/6.1.1/video2x-qt6-windows-amd64-installer.exe)**
+
+You can download the latest Windows release on the [releases page](https://github.com/k4yt3x/video2x/releases/latest). For basic GUI usage, refer to the [documentation](https://docs.video2x.org/running/desktop.html). If you're unable to download directly from GitHub, try the [mirror site](https://files.k4yt3x.com/Projects/Video2X). The GUI currently supports the following languages:
 
 - English (United States)
 - 简体中文（中国）
 - 日本語（日本）
 - Português (Portugal)
 
-## [🐧 Install on Linux](https://aur.archlinux.org/packages/video2x-git)
+## [🐧 Install on Linux](https://docs.video2x.org/installing/linux.html)
 
-You can install Video2X on Arch Linux using the [video2x-git](https://aur.archlinux.org/packages/video2x-git) package or download pre-compiled binaries from the [releases page](https://github.com/k4yt3x/video2x/releases/latest). If you'd like to build from source, refer to the [PKGBUILD](packaging/arch/PKGBUILD) file for a general overview of the required packages and commands. If you'd prefer not to compile the program from source, consider using the container image below.
+You can install Video2X on Arch Linux using the [video2x-git](https://aur.archlinux.org/packages/video2x-git) AUR package or on Ubuntu/Debian using the `.deb` package from the [releases page](https://github.com/k4yt3x/video2x/releases/latest). If you'd like to build from source, refer to the [PKGBUILD](packaging/arch/PKGBUILD) file for a general overview of the required packages and commands. If you'd prefer not to compile the program from source, consider using the container image below.
 
-## [📦 Container Image](https://github.com/k4yt3x/video2x/pkgs/container/video2x)
+## [📦 Container Image](https://docs.video2x.org/running/container.html)
 
-Video2X container images are available on the GitHub Container Registry for easy deployment on Linux and macOS. If you already have Docker/Podman installed, only one command is needed to start upscaling a video. For more information on how to use Video2X's Docker image, please refer to the [documentations](https://github.com/K4YT3X/video2x/wiki/Container).
+Video2X [container images](https://github.com/k4yt3x/video2x/pkgs/container/video2x) are available on the GitHub Container Registry for easy deployment on Linux and macOS. If you already have Docker/Podman installed, only one command is needed to start upscaling a video. For more information on how to use Video2X's Docker image, please refer to the [documentation](https://docs.video2x.org/running/container.html).
 
-## [📔 Google Colab](https://colab.research.google.com/drive/1gWEwcA9y57EsxwOjmLNmNMXPsafw0kGo) (Outdated: 5.0.0-beta7)
+## [📔 Google Colab](https://colab.research.google.com/drive/1gWEwcA9y57EsxwOjmLNmNMXPsafw0kGo)
 
 You can use Video2X on [Google Colab](https://colab.research.google.com/) **for free** if you don't have a powerful GPU of your own. You can borrow a powerful GPU (NVIDIA T4, L4, or A100) on Google's server for free for a maximum of 12 hours per session. **Please use the free resource fairly** and do not create sessions back-to-back and run upscaling 24/7. This might result in you getting banned. You can get [Colab Pro/Pro+](https://colab.research.google.com/signup/pricing) if you'd like to use better GPUs and get longer runtimes. Usage instructions are embedded in the [Colab Notebook](https://colab.research.google.com/drive/1gWEwcA9y57EsxwOjmLNmNMXPsafw0kGo).
 
 ## [💬 Telegram Discussion Group](https://t.me/video2x)
 
-Join our Telegram discussion group to ask any questions you have about Video2X, chat directly with the developers, or discuss about super resolution technologies and the future of Video2X in general.
+Join our Telegram discussion group to ask any questions you have about Video2X, chat directly with the developers, or discuss super resolution, frame interpolation technologies, or the future of Video2X in general.
 
-## [📖 Documentations](https://github.com/k4yt3x/video2x/wiki)
+## [📖 Documentation](https://docs.video2x.org/)
 
-Video2X's documentations are hosted on this repository's [Wiki page](https://github.com/k4yt3x/video2x/wiki). It includes comprehensive explanations for how to use the [GUI](https://github.com/k4yt3x/video2x/wiki/GUI), the [CLI](https://github.com/k4yt3x/video2x/wiki/CLI), the [container image](https://github.com/K4YT3X/video2x/wiki/Container), the [library](https://github.com/k4yt3x/video2x/wiki/Library), and more. The Wiki is open to edits by the community, so you, yes you, can also correct errors or add new contents to the documentations.
+Comprehensive documentation for Video2X is available at [https://docs.video2x.org/](https://docs.video2x.org/). It offers detailed instructions on how to [build](https://docs.video2x.org/building/index.html), [install](https://docs.video2x.org/installing/index.html), [use](https://docs.video2x.org/running/index.html), and [develop](https://docs.video2x.org/developing/index.html) with this program.
 
-## Introduction
-
-Video2X is a machine-learning-powered framework for video upscaling and frame interpolation, built around three main components:
-
-- [libvideo2x](https://github.com/k4yt3x/video2x/blob/master/src/libvideo2x.cpp): The core C++ library providing upscaling and frame interpolation capabilities.
-- [Video2X CLI](https://github.com/k4yt3x/video2x/blob/master/src/video2x.c): A command-line interface that utilizes `libvideo2x` for video processing.
-- [Video2X Qt6](https://github.com/k4yt3x/video2x-qt6): A Qt6-based graphical interface that utilizes `libvideo2x` for video processing.
-
-### Video Demos
+## 📽️ Video Demos (Outdated)
 
 ![Spirited Away Demo](https://user-images.githubusercontent.com/21986859/49412428-65083280-f73a-11e8-8237-bb34158a545e.png)\
 _Upscale demo: Spirited Away's movie trailer_
@@ -95,7 +98,7 @@ The following clip can be used to test if your setup works properly. This is als
 The original clip came from the anime "さくら荘のペットな彼女."\
 Copyright of this clip belongs to 株式会社アニプレックス.
 
-## License
+## ⚖️ License
 
 This project is licensed under [GNU AGPL version 3](https://www.gnu.org/licenses/agpl-3.0.txt).\
 Copyright (C) 2018-2024 K4YT3X and [contributors](https://github.com/k4yt3x/video2x/graphs/contributors).
@@ -113,7 +116,7 @@ This project includes or depends on these following projects:
 
 More licensing information can be found in the [NOTICE](NOTICE) file.
 
-## Special Thanks
+## 🌺 Special Thanks
 
 Special thanks to the following individuals for their significant contributions to the project, listed in alphabetical order.
 

SECURITY.md

@@ -0,0 +1,14 @@
+# Security Policy
+
+## Reporting a Vulnerability
+
+- **Email**: Send vulnerability reports via email to [github@k4yt3x.com](mailto:github@k4yt3x.com).
+- **Details**: Include description, impact, reproduction steps, and proof-of-concept if applicable.
+- **Confidentiality**: Do not disclose vulnerabilities publicly until a fix is released.
+
+## Response Process
+
+1. **Acknowledge**: We will acknowledge receipt within 48 hours.
+2. **Assess**: Initial assessment and response within 7 days.
+3. **Fix**: Develop and release a patch promptly.
+4. **Credit**: Acknowledge contributors unless anonymity is requested.

docs/book/.gitignore

@@ -0,0 +1 @@
+book

docs/book/book.toml

@@ -0,0 +1,11 @@
+[book]
+authors = ["k4yt3x"]
+language = "en"
+multilingual = false
+title = "Video2X Documentation"
+
+[output.html]
+default-theme = "ayu"
+preferred-dark-theme = "ayu"
+git-repository-url = "https://github.com/k4yt3x/video2x"
+edit-url-template = "https://github.com/k4yt3x/video2x/edit/master/docs/book/{path}"

docs/book/src/README.md

@@ -0,0 +1,13 @@
+# Introduction
+
+<p align="center">
+   <img src="https://github.com/user-attachments/assets/5cd63373-e806-474f-94ec-6e04963bf90f"/>
+</p>
+
+This site hosts the documentation for the Video2X project, a machine learning-based lossless video super-resolution and frame interpolation framework.
+
+The project's homepage is located on GitHub at: [https://github.com/k4yt3x/video2x](https://github.com/k4yt3x/video2x).
+
+If you have any questions, suggestions, or found any issues in the documentation, please [open an issue](https://github.com/k4yt3x/video2x/issues/new/choose) on GitHub.
+
+> 🚧 Some pages are still under construction.

docs/book/src/SUMMARY.md

@@ -0,0 +1,35 @@
+# Summary
+
+[Introduction](README.md)
+
+# Building
+
+- [Building](building/README.md)
+  - [Windows](building/windows.md)
+  - [Windows (Qt6)](building/windows-qt6.md)
+  - [Linux](building/linux.md)
+
+# Installing
+
+- [Installing](installing/README.md)
+  - [Windows (Command Line)](installing/windows.md)
+  - [Windows (Qt6 GUI)](installing/windows-qt6.md)
+  - [Linux](installing/linux.md)
+
+# Running
+
+- [Running](running/README.md)
+  - [Desktop](running/desktop.md)]
+  - [Command Line](running/command-line.md)
+  - [Container](running/container.md)
+
+# Developing
+
+- [Developing](developing/README.md)
+  - [Architecture](developing/architecture.md)
+  - [libvideo2x](developing/libvideo2x.md)
+
+# Other
+
+- [Other](other/README.md)
+  - [History](other/history.md)

docs/book/src/building/README.md

@@ -0,0 +1,3 @@
+# Building
+
+Instructions for building the project.

docs/book/src/building/linux.md

@@ -0,0 +1,50 @@
+# Linux
+
+Instructions for building this project on Linux.
+
+## Arch Linux
+
+Arch users can build the latest version of the project from the AUR package `video2x-git`. The project's repository also contains another PKGBUILD example at `packaging/arch/PKGBUILD`.
+
+```bash
+# Build only
+git clone https://aur.archlinux.org/video2x-git.git
+cd video2x-git
+makepkg -s
+```
+
+To build manually from the source, follow the instructions below.
+
+```bash
+# Install build and runtime dependencies
+# See the PKGBUILD file for the list of up-to-date dependencies
+pacman -Sy ffmpeg ncnn vulkan-driver opencv spdlog boost-libs
+pacman -Sy git cmake make clang pkgconf vulkan-headers openmp boost
+
+# Clone the repository
+git clone --recurse-submodules https://github.com/k4yt3x/video2x.git
+cd video2x
+
+# Build the project
+make build
+```
+
+The built binaries will be located in the `build` directory.
+
+## Ubuntu
+
+Ubuntu users can use the `Makefile` to build the project automatically. The `ubuntu2404` and `ubuntu2204` targets are available for Ubuntu 24.04 and 22.04, respectively. `make` will automatically install the required dependencies, build the project, and package it into a `.deb` package file. It is recommended to perform the build in a container to ensure the environment's consistency and to avoid leaving extra build packages on your system.
+
+```bash
+# make needs to be installed manually
+sudo apt-get update && sudo apt-get install make
+
+# Clone the repository
+git clone --recurse-submodules https://github.com/k4yt3x/video2x.git
+cd video2x
+
+# Build the project
+make ubuntu2404
+```
+
+The built `.deb` package will be located under the current directory.

docs/book/src/building/windows-qt6.md

@@ -0,0 +1,55 @@
+# Windows (Qt6)
+
+Instructions for building the Qt6 GUI of this project on Windows.
+
+## 1. Prerequisites
+
+These dependencies must be installed before building the project. This tutorial assumes that Qt6 has been installed to the default location (`C:\Qt`).
+
+- [Visual Studio 2022](https://visualstudio.microsoft.com/vs/)
+  - Workload: Desktop development with C++
+- [winget-cli](https://github.com/microsoft/winget-cli)
+- [Qt6](https://www.qt.io/download)
+  - Component: Qt6 with MSVC 2022 64-bit
+  - Component: Qt Creator
+
+## 1. Clone the Repository
+
+```bash
+# Install Git if not already installed
+winget install -e --id=Git.Git
+
+# Clone the repository
+git clone --recurse-submodules https://github.com/k4yt3x/video2x-qt6.git
+cd video2x-qt6
+```
+
+## 2. Install Dependencies
+
+You need to have the `libvideo2x` shared library built before building the Qt6 GUI. Put the built binaries in `third_party/libvideo2x-shared`.
+
+```bash
+# Versions of manually installed dependencies
+$ffmpegVersion = "7.1"
+
+# Download and extract FFmpeg
+curl -Lo ffmpeg-shared.zip "https://github.com/GyanD/codexffmpeg/releases/download/$ffmpegVersion/ffmpeg-$ffmpegVersion-full_build-shared.zip"
+Expand-Archive -Path ffmpeg-shared.zip -DestinationPath third_party
+Rename-Item -Path "third_party/ffmpeg-$ffmpegVersion-full_build-shared" -NewName ffmpeg-shared
+```
+
+## 3. Build the Project
+
+1. Open the `CMakeLists.txt` file in Qt Creator as the project file.
+2. Click on the hammer icon at the bottom left of the window to build the project.
+3. Built binaries will be located in the `build` directory.
+
+After the build finishes, you will need to copy the Qt6 DLLs and other dependencies to the build directory to run the application. Before you run the following commands, remove everything in the release directory except for `video2x-qt6.exe` and the `.qm` files as they are not required for running the application. Then, run the following command to copy the Qt6 runtime DLLs:
+
+```bash
+C:\Qt\6.8.0\msvc2022_64\bin\windeployqt.exe --release --compiler-runtime .\build\Desktop_Qt_6_8_0_MSVC2022_64bit-Release\video2x-qt6.exe
+```
+
+You will also need to copy the `libvideo2x` shared library to the build directory. Copy all files under `third_party/libvideo2x-shared` to the release directory except for `include`, `libvideo2x.lib`, and `video2x.exe`.
+
+Now you should be able to run the application by double-clicking on `video2x-qt6.exe`.

docs/book/src/building/windows.md

@@ -0,0 +1,56 @@
+# Windows
+
+Instructions for building this project on Windows.
+
+## 1. Prerequisites
+
+The following tools must be installed manually:
+
+- [Visual Studio 2022](https://visualstudio.microsoft.com/vs/)
+  - Workload: Desktop development with C++
+- [winget-cli](https://github.com/microsoft/winget-cli)
+
+## 2. Clone the Repository
+
+```bash
+# Install Git if not already installed
+winget install -e --id=Git.Git
+
+# Clone the repository
+git clone --recurse-submodules https://github.com/k4yt3x/video2x.git
+cd video2x
+```
+
+## 3. Install Dependencies
+
+```bash
+# Install CMake
+winget install -e --id=Kitware.CMake
+
+# Install Vulkan SDK
+winget install -e --id=KhronosGroup.VulkanSDK
+
+# Versions of manually installed dependencies
+$ffmpegVersion = "7.1"
+$ncnnVersion = "20240820"
+
+# Download and extract FFmpeg
+curl -Lo ffmpeg-shared.zip "https://github.com/GyanD/codexffmpeg/releases/download/$ffmpegVersion/ffmpeg-$ffmpegVersion-full_build-shared.zip"
+Expand-Archive -Path ffmpeg-shared.zip -DestinationPath third_party
+Rename-Item -Path "third_party/ffmpeg-$ffmpegVersion-full_build-shared" -NewName ffmpeg-shared
+
+# Download and extract ncnn
+curl -Lo ncnn-shared.zip "https://github.com/Tencent/ncnn/releases/download/$ncnnVersion/ncnn-$ncnnVersion-windows-vs2022-shared.zip"
+Expand-Archive -Path ncnn-shared.zip -DestinationPath third_party
+Rename-Item -Path "third_party/ncnn-$ncnnVersion-windows-vs2022-shared" -NewName ncnn-shared
+```
+
+## 4. Build the Project
+
+```bash
+cmake -S . -B build -DUSE_SYSTEM_NCNN=OFF -DUSE_SYSTEM_SPDLOG=OFF -DUSE_SYSTEM_BOOST=OFF `
+  -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=build/libvideo2x-shared
+cmake --build build --config Release --parallel --target install
+```
+
+The built binaries will be located in `build/libvideo2x-shared`.

docs/book/src/developing/README.md

@@ -0,0 +1,3 @@
+# Developing
+
+Development-related instructions and guidelines for this project.

docs/book/src/developing/architecture.md

@@ -0,0 +1,38 @@
+# Architecture
+
+The basic working principals of Video2X and its historical architectures.
+
+## Video2X <=4.0.0 (Legacy)
+
+Below is the earliest architecture of Video2X. It extracts all of the frames from the video using FFmpeg, processes all frames, and stores them into a folder before running FFmpeg again to convert all of the frames back into a video. The drawbacks of this approach are apparent:
+
+- Storing all frames of the video on disk twice requires a huge amount of storage, often hundreds of gigabytes.
+- A lot of disk I/O (reading from/writing to disks) operations occur, which is inefficient. Each step stores its processing results to disk, and the next step has to read them from disk again.
+
+![Video2Xv4](https://github.com/user-attachments/assets/976a93ff-efad-418f-a3e2-272e84db2d74)\
+_Video2X architecture before version 5.0.0_
+
+## Video2X 5.0.0 (Legacy)
+
+Video2X 5.0.0's architecture was designed to address the inefficient disk I/O issues. This version uses frame serving and streamlines the process. All stages are started simultaneously, and frames are passed between stages through stdin/stdout pipes. However, this architecture also has several issues:
+
+- At least two instances of FFmpeg will be started, three in the case of Anime4K.
+- Passing frames through stdin/stdout is unstable. If frame sizes are incorrect, FFmpeg will hang waiting for the next frame.
+- The frames entering and leaving each stage must be RGB24, even if they don't need to be. For instance, if the upscaler used is Anime4K, yuv420p is acceptable, but the frame is first converted by the decoder to RGB24, then converted back into YUV colorspace for libplacebo.
+
+![Video2Xv5](https://github.com/user-attachments/assets/d1f38034-a5d3-4c7e-92bf-a5b30fa9ac72)\
+_Video2X 5.x.x architecture_
+
+## Video2X 6.0.0 (Current)
+
+Video2X 6.0.0 (Current)
+
+The newest version of Video2X's architecture addresses the issues of the previous architecture while improving efficiency.
+
+- Frames are only decoded once and encoded once with FFmpeg's libavformat.
+- Frames are passed as `AVFrame` structs. Their pixel formats are only converted when needed.
+- Frames always stay in RAM, avoiding bottlenecks from disk I/O and pipes.
+- Frames always stay in the hardware (GPU) unless they need to be downloaded to be processed by software (partially implemented).
+
+![Video2Xv6 drawio](https://github.com/user-attachments/assets/c5d5fc3b-8688-4d50-b7c0-3b5d825a8c69)\
+_Video2X 6.0.0 architecture_

docs/book/src/developing/libvideo2x.md

@@ -0,0 +1,5 @@
+# libvideo2x
+
+Instructions for using libvideo2x's C API in your own projects.
+
+libvideo2x's API is still highly volatile. This document will be updated as the API stabilizes.

docs/book/src/installing/README.md

@@ -0,0 +1,3 @@
+# Installing
+
+Instructions for installing this project.

docs/book/src/installing/linux.md

@@ -0,0 +1,19 @@
+# Linux
+
+Instructions for installing this project on Linux systems.
+
+## Arch Linux
+
+Arch users can install the project from the AUR.
+
+```bash
+yay -S video2x-git
+```
+
+## Ubuntu
+
+Ubuntu users can download the `.deb` packages from the [releases page](https://github.com/k4yt3x/video2x/releases/latest). Install the package with the APT package manager:
+
+```bash
+apt-get install ./video2x-linux-ubuntu2404-amd64.deb
+```

docs/book/src/installing/windows-qt6.md

@@ -0,0 +1,7 @@
+# Windows (Qt6)
+
+You can download the installer for Video2X Qt6 from the [releases page](https://github.com/k4yt3x/video2x/releases/latest). The installer file's name is `video2x-qt6-windows-amd64-installer.exe`.
+
+Download then double-click the installer to start the installation process. The installer will guide you through the installation process. You can choose the installation directory and whether to create a desktop shortcut during the installation.
+
+After the installation is complete, you can start Video2X Qt6 by double-clicking the desktop shortcut.

docs/book/src/installing/windows.md

@@ -0,0 +1,12 @@
+# Windows
+
+You can download the latest version of the Windows build from the [releases page](https://github.com/k4yt3x/video2x/releases/latest). Here are the steps to download and install the pre-built binaries to `%LOCALAPPDATA%\Programs`.
+
+```bash
+$latestTag = (Invoke-RestMethod -Uri https://api.github.com/repos/k4yt3x/video2x/releases/latest).tag_name
+curl -LO "https://github.com/k4yt3x/video2x/releases/download/$latestTag/video2x-windows-amd64.zip"
+New-Item -Path "$env:LOCALAPPDATA\Programs\video2x" -ItemType Directory -Force
+Expand-Archive -Path .\video2x-windows-amd64.zip -DestinationPath "$env:LOCALAPPDATA\Programs\video2x"
+```
+
+You can then add `%LOCALAPPDATA%\Programs\video2x` to your `PATH` environment variable to run `video2x` from the command line.

docs/book/src/other/README.md

@@ -0,0 +1 @@
+# Other

docs/book/src/other/history.md

@@ -0,0 +1,47 @@
+# History
+
+Video2X came a long way from its original concepts to what it has become today. It started as a simple concept of "waifu2x can upscale images, and a video is just a sequence of images". Then, a PoC was made which can barely upscale a single video with waifu2x-caffe and with fixed settings. Now, Video2X has become a comprehensive and customizable video upscaling tool with a nice GUI and a community around it. This article documents in detail how Video2X's concept was born, and what happened during its development.
+
+## Origin
+
+The story started with me watching Bad Apple!!'s PV in early 2017. The original PV has a size of `512x384`, which is quite small and thus, quite blurry.
+
+![vlcsnap-2020-05-15-20h41m36s060](https://user-images.githubusercontent.com/21986859/82106016-08ba8800-970e-11ea-85b5-d1b57d34e283.png)\
+_A screenshot of the original Bad Apple!! PV_
+
+Around the same time, I was introduced to this amazing project named waifu2x, which upscales (mostly anime) images using machine learning. This created a spark in my head: **if images can be upscaled, aren't videos just a sequence of images?** Then, I started making a proof-of-concept by manually extracting all frames from the original PV using FFmpeg, putting them through waifu2x-caffe, and assembling the frames back into a video again using FFmpeg. This was how the ["4K BadApple!! waifu2x Lossless Upscaled"](https://www.youtube.com/watch?v=FiX7ygnbAHw) video was created.
+
+![4K BadApple waifu2x](https://img.youtube.com/vi/FiX7ygnbAHw/maxresdefault.jpg)\
+_Thumbnail of the "4K BadApple!! waifu2x Lossless Upscaled" video_
+
+After this experiment completed successfully, I started thinking about making an automation pipeline, where this manual process will be streamlined, and each of the steps will be handled automatically.
+
+## Proof-of-Concept
+
+When I signed up for Hack the Valley II in late 2017, I didn't know what I was going to make during that hackathon. Our team sat down and thought about what to make for around an hour, but no one came up with anything interesting. All of a sudden, I remembered, "Hey, isn't there a PoC I wanted to make? How about making that our hackathon project?" I then temporarily name the project Video2X, following waifu2x's scheme. Video2X was then born.
+
+I originally wanted to write Video2X for Linux, but it's too complicated to get the original [nagadomi/waifu2x](https://github.com/nagadomi/waifu2x)'s version of waifu2x running, so waifu2x-caffe written for Windows was used to save time. This is why the first version of Video2X only supports Windows, and can only use waifu2x-caffe as its upscaling driver.
+
+![the first commit of Video2X](https://user-images.githubusercontent.com/21986859/82105271-fcccc700-9709-11ea-8861-b22b807f885f.png)\
+_video2x.py file in the first version of Video2X_
+
+At the end of the hackathon, we managed to make a [sample comparison video](https://www.youtube.com/watch?v=mGEfasQl2Zo) based on [Spirited Away's official trailer](https://www.youtube.com/watch?v=ByXuk9QqQkk). This video was then published on YouTube and is the same demo video showcased in Video2X's repository. The original link was at [https://www.youtube.com/watch?v=PG94iPoeoZk](https://www.youtube.com/watch?v=PG94iPoeoZk), but it has been moved lately to another account under K4YT3X's name.
+
+![Spirited Away Demo](https://user-images.githubusercontent.com/21986859/49412428-65083280-f73a-11e8-8237-bb34158a545e.png)\
+_Upscale Comparison Demonstration_
+
+When we demoed this project, there wasn't so much interest expressed by the judges. We were, however, suggested to pitch our project to Adobe. That didn't end up going anywhere, either. Like most of the other projects in a hackathon, this project didn't win any awards, and just almost vanished after the hackathon was over.
+
+<!--![Hack the Valley II](https://files.k4yt3x.com/Resources/Images/htv2_team_photo.png)\-->
+
+_[Image Removed]_\
+_Our team in Hack the Valley II. You can see Video2X's demo video on the computer screens. Image blurred for privacy._
+
+## Video2X 2.0
+
+Roughly three months after the hackathon, I came back to this project and decided it was worth continuing. Although not many people in the hackathon found this project interesting or useful, I saw value in this project. This was further reinforced by the stars I've received in the project's repository.
+
+I continued working on enhancing Video2X and fixing bugs, and Video2X 2.0 was released. The original version of Video2X was only made as a proof-of-concept for the hackathon. A lot of the usability and convenience aspects are ignored in exchange for development speed. The 2.0 version addressed a lot of these issues and made Video2X usable for regular users. Video2X has then also been converted from a hackathon project to a personal open-source project.
+
+![screenshot of Video2X 2.0](https://user-images.githubusercontent.com/21986859/40265170-39c0caae-5b01-11e8-8371-8b6c24769639.png)\
+_Screenshot of Video2X 2.0_

docs/book/src/running/README.md

@@ -0,0 +1,3 @@
+# Running
+
+Instructions for running and using this project.

docs/book/src/running/command-line.md

@@ -0,0 +1,49 @@
+# Command Line
+
+Instructions for running Video2X from the command line.
+
+This page does not cover all the options available. For help with more options available, run Video2X with the `--help` argument.
+
+## Basics
+
+Use the following command to upscale a video by 4x with RealESRGAN:
+
+```bash
+video2x -i input.mp4 -o output.mp4 -f realesrgan -r 4 -m realesr-animevideov3
+```
+
+Use the following command to upscale a video to with libplacebo + Anime4Kv4 Mode A+A:
+
+```bash
+video2x -i input.mp4 -o output.mp4 -f libplacebo -s anime4k-v4-a+a -w 3840 -h 2160
+```
+
+## Advanced
+
+It is possible to specify custom MPV-compatible GLSL shader files with the `--shader, -s` argument:
+
+```bash
+video2x -i input.mp4 -o output.mp4 -f libplacebo -s path/to/custom/shader.glsl -w 3840 -h 2160
+```
+
+List the available GPUs with `--list-gpus, -l`:
+
+```bash
+$video2x --list-gpus
+0. NVIDIA RTX A6000
+        Type: Discrete GPU
+        Vulkan API Version: 1.3.289
+        Driver Version: 565.228.64
+```
+
+Select which GPU to use with the `--gpu, -g` argument:
+
+```bash
+video2x -i input.mp4 -o output.mp4 -f realesrgan -r 4 -m realesr-animevideov3 -g 1
+```
+
+Specify arbitrary extra FFmepg encoder options with the `--extra-encoder-options, -e` argument:
+
+```bash
+video2x -i input.mkv -o output.mkv -f realesrgan -m realesrgan-plus -r 4 -c libx264rgb -e crf=17 -e preset=veryslow -e tune=film
+```

docs/book/src/running/container.md

@@ -0,0 +1,57 @@
+# Container
+
+Instructions for running the Video2X container.
+
+## Prerequisites
+
+- Docker, Podman, or another OCI-compatible runtime
+- A GPU that supports the Vulkan API
+  - Check the [Vulkan Hardware Database](https://vulkan.gpuinfo.org/) to see if your GPU supports Vulkan
+
+## Upscaling a Video
+
+This section documents how to upscale a video. Replace `$TAG` with an appropriate container tag. A list of available tags can be found [here](https://github.com/k4yt3x/video2x/pkgs/container/video2x) (e.g., `6.1.1`).
+
+### AMD GPUs
+
+Make sure your host has the proper GPU and Vulkan libraries and drivers, then use the following command to launch the container:
+
+```shell
+docker run --gpus all -it --rm -v $PWD/data:/host ghcr.io/k4yt3x/video2x:$TAG -i standard-test.mp4 -o output.mp4 -f realesrgan -r 4 -m realesr-animevideov3
+```
+
+### NVIDIA GPUs
+
+In addition to installing the proper drivers on your host, `nvidia-docker2` (NVIDIA Container Toolkit) must also be installed on the host to use NVIDIA GPUs in containers. Below are instructions for how to install it on some popular Linux distributions:
+
+- Debian/Ubuntu
+  - Follow the [official guide](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#setting-up-nvidia-container-toolkit) to install `nvidia-docker2`
+- Arch/Manjaro
+  - Install `nvidia-container-toolkit` from the AUR
+  - E.g., `yay -S nvidia-container-toolkit`
+
+Once all the prerequisites are installed, you can launch the container:
+
+```shell
+docker run --gpus all -it --rm -v $PWD:/host ghcr.io/k4yt3x/video2x:$TAG -i standard-test.mp4 -o output.mp4 -f realesrgan -r 4 -m realesr-animevideov3
+```
+
+Depending on the version of your nvidia-docker and some other mysterious factors, you can also try setting `no-cgroups = true` in `/etc/nvidia-container-runtime/config.toml` and adding the NVIDIA devices into the container if the command above doesn't work:
+
+```shell
+docker run --gpus all --device=/dev/nvidia0 --device=/dev/nvidiactl --runtime nvidia -it --rm -v $PWD:/host ghcr.io/k4yt3x/video2x:$TAG -i standard-test.mp4 -o output.mp4 -f realesrgan -r 4 -m realesr-animevideov3
+```
+
+If you are still getting a `vkEnumeratePhysicalDevices failed -3` error at this point, try adding the `--privileged` flag to give the container the same level of permissions as the host:
+
+```shell
+docker run --gpus all --privileged -it --rm -v $PWD:/host ghcr.io/k4yt3x/video2x:$TAG -i standard-test.mp4 -o output.mp4 -f realesrgan -r 4 -m realesr-animevideov3
+```
+
+### Intel GPUs
+
+Similar to NVIDIA GPUs, you can add `--gpus all` or `--device /dev/dri` to pass the GPU into the container. Adding `--privileged` might help with the performance (thanks @NukeninDark).
+
+```shell
+docker run --gpus all --privileged -it --rm -v $PWD:/host ghcr.io/k4yt3x/video2x:$TAG -i standard-test.mp4 -o output.mp4 -f realesrgan -r 4 -m realesr-animevideov3
+```

docs/book/src/running/desktop.md

@@ -0,0 +1,3 @@
+# Desktop
+
+TODO.

include/libvideo2x/avutils.h

@@ -0,0 +1,19 @@
+#pragma once
+
+extern "C" {
+#include <libavformat/avformat.h>
+}
+
+AVRational get_video_frame_rate(AVFormatContext *ifmt_ctx, int in_vstream_idx);
+
+int64_t get_video_frame_count(AVFormatContext *ifmt_ctx, int in_vstream_idx);
+
+AVPixelFormat get_encoder_default_pix_fmt(const AVCodec *encoder, AVPixelFormat target_pix_fmt);
+
+float get_frame_diff(AVFrame *frame1, AVFrame *frame2);
+
+void av_bufferref_deleter(AVBufferRef *bufferref);
+
+void av_frame_deleter(AVFrame *frame);
+
+void av_packet_deleter(AVPacket *packet);

include/libvideo2x/char_defs.h

@@ -1,22 +0,0 @@
-#ifndef CHAR_DEFS_H
-#define CHAR_DEFS_H
-
-#ifdef _WIN32
-typedef wchar_t CharType;
-#define STR(x) L##x
-#else
-typedef char CharType;
-#define STR(x) x
-#endif
-
-#ifdef __cplusplus
-#include <string>
-
-#ifdef _WIN32
-typedef std::wstring StringType;
-#else
-typedef std::string StringType;
-#endif
-
-#endif  // __cplusplus
-#endif  // CHAR_DEFS_H

include/libvideo2x/conversions.h

@@ -1,5 +1,4 @@
-#ifndef CONVERSIONS_H
-#define CONVERSIONS_H
+#pragma once
 
 extern "C" {
 #include <libavutil/frame.h>
@@ -16,5 +15,3 @@ ncnn::Mat avframe_to_ncnn_mat(AVFrame *frame);
 
 // Convert ncnn::Mat to AVFrame
 AVFrame *ncnn_mat_to_avframe(const ncnn::Mat &mat, AVPixelFormat pix_fmt);
-
-#endif  // CONVERSIONS_H

include/libvideo2x/decoder.h

@@ -1,5 +1,4 @@
-#ifndef DECODER_H
-#define DECODER_H
+#pragma once
 
 #include <filesystem>
 
@@ -8,13 +7,22 @@ extern "C" {
 #include <libavformat/avformat.h>
 }
 
-int init_decoder(
-    AVHWDeviceType hw_type,
-    AVBufferRef *hw_ctx,
-    std::filesystem::path in_fpath,
-    AVFormatContext **fmt_ctx,
-    AVCodecContext **dec_ctx,
-    int *vstream_idx
-);
+class Decoder {
+   public:
+    Decoder();
+    ~Decoder();
 
-#endif  // DECODER_H
+    int init(AVHWDeviceType hw_type, AVBufferRef *hw_ctx, const std::filesystem::path &in_fpath);
+
+    AVFormatContext *get_format_context() const;
+    AVCodecContext *get_codec_context() const;
+    int get_video_stream_index() const;
+
+   private:
+    static AVPixelFormat hw_pix_fmt_;
+    static AVPixelFormat get_hw_format(AVCodecContext *ctx, const AVPixelFormat *pix_fmts);
+
+    AVFormatContext *fmt_ctx_;
+    AVCodecContext *dec_ctx_;
+    int in_vstream_idx_;
+};

include/libvideo2x/encoder.h

@@ -1,35 +1,78 @@
-#ifndef ENCODER_H
-#define ENCODER_H
+#pragma once
 
+#include <cstdint>
 #include <filesystem>
+#include <vector>
 
 extern "C" {
 #include <libavcodec/avcodec.h>
 #include <libavformat/avformat.h>
-#include <libavutil/opt.h>
+#include <libavutil/pixdesc.h>
 }
 
-#include "libvideo2x.h"
+#include "fsutils.h"
 
-int init_encoder(
-    AVBufferRef *hw_ctx,
-    std::filesystem::path out_fpath,
-    AVFormatContext *ifmt_ctx,
-    AVFormatContext **ofmt_ctx,
-    AVCodecContext **enc_ctx,
-    AVCodecContext *dec_ctx,
-    EncoderConfig *encoder_config,
-    int vstream_idx,
-    int **stream_map
-);
+// Encoder configurations
+struct EncoderConfig {
+    // Non-AVCodecContext options
+    AVCodecID codec = AV_CODEC_ID_NONE;
+    bool copy_streams = true;
 
-int write_frame(
-    AVFrame *frame,
-    AVCodecContext *enc_ctx,
-    AVFormatContext *ofmt_ctx,
-    int vstream_idx
-);
+    // Basic video options
+    AVPixelFormat pix_fmt = AV_PIX_FMT_NONE;
 
-int flush_encoder(AVCodecContext *enc_ctx, AVFormatContext *ofmt_ctx);
+    // Rate control and compression
+    int64_t bit_rate = 0;
+    int rc_buffer_size = 0;
+    int rc_min_rate = 0;
+    int rc_max_rate = 0;
+    int qmin = -1;
+    int qmax = -1;
 
-#endif  // ENCODER_H
+    // GOP and frame structure
+    int gop_size = -1;
+    int max_b_frames = -1;
+    int keyint_min = -1;
+    int refs = -1;
+
+    // Performance and threading
+    int thread_count = 0;
+
+    // Latency and buffering
+    int delay = -1;
+
+    // Extra AVOptions
+    std::vector<std::pair<StringType, StringType>> extra_opts;
+};
+
+class Encoder {
+   public:
+    Encoder();
+    ~Encoder();
+
+    int init(
+        AVBufferRef *hw_ctx,
+        const std::filesystem::path &out_fpath,
+        AVFormatContext *ifmt_ctx,
+        AVCodecContext *dec_ctx,
+        EncoderConfig &enc_cfg,
+        int width,
+        int height,
+        int frm_rate_mul,
+        int in_vstream_idx
+    );
+
+    int write_frame(AVFrame *frame, int64_t frame_idx);
+    int flush();
+
+    AVCodecContext *get_encoder_context() const;
+    AVFormatContext *get_format_context() const;
+    int *get_stream_map() const;
+    int get_output_video_stream_index() const;
+
+   private:
+    AVFormatContext *ofmt_ctx_;
+    AVCodecContext *enc_ctx_;
+    int out_vstream_idx_;
+    int *stream_map_;
+};

include/libvideo2x/filter.h

@@ -1,21 +0,0 @@
-#ifndef FILTER_H
-#define FILTER_H
-
-#include <vector>
-
-extern "C" {
-#include <libavcodec/avcodec.h>
-#include <libavfilter/avfilter.h>
-#include <libavutil/buffer.h>
-}
-
-// Abstract base class for filters
-class Filter {
-   public:
-    virtual ~Filter() = default;
-    virtual int init(AVCodecContext *dec_ctx, AVCodecContext *enc_ctx, AVBufferRef *hw_ctx) = 0;
-    virtual int process_frame(AVFrame *in_frame, AVFrame **out_frame) = 0;
-    virtual int flush(std::vector<AVFrame *> &_) { return 0; }
-};
-
-#endif  // FILTER_H

include/libvideo2x/filter_libplacebo.h

@@ -0,0 +1,58 @@
+#pragma once
+
+#include <filesystem>
+
+extern "C" {
+#include <libavcodec/avcodec.h>
+#include <libavfilter/buffersink.h>
+#include <libavfilter/buffersrc.h>
+}
+
+#include "processor.h"
+
+// FilterLibplacebo class definition
+class FilterLibplacebo : public Filter {
+   public:
+    // Constructor
+    FilterLibplacebo(
+        uint32_t vk_device_index,
+        const std::filesystem::path &shader_path,
+        int width,
+        int height
+    );
+
+    // Destructor
+    virtual ~FilterLibplacebo() override;
+
+    // Initializes the filter with decoder and encoder contexts
+    int init(AVCodecContext *dec_ctx, AVCodecContext *enc_ctx, AVBufferRef *hw_ctx) override;
+
+    // Processes an input frame and returns the processed frame
+    int filter(AVFrame *in_frame, AVFrame **out_frame) override;
+
+    // Flushes any remaining frames
+    int flush(std::vector<AVFrame *> &flushed_frames) override;
+
+    // Returns the filter's type
+    ProcessorType get_processor_type() const override { return ProcessorType::Libplacebo; }
+
+    // Returns the filter's output dimensions
+    void get_output_dimensions(
+        const ProcessorConfig &proc_cfg,
+        int in_width,
+        int in_height,
+        int &out_width,
+        int &out_height
+    ) const override;
+
+   private:
+    AVFilterGraph *filter_graph_;
+    AVFilterContext *buffersrc_ctx_;
+    AVFilterContext *buffersink_ctx_;
+    uint32_t vk_device_index_;
+    const std::filesystem::path shader_path_;
+    int width_;
+    int height_;
+    AVRational in_time_base_;
+    AVRational out_time_base_;
+};

include/libvideo2x/filter_realesrgan.h

@@ -0,0 +1,51 @@
+#pragma once
+
+extern "C" {
+#include <libavcodec/avcodec.h>
+}
+
+#include "processor.h"
+#include "realesrgan.h"
+
+// FilterRealesrgan class definition
+class FilterRealesrgan : public Filter {
+   public:
+    // Constructor
+    FilterRealesrgan(
+        int gpuid = 0,
+        bool tta_mode = false,
+        int scaling_factor = 4,
+        const StringType model_name = STR("realesr-animevideov3")
+    );
+
+    // Destructor
+    virtual ~FilterRealesrgan() override;
+
+    // Initializes the filter with decoder and encoder contexts
+    int init(AVCodecContext *dec_ctx, AVCodecContext *enc_ctx, AVBufferRef *hw_ctx) override;
+
+    // Processes an input frame and returns the processed frame
+    int filter(AVFrame *in_frame, AVFrame **out_frame) override;
+
+    // Returns the filter's type
+    ProcessorType get_processor_type() const override { return ProcessorType::RealESRGAN; }
+
+    // Returns the filter's output dimensions
+    void get_output_dimensions(
+        const ProcessorConfig &proc_cfg,
+        int in_width,
+        int in_height,
+        int &out_width,
+        int &out_height
+    ) const override;
+
+   private:
+    RealESRGAN *realesrgan_;
+    int gpuid_;
+    bool tta_mode_;
+    int scaling_factor_;
+    const StringType model_name_;
+    AVRational in_time_base_;
+    AVRational out_time_base_;
+    AVPixelFormat out_pix_fmt_;
+};

include/libvideo2x/fsutils.h

@@ -1,10 +1,21 @@
-#ifndef FSUTILS_H
-#define FSUTILS_H
+#pragma once
 
 #include <filesystem>
 #include <string>
 
-#include "char_defs.h"
+#ifdef _WIN32
+typedef wchar_t CharType;
+#define STR(x) L##x
+#else
+typedef char CharType;
+#define STR(x) x
+#endif
+
+#ifdef _WIN32
+typedef std::wstring StringType;
+#else
+typedef std::string StringType;
+#endif
 
 bool filepath_is_readable(const std::filesystem::path &path);
 
@@ -12,8 +23,8 @@ std::filesystem::path find_resource_file(const std::filesystem::path &path);
 
 std::string path_to_u8string(const std::filesystem::path &path);
 
+std::string wstring_to_u8string(const StringType &wstr);
+
 StringType path_to_string_type(const std::filesystem::path &path);
 
 StringType to_string_type(int value);
-
-#endif  // FSUTILS_H

include/libvideo2x/interpolator_rife.h

@@ -0,0 +1,56 @@
+#pragma once
+
+extern "C" {
+#include <libavcodec/avcodec.h>
+}
+
+#include "processor.h"
+#include "rife.h"
+
+// InterpolatorRIFE class definition
+class InterpolatorRIFE : public Interpolator {
+   public:
+    // Constructor
+    InterpolatorRIFE(
+        int gpuid = 0,
+        bool tta_mode = false,
+        bool tta_temporal_mode = false,
+        bool uhd_mode = false,
+        int num_threads = 1,
+        const StringType model_name = STR("rife-v4.6")
+    );
+
+    // Destructor
+    virtual ~InterpolatorRIFE() override;
+
+    // Initializes the interpolator with decoder and encoder contexts
+    int init(AVCodecContext *dec_ctx, AVCodecContext *enc_ctx, AVBufferRef *hw_ctx) override;
+
+    // Processes an input frame and returns the processed frame
+    int interpolate(AVFrame *prev_frame, AVFrame *in_frame, AVFrame **out_frame, float time_step)
+        override;
+
+    // Returns the interpolator's type
+    ProcessorType get_processor_type() const override { return ProcessorType::RIFE; }
+
+    // Returns the interpolator's output dimensions
+    void get_output_dimensions(
+        const ProcessorConfig &proc_cfg,
+        int in_width,
+        int in_height,
+        int &out_width,
+        int &out_height
+    ) const override;
+
+   private:
+    RIFE *rife_;
+    int gpuid_;
+    bool tta_mode_;
+    bool tta_temporal_mode_;
+    bool uhd_mode_;
+    int num_threads_;
+    const StringType model_name_;
+    AVRational in_time_base_;
+    AVRational out_time_base_;
+    AVPixelFormat out_pix_fmt_;
+};

include/libvideo2x/libplacebo.h

@@ -1,5 +1,4 @@
-#ifndef PLACEBO_H
-#define PLACEBO_H
+#pragma once
 
 #include <filesystem>
 
@@ -18,5 +17,3 @@ int init_libplacebo(
     uint32_t vk_device_index,
     const std::filesystem::path &shader_path
 );
-
-#endif  // PLACEBO_H

include/libvideo2x/libplacebo_filter.h

@@ -1,49 +0,0 @@
-#ifndef LIBPLACEBO_FILTER_H
-#define LIBPLACEBO_FILTER_H
-
-#include <filesystem>
-
-extern "C" {
-#include <libavcodec/avcodec.h>
-#include <libavfilter/buffersink.h>
-#include <libavfilter/buffersrc.h>
-}
-
-#include "filter.h"
-
-// LibplaceboFilter class definition
-class LibplaceboFilter : public Filter {
-   private:
-    AVFilterGraph *filter_graph;
-    AVFilterContext *buffersrc_ctx;
-    AVFilterContext *buffersink_ctx;
-    uint32_t vk_device_index;
-    const std::filesystem::path shader_path;
-    int out_width;
-    int out_height;
-    AVRational in_time_base;
-    AVRational out_time_base;
-
-   public:
-    // Constructor
-    LibplaceboFilter(
-        uint32_t vk_device_index,
-        const std::filesystem::path &shader_path,
-        int width,
-        int height
-    );
-
-    // Destructor
-    virtual ~LibplaceboFilter() override;
-
-    // Initializes the filter with decoder and encoder contexts
-    int init(AVCodecContext *dec_ctx, AVCodecContext *enc_ctx, AVBufferRef *hw_ctx) override;
-
-    // Processes an input frame and returns the processed frame
-    int process_frame(AVFrame *in_frame, AVFrame **out_frame) override;
-
-    // Flushes any remaining frames
-    int flush(std::vector<AVFrame *> &flushed_frames) override;
-};
-
-#endif  // LIBPLACEBO_FILTER_H

include/libvideo2x/libvideo2x.h

@@ -1,20 +1,19 @@
-#ifndef LIBVIDEO2X_H
-#define LIBVIDEO2X_H
+#pragma once
 
-#include <stdbool.h>
-#include <stdint.h>
-#include <time.h>
+#include <atomic>
+#include <cstdint>
+#include <memory>
 
-#ifdef __cplusplus
 extern "C" {
-#endif
 #include <libavcodec/avcodec.h>
 #include <libavformat/avformat.h>
-#ifdef __cplusplus
 }
-#endif
 
-#include "char_defs.h"
+#include "avutils.h"
+#include "decoder.h"
+#include "encoder.h"
+#include "logging.h"
+#include "processor.h"
 
 #ifdef _WIN32
 #ifdef LIBVIDEO2X_EXPORTS
@@ -26,100 +25,74 @@ extern "C" {
 #define LIBVIDEO2X_API
 #endif
 
-#ifdef __cplusplus
-extern "C" {
-#endif
-
-// Enum to specify filter type
-enum FilterType {
-    FILTER_LIBPLACEBO,
-    FILTER_REALESRGAN
+enum class VideoProcessorState {
+    Idle,
+    Running,
+    Paused,
+    Failed,
+    Aborted,
+    Completed
 };
 
-// Enum to specify log level
-enum Libvideo2xLogLevel {
-    LIBVIDEO2X_LOG_LEVEL_TRACE,
-    LIBVIDEO2X_LOG_LEVEL_DEBUG,
-    LIBVIDEO2X_LOG_LEVEL_INFO,
-    LIBVIDEO2X_LOG_LEVEL_WARNING,
-    LIBVIDEO2X_LOG_LEVEL_ERROR,
-    LIBVIDEO2X_LOG_LEVEL_CRITICAL,
-    LIBVIDEO2X_LOG_LEVEL_OFF
+class LIBVIDEO2X_API VideoProcessor {
+   public:
+    VideoProcessor(
+        const ProcessorConfig proc_cfg,
+        const EncoderConfig enc_cfg,
+        const uint32_t vk_device_index = 0,
+        const AVHWDeviceType hw_device_type = AV_HWDEVICE_TYPE_NONE,
+        const Video2xLogLevel = Video2xLogLevel::Info,
+        const bool benchmark = false
+    );
+
+    virtual ~VideoProcessor() = default;
+
+    [[nodiscard]] int
+    process(const std::filesystem::path in_fname, const std::filesystem::path out_fname);
+
+    void pause() { state_.store(VideoProcessorState::Paused); }
+    void resume() { state_.store(VideoProcessorState::Running); }
+    void abort() { state_.store(VideoProcessorState::Aborted); }
+
+    VideoProcessorState get_state() const { return state_.load(); }
+    int64_t get_processed_frames() const { return frame_index_.load(); }
+    int64_t get_total_frames() const { return total_frames_.load(); }
+
+   private:
+    [[nodiscard]] int
+    process_frames(Decoder &decoder, Encoder &encoder, std::unique_ptr<Processor> &processor);
+
+    [[nodiscard]] int write_frame(AVFrame *frame, Encoder &encoder);
+
+    [[nodiscard]] inline int write_raw_packet(
+        AVPacket *packet,
+        AVFormatContext *ifmt_ctx,
+        AVFormatContext *ofmt_ctx,
+        int *stream_map
+    );
+
+    [[nodiscard]] inline int process_filtering(
+        std::unique_ptr<Processor> &processor,
+        Encoder &encoder,
+        AVFrame *frame,
+        AVFrame *proc_frame
+    );
+
+    [[nodiscard]] inline int process_interpolation(
+        std::unique_ptr<Processor> &processor,
+        Encoder &encoder,
+        std::unique_ptr<AVFrame, decltype(&av_frame_deleter)> &prev_frame,
+        AVFrame *frame,
+        AVFrame *proc_frame
+    );
+
+    ProcessorConfig proc_cfg_;
+    EncoderConfig enc_cfg_;
+    uint32_t vk_device_index_ = 0;
+    AVHWDeviceType hw_device_type_ = AV_HWDEVICE_TYPE_NONE;
+    bool benchmark_ = false;
+
+    std::atomic<VideoProcessorState> state_ = VideoProcessorState::Idle;
+    std::atomic<int64_t> frame_index_ = 0;
+    std::atomic<int64_t> total_frames_ = 0;
 };
-
-// Configuration for Libplacebo filter
-struct LibplaceboConfig {
-    int out_width;
-    int out_height;
-    const CharType *shader_path;
-};
-
-// Configuration for RealESRGAN filter
-struct RealESRGANConfig {
-    bool tta_mode;
-    int scaling_factor;
-    const CharType *model_name;
-};
-
-// Unified filter configuration
-struct FilterConfig {
-    enum FilterType filter_type;
-    union {
-        struct LibplaceboConfig libplacebo;
-        struct RealESRGANConfig realesrgan;
-    } config;
-};
-
-// Encoder configuration
-struct EncoderConfig {
-    int out_width;
-    int out_height;
-    bool copy_streams;
-    enum AVCodecID codec;
-    enum AVPixelFormat pix_fmt;
-    const char *preset;
-    int64_t bit_rate;
-    float crf;
-};
-
-// Video processing context
-struct VideoProcessingContext {
-    int64_t processed_frames;
-    int64_t total_frames;
-    time_t start_time;
-    bool pause;
-    bool abort;
-    bool completed;
-};
-
-/**
- * @brief Process a video file using the selected filter and encoder settings.
- *
- * @param[in] in_fname Path to the input video file
- * @param[in] out_fname Path to the output video file
- * @param[in] log_level Log level
- * @param[in] benchmark Flag to enable benchmarking mode
- * @param[in] vk_device_index Vulkan device index
- * @param[in] hw_type Hardware device type
- * @param[in] filter_config Filter configurations
- * @param[in] encoder_config Encoder configurations
- * @param[in,out] proc_ctx Video processing context
- * @return int 0 on success, non-zero value on error
- */
-LIBVIDEO2X_API int process_video(
-    const CharType *in_fname,
-    const CharType *out_fname,
-    enum Libvideo2xLogLevel log_level,
-    bool benchmark,
-    uint32_t vk_device_index,
-    enum AVHWDeviceType hw_device_type,
-    const struct FilterConfig *filter_config,
-    struct EncoderConfig *encoder_config,
-    struct VideoProcessingContext *proc_ctx
-);
-
-#ifdef __cplusplus
-}
-#endif
-
-#endif  // LIBVIDEO2X_H

include/libvideo2x/logging.h

@@ -0,0 +1,20 @@
+#pragma once
+
+#include <optional>
+
+#include "fsutils.h"
+
+enum class Video2xLogLevel {
+    Unknown,
+    Trace,
+    Debug,
+    Info,
+    Warning,
+    Error,
+    Critical,
+    Off
+};
+
+void set_log_level(Video2xLogLevel log_level);
+
+std::optional<Video2xLogLevel> find_log_level_by_name(const StringType &log_level_name);

include/libvideo2x/processor.h

@@ -0,0 +1,83 @@
+#pragma once
+
+#include <variant>
+#include <vector>
+
+extern "C" {
+#include <libavcodec/avcodec.h>
+#include <libavfilter/avfilter.h>
+#include <libavutil/buffer.h>
+}
+
+#include "fsutils.h"
+
+enum class ProcessingMode {
+    Filter,
+    Interpolate,
+};
+
+enum class ProcessorType {
+    None,
+    Libplacebo,
+    RealESRGAN,
+    RIFE,
+};
+
+struct LibplaceboConfig {
+    StringType shader_path;
+};
+
+struct RealESRGANConfig {
+    bool tta_mode = false;
+    StringType model_name;
+};
+
+struct RIFEConfig {
+    bool tta_mode = false;
+    bool tta_temporal_mode = false;
+    bool uhd_mode = false;
+    int num_threads = 0;
+    StringType model_name;
+};
+
+// Unified filter configuration
+struct ProcessorConfig {
+    ProcessorType processor_type = ProcessorType::None;
+    int width = 0;
+    int height = 0;
+    int scaling_factor = 0;
+    int frm_rate_mul = 0;
+    float scn_det_thresh = 0.0f;
+    std::variant<LibplaceboConfig, RealESRGANConfig, RIFEConfig> config;
+};
+
+class Processor {
+   public:
+    virtual ~Processor() = default;
+    virtual int init(AVCodecContext *dec_ctx, AVCodecContext *enc_ctx, AVBufferRef *hw_ctx) = 0;
+    virtual int flush(std::vector<AVFrame *> &_) { return 0; }
+    virtual ProcessingMode get_processing_mode() const = 0;
+    virtual ProcessorType get_processor_type() const = 0;
+    virtual void get_output_dimensions(
+        const ProcessorConfig &proc_cfg,
+        int in_width,
+        int in_height,
+        int &width,
+        int &height
+    ) const = 0;
+};
+
+// Abstract base class for filters
+class Filter : public Processor {
+   public:
+    ProcessingMode get_processing_mode() const override { return ProcessingMode::Filter; }
+    virtual int filter(AVFrame *in_frame, AVFrame **out_frame) = 0;
+};
+
+// Abstract base class for interpolators
+class Interpolator : public Processor {
+   public:
+    ProcessingMode get_processing_mode() const override { return ProcessingMode::Interpolate; }
+    virtual int
+    interpolate(AVFrame *prev_frame, AVFrame *in_frame, AVFrame **out_frame, float time_step) = 0;
+};

include/libvideo2x/processor_factory.h

@@ -0,0 +1,33 @@
+#pragma once
+
+#include <functional>
+#include <memory>
+#include <unordered_map>
+
+#include "processor.h"
+
+// Processor Factory Class
+class ProcessorFactory {
+   public:
+    using Creator = std::function<std::unique_ptr<Processor>(const ProcessorConfig &, uint32_t)>;
+
+    // Singleton instance accessor
+    static ProcessorFactory &instance();
+
+    // Register a processor type with its creation function
+    void register_processor(ProcessorType type, Creator creator);
+
+    // Create a processor instance based on configuration
+    std::unique_ptr<Processor>
+    create_processor(const ProcessorConfig &proc_cfg, uint32_t vk_device_index) const;
+
+   private:
+    // Private constructor for Singleton
+    ProcessorFactory() = default;
+
+    // Map of processor types to their creation functions
+    std::unordered_map<ProcessorType, Creator> creators;
+
+    // Static initializer for default processors
+    static void init_default_processors(ProcessorFactory &factory);
+};

include/libvideo2x/realesrgan_filter.h

@@ -1,43 +0,0 @@
-#ifndef REALSRGAN_FILTER_H
-#define REALSRGAN_FILTER_H
-
-extern "C" {
-#include <libavcodec/avcodec.h>
-}
-
-#include "char_defs.h"
-#include "filter.h"
-#include "realesrgan.h"
-
-// RealesrganFilter class definition
-class RealesrganFilter : public Filter {
-   private:
-    RealESRGAN *realesrgan;
-    int gpuid;
-    bool tta_mode;
-    int scaling_factor;
-    const StringType model_name;
-    AVRational in_time_base;
-    AVRational out_time_base;
-    AVPixelFormat out_pix_fmt;
-
-   public:
-    // Constructor
-    RealesrganFilter(
-        int gpuid = 0,
-        bool tta_mode = false,
-        int scaling_factor = 4,
-        const StringType model_name = STR("realesr-animevideov3")
-    );
-
-    // Destructor
-    virtual ~RealesrganFilter() override;
-
-    // Initializes the filter with decoder and encoder contexts
-    int init(AVCodecContext *dec_ctx, AVCodecContext *enc_ctx, AVBufferRef *hw_ctx) override;
-
-    // Processes an input frame and returns the processed frame
-    int process_frame(AVFrame *in_frame, AVFrame **out_frame) override;
-};
-
-#endif

include/libvideo2x/version.h.in

@@ -1,6 +1,3 @@
-#ifndef VERSION_H
-#define VERSION_H
+#pragma once
 
 #define LIBVIDEO2X_VERSION_STRING "@PROJECT_VERSION@"
-
-#endif  // VERSION_H

models/rife/rife-HD/contextnet.param

@@ -0,0 +1,70 @@
+7767517
+68 82
+Input                    input.1                  0 1 input.1
+Input                    flow.1                   0 1 flow.1
+UnaryOp                  flow.0                   1 1 flow.1 flow.0 0=1
+Convolution              Conv_0                   1 1 input.1 45 0=32 1=3 3=2 4=1 5=1 6=864
+PReLU                    PRelu_1                  1 1 45 47 0=32
+Split                    splitncnn_0              1 2 47 47_splitncnn_0 47_splitncnn_1
+Convolution              Conv_2                   1 1 47_splitncnn_1 48 0=32 1=3 3=2 4=1 6=9216
+Convolution              Conv_3                   1 1 47_splitncnn_0 49 0=32 1=3 3=2 4=1 5=1 6=9216
+PReLU                    PRelu_4                  1 1 49 51 0=32
+Convolution              Conv_5                   1 1 51 52 0=32 1=3 4=1 5=1 6=9216
+Split                    splitncnn_1              1 2 52 52_splitncnn_0 52_splitncnn_1
+Pooling                  ReduceMean_7             1 1 52_splitncnn_1 54 0=1 4=1
+InnerProduct             Conv_8                   1 1 54 57 0=16 2=512 9=2 -23310=1,1.143919e+00
+InnerProduct             Conv_10                  1 1 57 59 0=32 2=512 9=4
+BinaryOp                 Mul_12                   2 1 52_splitncnn_0 59 60 0=2
+BinaryOp                 Add_13                   2 1 60 48 61
+PReLU                    PRelu_14                 1 1 61 63 0=32
+Split                    splitncnn_2              1 3 63 63_splitncnn_0 63_splitncnn_1 63_splitncnn_2
+Interp                   Resize_16                1 1 flow.0 73 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_18                   1 1 73 75 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_3              1 2 75 75_splitncnn_0 75_splitncnn_1
+rife.Warp                Warp_24                  2 1 63_splitncnn_2 75_splitncnn_1 f1
+Convolution              Conv_25                  1 1 63_splitncnn_1 82 0=64 1=3 3=2 4=1 6=18432
+Convolution              Conv_26                  1 1 63_splitncnn_0 83 0=64 1=3 3=2 4=1 5=1 6=18432
+PReLU                    PRelu_27                 1 1 83 85 0=64
+Convolution              Conv_28                  1 1 85 86 0=64 1=3 4=1 5=1 6=36864
+Split                    splitncnn_4              1 2 86 86_splitncnn_0 86_splitncnn_1
+Pooling                  ReduceMean_30            1 1 86_splitncnn_1 88 0=1 4=1
+InnerProduct             Conv_31                  1 1 88 91 0=16 2=1024 9=2 -23310=1,3.006833e-01
+InnerProduct             Conv_33                  1 1 91 93 0=64 2=1024 9=4
+BinaryOp                 Mul_35                   2 1 86_splitncnn_0 93 94 0=2
+BinaryOp                 Add_36                   2 1 94 82 95
+PReLU                    PRelu_37                 1 1 95 97 0=64
+Split                    splitncnn_5              1 3 97 97_splitncnn_0 97_splitncnn_1 97_splitncnn_2
+Interp                   Resize_39                1 1 75_splitncnn_0 107 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_41                   1 1 107 109 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_6              1 2 109 109_splitncnn_0 109_splitncnn_1
+rife.Warp                Warp_47                  2 1 97_splitncnn_2 109_splitncnn_1 f2
+Convolution              Conv_48                  1 1 97_splitncnn_1 116 0=128 1=3 3=2 4=1 6=73728
+Convolution              Conv_49                  1 1 97_splitncnn_0 117 0=128 1=3 3=2 4=1 5=1 6=73728
+PReLU                    PRelu_50                 1 1 117 119 0=128
+Convolution              Conv_51                  1 1 119 120 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_7              1 2 120 120_splitncnn_0 120_splitncnn_1
+Pooling                  ReduceMean_53            1 1 120_splitncnn_1 122 0=1 4=1
+InnerProduct             Conv_54                  1 1 122 125 0=16 2=2048 9=2 -23310=1,7.002444e-02
+InnerProduct             Conv_56                  1 1 125 127 0=128 2=2048 9=4
+BinaryOp                 Mul_58                   2 1 120_splitncnn_0 127 128 0=2
+BinaryOp                 Add_59                   2 1 128 116 129
+PReLU                    PRelu_60                 1 1 129 131 0=128
+Split                    splitncnn_8              1 3 131 131_splitncnn_0 131_splitncnn_1 131_splitncnn_2
+Interp                   Resize_62                1 1 109_splitncnn_0 141 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_64                   1 1 141 143 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_9              1 2 143 143_splitncnn_0 143_splitncnn_1
+rife.Warp                Warp_70                  2 1 131_splitncnn_2 143_splitncnn_1 f3
+Convolution              Conv_71                  1 1 131_splitncnn_1 150 0=256 1=3 3=2 4=1 6=294912
+Convolution              Conv_72                  1 1 131_splitncnn_0 151 0=256 1=3 3=2 4=1 5=1 6=294912
+PReLU                    PRelu_73                 1 1 151 153 0=256
+Convolution              Conv_74                  1 1 153 154 0=256 1=3 4=1 5=1 6=589824
+Split                    splitncnn_10             1 2 154 154_splitncnn_0 154_splitncnn_1
+Pooling                  ReduceMean_76            1 1 154_splitncnn_1 156 0=1 4=1
+InnerProduct             Conv_77                  1 1 156 159 0=16 2=4096 9=2 -23310=1,6.568319e-02
+InnerProduct             Conv_79                  1 1 159 161 0=256 2=4096 9=4
+BinaryOp                 Mul_81                   2 1 154_splitncnn_0 161 162 0=2
+BinaryOp                 Add_82                   2 1 162 150 163
+PReLU                    PRelu_83                 1 1 163 165 0=256
+Interp                   Resize_85                1 1 143_splitncnn_0 175 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_87                   1 1 175 177 0=2 1=1 2=5.000000e-01
+rife.Warp                Warp_93                  2 1 165 177 f4

models/rife/rife-HD/flownet.param

@@ -0,0 +1,322 @@
+7767517
+320 386
+Input                    input0                   0 1 input0
+Input                    input1                   0 1 input1
+Concat                   input.1                  2 1 input0 input1 input.1
+Interp                   Resize_1                 1 1 input.1 454 0=2 1=5.000000e-01 2=5.000000e-01
+Split                    splitncnn_0              1 7 454 454_splitncnn_0 454_splitncnn_1 454_splitncnn_2 454_splitncnn_3 454_splitncnn_4 454_splitncnn_5 454_splitncnn_6
+Interp                   Resize_3                 1 1 454_splitncnn_6 464 0=2 1=1.250000e-01 2=1.250000e-01
+Convolution              Conv_4                   1 1 464 466 0=192 1=5 3=2 4=2 5=1 6=28800
+PReLU                    PRelu_6                  1 1 466 468 0=192
+Split                    splitncnn_1              1 2 468 468_splitncnn_0 468_splitncnn_1
+Convolution              Conv_7                   1 1 468_splitncnn_1 470 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_9                  1 1 470 472 0=192
+Convolution              Conv_10                  1 1 472 474 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_2              1 2 474 474_splitncnn_0 474_splitncnn_1
+Pooling                  ReduceMean_13            1 1 474_splitncnn_1 476 0=1 4=1
+InnerProduct             Conv_14                  1 1 476 479 0=16 2=3072 9=2 -23310=1,1.428942e-02
+InnerProduct             Conv_16                  1 1 479 481 0=192 2=3072 9=4
+BinaryOp                 Mul_18                   2 1 474_splitncnn_0 481 482 0=2
+BinaryOp                 Add_19                   2 1 482 468_splitncnn_0 483
+PReLU                    PRelu_20                 1 1 483 485 0=192
+Split                    splitncnn_3              1 2 485 485_splitncnn_0 485_splitncnn_1
+Convolution              Conv_21                  1 1 485_splitncnn_1 487 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_23                 1 1 487 489 0=192
+Convolution              Conv_24                  1 1 489 491 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_4              1 2 491 491_splitncnn_0 491_splitncnn_1
+Pooling                  ReduceMean_27            1 1 491_splitncnn_1 493 0=1 4=1
+InnerProduct             Conv_28                  1 1 493 496 0=16 2=3072 9=2 -23310=1,3.543398e-01
+InnerProduct             Conv_30                  1 1 496 498 0=192 2=3072 9=4
+BinaryOp                 Mul_32                   2 1 491_splitncnn_0 498 499 0=2
+BinaryOp                 Add_33                   2 1 499 485_splitncnn_0 500
+PReLU                    PRelu_34                 1 1 500 502 0=192
+Split                    splitncnn_5              1 2 502 502_splitncnn_0 502_splitncnn_1
+Convolution              Conv_35                  1 1 502_splitncnn_1 504 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_37                 1 1 504 506 0=192
+Convolution              Conv_38                  1 1 506 508 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_6              1 2 508 508_splitncnn_0 508_splitncnn_1
+Pooling                  ReduceMean_41            1 1 508_splitncnn_1 510 0=1 4=1
+InnerProduct             Conv_42                  1 1 510 513 0=16 2=3072 9=2 -23310=1,5.366787e-01
+InnerProduct             Conv_44                  1 1 513 515 0=192 2=3072 9=4
+BinaryOp                 Mul_46                   2 1 508_splitncnn_0 515 516 0=2
+BinaryOp                 Add_47                   2 1 516 502_splitncnn_0 517
+PReLU                    PRelu_48                 1 1 517 519 0=192
+Split                    splitncnn_7              1 2 519 519_splitncnn_0 519_splitncnn_1
+Convolution              Conv_49                  1 1 519_splitncnn_1 521 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_51                 1 1 521 523 0=192
+Convolution              Conv_52                  1 1 523 525 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_8              1 2 525 525_splitncnn_0 525_splitncnn_1
+Pooling                  ReduceMean_55            1 1 525_splitncnn_1 527 0=1 4=1
+InnerProduct             Conv_56                  1 1 527 530 0=16 2=3072 9=2 -23310=1,-4.889974e-03
+InnerProduct             Conv_58                  1 1 530 532 0=192 2=3072 9=4
+BinaryOp                 Mul_60                   2 1 525_splitncnn_0 532 533 0=2
+BinaryOp                 Add_61                   2 1 533 519_splitncnn_0 534
+PReLU                    PRelu_62                 1 1 534 536 0=192
+Split                    splitncnn_9              1 2 536 536_splitncnn_0 536_splitncnn_1
+Convolution              Conv_63                  1 1 536_splitncnn_1 538 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_65                 1 1 538 540 0=192
+Convolution              Conv_66                  1 1 540 542 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_10             1 2 542 542_splitncnn_0 542_splitncnn_1
+Pooling                  ReduceMean_69            1 1 542_splitncnn_1 544 0=1 4=1
+InnerProduct             Conv_70                  1 1 544 547 0=16 2=3072 9=2 -23310=1,-1.182169e-02
+InnerProduct             Conv_72                  1 1 547 549 0=192 2=3072 9=4
+BinaryOp                 Mul_74                   2 1 542_splitncnn_0 549 550 0=2
+BinaryOp                 Add_75                   2 1 550 536_splitncnn_0 551
+PReLU                    PRelu_76                 1 1 551 553 0=192
+Split                    splitncnn_11             1 2 553 553_splitncnn_0 553_splitncnn_1
+Convolution              Conv_77                  1 1 553_splitncnn_1 555 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_79                 1 1 555 557 0=192
+Convolution              Conv_80                  1 1 557 559 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_12             1 2 559 559_splitncnn_0 559_splitncnn_1
+Pooling                  ReduceMean_83            1 1 559_splitncnn_1 561 0=1 4=1
+InnerProduct             Conv_84                  1 1 561 564 0=16 2=3072 9=2 -23310=1,2.179182e-01
+InnerProduct             Conv_86                  1 1 564 566 0=192 2=3072 9=4
+BinaryOp                 Mul_88                   2 1 559_splitncnn_0 566 567 0=2
+BinaryOp                 Add_89                   2 1 567 553_splitncnn_0 568
+PReLU                    PRelu_90                 1 1 568 570 0=192
+Convolution              Conv_91                  1 1 570 571 0=8 1=3 4=1 5=1 6=13824
+PixelShuffle             DepthToSpace_92          1 1 571 572 0=2
+Interp                   Resize_94                1 1 572 582 0=2 1=8.000000e+00 2=8.000000e+00
+Split                    splitncnn_13             1 6 582 582_splitncnn_0 582_splitncnn_1 582_splitncnn_2 582_splitncnn_3 582_splitncnn_4 582_splitncnn_5
+Crop                     Slice_99                 1 1 454_splitncnn_5 587 -23309=1,0 -23310=1,3 -23311=1,0
+rife.Warp                Warp_105                 2 1 587 582_splitncnn_5 593
+Crop                     Slice_110                1 1 454_splitncnn_4 598 -23309=1,3 -23310=1,2147483647 -23311=1,0
+UnaryOp                  Neg_111                  1 1 582_splitncnn_4 599 0=1
+rife.Warp                Warp_117                 2 1 598 599 605
+Concat                   Concat_118               3 1 593 605 582_splitncnn_3 606
+Interp                   Resize_120               1 1 606 616 0=2 1=2.500000e-01 2=2.500000e-01
+Convolution              Conv_121                 1 1 616 618 0=128 1=5 3=2 4=2 5=1 6=25600
+PReLU                    PRelu_123                1 1 618 620 0=128
+Split                    splitncnn_14             1 2 620 620_splitncnn_0 620_splitncnn_1
+Convolution              Conv_124                 1 1 620_splitncnn_1 622 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_126                1 1 622 624 0=128
+Convolution              Conv_127                 1 1 624 626 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_15             1 2 626 626_splitncnn_0 626_splitncnn_1
+Pooling                  ReduceMean_130           1 1 626_splitncnn_1 628 0=1 4=1
+InnerProduct             Conv_131                 1 1 628 631 0=16 2=2048 9=2 -23310=1,-3.599843e-03
+InnerProduct             Conv_133                 1 1 631 633 0=128 2=2048 9=4
+BinaryOp                 Mul_135                  2 1 626_splitncnn_0 633 634 0=2
+BinaryOp                 Add_136                  2 1 634 620_splitncnn_0 635
+PReLU                    PRelu_137                1 1 635 637 0=128
+Split                    splitncnn_16             1 2 637 637_splitncnn_0 637_splitncnn_1
+Convolution              Conv_138                 1 1 637_splitncnn_1 639 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_140                1 1 639 641 0=128
+Convolution              Conv_141                 1 1 641 643 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_17             1 2 643 643_splitncnn_0 643_splitncnn_1
+Pooling                  ReduceMean_144           1 1 643_splitncnn_1 645 0=1 4=1
+InnerProduct             Conv_145                 1 1 645 648 0=16 2=2048 9=2 -23310=1,2.117399e-01
+InnerProduct             Conv_147                 1 1 648 650 0=128 2=2048 9=4
+BinaryOp                 Mul_149                  2 1 643_splitncnn_0 650 651 0=2
+BinaryOp                 Add_150                  2 1 651 637_splitncnn_0 652
+PReLU                    PRelu_151                1 1 652 654 0=128
+Split                    splitncnn_18             1 2 654 654_splitncnn_0 654_splitncnn_1
+Convolution              Conv_152                 1 1 654_splitncnn_1 656 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_154                1 1 656 658 0=128
+Convolution              Conv_155                 1 1 658 660 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_19             1 2 660 660_splitncnn_0 660_splitncnn_1
+Pooling                  ReduceMean_158           1 1 660_splitncnn_1 662 0=1 4=1
+InnerProduct             Conv_159                 1 1 662 665 0=16 2=2048 9=2 -23310=1,2.712289e-01
+InnerProduct             Conv_161                 1 1 665 667 0=128 2=2048 9=4
+BinaryOp                 Mul_163                  2 1 660_splitncnn_0 667 668 0=2
+BinaryOp                 Add_164                  2 1 668 654_splitncnn_0 669
+PReLU                    PRelu_165                1 1 669 671 0=128
+Split                    splitncnn_20             1 2 671 671_splitncnn_0 671_splitncnn_1
+Convolution              Conv_166                 1 1 671_splitncnn_1 673 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_168                1 1 673 675 0=128
+Convolution              Conv_169                 1 1 675 677 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_21             1 2 677 677_splitncnn_0 677_splitncnn_1
+Pooling                  ReduceMean_172           1 1 677_splitncnn_1 679 0=1 4=1
+InnerProduct             Conv_173                 1 1 679 682 0=16 2=2048 9=2 -23310=1,8.141350e-02
+InnerProduct             Conv_175                 1 1 682 684 0=128 2=2048 9=4
+BinaryOp                 Mul_177                  2 1 677_splitncnn_0 684 685 0=2
+BinaryOp                 Add_178                  2 1 685 671_splitncnn_0 686
+PReLU                    PRelu_179                1 1 686 688 0=128
+Split                    splitncnn_22             1 2 688 688_splitncnn_0 688_splitncnn_1
+Convolution              Conv_180                 1 1 688_splitncnn_1 690 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_182                1 1 690 692 0=128
+Convolution              Conv_183                 1 1 692 694 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_23             1 2 694 694_splitncnn_0 694_splitncnn_1
+Pooling                  ReduceMean_186           1 1 694_splitncnn_1 696 0=1 4=1
+InnerProduct             Conv_187                 1 1 696 699 0=16 2=2048 9=2 -23310=1,4.956326e-02
+InnerProduct             Conv_189                 1 1 699 701 0=128 2=2048 9=4
+BinaryOp                 Mul_191                  2 1 694_splitncnn_0 701 702 0=2
+BinaryOp                 Add_192                  2 1 702 688_splitncnn_0 703
+PReLU                    PRelu_193                1 1 703 705 0=128
+Split                    splitncnn_24             1 2 705 705_splitncnn_0 705_splitncnn_1
+Convolution              Conv_194                 1 1 705_splitncnn_1 707 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_196                1 1 707 709 0=128
+Convolution              Conv_197                 1 1 709 711 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_25             1 2 711 711_splitncnn_0 711_splitncnn_1
+Pooling                  ReduceMean_200           1 1 711_splitncnn_1 713 0=1 4=1
+InnerProduct             Conv_201                 1 1 713 716 0=16 2=2048 9=2 -23310=1,1.553750e-01
+InnerProduct             Conv_203                 1 1 716 718 0=128 2=2048 9=4
+BinaryOp                 Mul_205                  2 1 711_splitncnn_0 718 719 0=2
+BinaryOp                 Add_206                  2 1 719 705_splitncnn_0 720
+PReLU                    PRelu_207                1 1 720 722 0=128
+Convolution              Conv_208                 1 1 722 723 0=8 1=3 4=1 5=1 6=9216
+PixelShuffle             DepthToSpace_209         1 1 723 724 0=2
+Interp                   Resize_211               1 1 724 734 0=2 1=4.000000e+00 2=4.000000e+00
+Split                    splitncnn_26             1 3 734 734_splitncnn_0 734_splitncnn_1 734_splitncnn_2
+BinaryOp                 Add_212                  2 1 582_splitncnn_2 734_splitncnn_2 735
+Split                    splitncnn_27             1 3 735 735_splitncnn_0 735_splitncnn_1 735_splitncnn_2
+Crop                     Slice_217                1 1 454_splitncnn_3 740 -23309=1,0 -23310=1,3 -23311=1,0
+rife.Warp                Warp_223                 2 1 740 735_splitncnn_2 746
+Crop                     Slice_228                1 1 454_splitncnn_2 751 -23309=1,3 -23310=1,2147483647 -23311=1,0
+UnaryOp                  Neg_229                  1 1 735_splitncnn_1 752 0=1
+rife.Warp                Warp_235                 2 1 751 752 758
+Concat                   Concat_236               3 1 746 758 735_splitncnn_0 759
+Interp                   Resize_238               1 1 759 769 0=2 1=5.000000e-01 2=5.000000e-01
+Convolution              Conv_239                 1 1 769 771 0=96 1=5 3=2 4=2 5=1 6=19200
+PReLU                    PRelu_241                1 1 771 773 0=96
+Split                    splitncnn_28             1 2 773 773_splitncnn_0 773_splitncnn_1
+Convolution              Conv_242                 1 1 773_splitncnn_1 775 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_244                1 1 775 777 0=96
+Convolution              Conv_245                 1 1 777 779 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_29             1 2 779 779_splitncnn_0 779_splitncnn_1
+Pooling                  ReduceMean_248           1 1 779_splitncnn_1 781 0=1 4=1
+InnerProduct             Conv_249                 1 1 781 784 0=16 2=1536 9=2 -23310=1,1.670981e-03
+InnerProduct             Conv_251                 1 1 784 786 0=96 2=1536 9=4
+BinaryOp                 Mul_253                  2 1 779_splitncnn_0 786 787 0=2
+BinaryOp                 Add_254                  2 1 787 773_splitncnn_0 788
+PReLU                    PRelu_255                1 1 788 790 0=96
+Split                    splitncnn_30             1 2 790 790_splitncnn_0 790_splitncnn_1
+Convolution              Conv_256                 1 1 790_splitncnn_1 792 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_258                1 1 792 794 0=96
+Convolution              Conv_259                 1 1 794 796 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_31             1 2 796 796_splitncnn_0 796_splitncnn_1
+Pooling                  ReduceMean_262           1 1 796_splitncnn_1 798 0=1 4=1
+InnerProduct             Conv_263                 1 1 798 801 0=16 2=1536 9=2 -23310=1,3.868800e-01
+InnerProduct             Conv_265                 1 1 801 803 0=96 2=1536 9=4
+BinaryOp                 Mul_267                  2 1 796_splitncnn_0 803 804 0=2
+BinaryOp                 Add_268                  2 1 804 790_splitncnn_0 805
+PReLU                    PRelu_269                1 1 805 807 0=96
+Split                    splitncnn_32             1 2 807 807_splitncnn_0 807_splitncnn_1
+Convolution              Conv_270                 1 1 807_splitncnn_1 809 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_272                1 1 809 811 0=96
+Convolution              Conv_273                 1 1 811 813 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_33             1 2 813 813_splitncnn_0 813_splitncnn_1
+Pooling                  ReduceMean_276           1 1 813_splitncnn_1 815 0=1 4=1
+InnerProduct             Conv_277                 1 1 815 818 0=16 2=1536 9=2 -23310=1,3.475277e-01
+InnerProduct             Conv_279                 1 1 818 820 0=96 2=1536 9=4
+BinaryOp                 Mul_281                  2 1 813_splitncnn_0 820 821 0=2
+BinaryOp                 Add_282                  2 1 821 807_splitncnn_0 822
+PReLU                    PRelu_283                1 1 822 824 0=96
+Split                    splitncnn_34             1 2 824 824_splitncnn_0 824_splitncnn_1
+Convolution              Conv_284                 1 1 824_splitncnn_1 826 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_286                1 1 826 828 0=96
+Convolution              Conv_287                 1 1 828 830 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_35             1 2 830 830_splitncnn_0 830_splitncnn_1
+Pooling                  ReduceMean_290           1 1 830_splitncnn_1 832 0=1 4=1
+InnerProduct             Conv_291                 1 1 832 835 0=16 2=1536 9=2 -23310=1,7.044167e-02
+InnerProduct             Conv_293                 1 1 835 837 0=96 2=1536 9=4
+BinaryOp                 Mul_295                  2 1 830_splitncnn_0 837 838 0=2
+BinaryOp                 Add_296                  2 1 838 824_splitncnn_0 839
+PReLU                    PRelu_297                1 1 839 841 0=96
+Split                    splitncnn_36             1 2 841 841_splitncnn_0 841_splitncnn_1
+Convolution              Conv_298                 1 1 841_splitncnn_1 843 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_300                1 1 843 845 0=96
+Convolution              Conv_301                 1 1 845 847 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_37             1 2 847 847_splitncnn_0 847_splitncnn_1
+Pooling                  ReduceMean_304           1 1 847_splitncnn_1 849 0=1 4=1
+InnerProduct             Conv_305                 1 1 849 852 0=16 2=1536 9=2 -23310=1,1.834324e-01
+InnerProduct             Conv_307                 1 1 852 854 0=96 2=1536 9=4
+BinaryOp                 Mul_309                  2 1 847_splitncnn_0 854 855 0=2
+BinaryOp                 Add_310                  2 1 855 841_splitncnn_0 856
+PReLU                    PRelu_311                1 1 856 858 0=96
+Split                    splitncnn_38             1 2 858 858_splitncnn_0 858_splitncnn_1
+Convolution              Conv_312                 1 1 858_splitncnn_1 860 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_314                1 1 860 862 0=96
+Convolution              Conv_315                 1 1 862 864 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_39             1 2 864 864_splitncnn_0 864_splitncnn_1
+Pooling                  ReduceMean_318           1 1 864_splitncnn_1 866 0=1 4=1
+InnerProduct             Conv_319                 1 1 866 869 0=16 2=1536 9=2 -23310=1,3.572731e-01
+InnerProduct             Conv_321                 1 1 869 871 0=96 2=1536 9=4
+BinaryOp                 Mul_323                  2 1 864_splitncnn_0 871 872 0=2
+BinaryOp                 Add_324                  2 1 872 858_splitncnn_0 873
+PReLU                    PRelu_325                1 1 873 875 0=96
+Convolution              Conv_326                 1 1 875 876 0=8 1=3 4=1 5=1 6=6912
+PixelShuffle             DepthToSpace_327         1 1 876 877 0=2
+Interp                   Resize_329               1 1 877 887 0=2 1=2.000000e+00 2=2.000000e+00
+Split                    splitncnn_40             1 2 887 887_splitncnn_0 887_splitncnn_1
+BinaryOp                 Add_330                  2 1 582_splitncnn_1 734_splitncnn_1 888
+BinaryOp                 Add_331                  2 1 888 887_splitncnn_1 889
+Split                    splitncnn_41             1 3 889 889_splitncnn_0 889_splitncnn_1 889_splitncnn_2
+Crop                     Slice_336                1 1 454_splitncnn_1 894 -23309=1,0 -23310=1,3 -23311=1,0
+rife.Warp                Warp_342                 2 1 894 889_splitncnn_2 900
+Crop                     Slice_347                1 1 454_splitncnn_0 905 -23309=1,3 -23310=1,2147483647 -23311=1,0
+UnaryOp                  Neg_348                  1 1 889_splitncnn_1 906 0=1
+rife.Warp                Warp_354                 2 1 905 906 912
+Concat                   Concat_355               3 1 900 912 889_splitncnn_0 913
+Convolution              Conv_356                 1 1 913 915 0=48 1=5 3=2 4=2 5=1 6=9600
+PReLU                    PRelu_358                1 1 915 917 0=48
+Split                    splitncnn_42             1 2 917 917_splitncnn_0 917_splitncnn_1
+Convolution              Conv_359                 1 1 917_splitncnn_1 919 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_361                1 1 919 921 0=48
+Convolution              Conv_362                 1 1 921 923 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_43             1 2 923 923_splitncnn_0 923_splitncnn_1
+Pooling                  ReduceMean_365           1 1 923_splitncnn_1 925 0=1 4=1
+InnerProduct             Conv_366                 1 1 925 928 0=16 2=768 9=2 -23310=1,2.075541e-02
+InnerProduct             Conv_368                 1 1 928 930 0=48 2=768 9=4
+BinaryOp                 Mul_370                  2 1 923_splitncnn_0 930 931 0=2
+BinaryOp                 Add_371                  2 1 931 917_splitncnn_0 932
+PReLU                    PRelu_372                1 1 932 934 0=48
+Split                    splitncnn_44             1 2 934 934_splitncnn_0 934_splitncnn_1
+Convolution              Conv_373                 1 1 934_splitncnn_1 936 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_375                1 1 936 938 0=48
+Convolution              Conv_376                 1 1 938 940 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_45             1 2 940 940_splitncnn_0 940_splitncnn_1
+Pooling                  ReduceMean_379           1 1 940_splitncnn_1 942 0=1 4=1
+InnerProduct             Conv_380                 1 1 942 945 0=16 2=768 9=2 -23310=1,7.201483e-01
+InnerProduct             Conv_382                 1 1 945 947 0=48 2=768 9=4
+BinaryOp                 Mul_384                  2 1 940_splitncnn_0 947 948 0=2
+BinaryOp                 Add_385                  2 1 948 934_splitncnn_0 949
+PReLU                    PRelu_386                1 1 949 951 0=48
+Split                    splitncnn_46             1 2 951 951_splitncnn_0 951_splitncnn_1
+Convolution              Conv_387                 1 1 951_splitncnn_1 953 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_389                1 1 953 955 0=48
+Convolution              Conv_390                 1 1 955 957 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_47             1 2 957 957_splitncnn_0 957_splitncnn_1
+Pooling                  ReduceMean_393           1 1 957_splitncnn_1 959 0=1 4=1
+InnerProduct             Conv_394                 1 1 959 962 0=16 2=768 9=2 -23310=1,2.671039e-01
+InnerProduct             Conv_396                 1 1 962 964 0=48 2=768 9=4
+BinaryOp                 Mul_398                  2 1 957_splitncnn_0 964 965 0=2
+BinaryOp                 Add_399                  2 1 965 951_splitncnn_0 966
+PReLU                    PRelu_400                1 1 966 968 0=48
+Split                    splitncnn_48             1 2 968 968_splitncnn_0 968_splitncnn_1
+Convolution              Conv_401                 1 1 968_splitncnn_1 970 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_403                1 1 970 972 0=48
+Convolution              Conv_404                 1 1 972 974 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_49             1 2 974 974_splitncnn_0 974_splitncnn_1
+Pooling                  ReduceMean_407           1 1 974_splitncnn_1 976 0=1 4=1
+InnerProduct             Conv_408                 1 1 976 979 0=16 2=768 9=2 -23310=1,1.908224e-01
+InnerProduct             Conv_410                 1 1 979 981 0=48 2=768 9=4
+BinaryOp                 Mul_412                  2 1 974_splitncnn_0 981 982 0=2
+BinaryOp                 Add_413                  2 1 982 968_splitncnn_0 983
+PReLU                    PRelu_414                1 1 983 985 0=48
+Split                    splitncnn_50             1 2 985 985_splitncnn_0 985_splitncnn_1
+Convolution              Conv_415                 1 1 985_splitncnn_1 987 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_417                1 1 987 989 0=48
+Convolution              Conv_418                 1 1 989 991 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_51             1 2 991 991_splitncnn_0 991_splitncnn_1
+Pooling                  ReduceMean_421           1 1 991_splitncnn_1 993 0=1 4=1
+InnerProduct             Conv_422                 1 1 993 996 0=16 2=768 9=2 -23310=1,6.525763e-01
+InnerProduct             Conv_424                 1 1 996 998 0=48 2=768 9=4
+BinaryOp                 Mul_426                  2 1 991_splitncnn_0 998 999 0=2
+BinaryOp                 Add_427                  2 1 999 985_splitncnn_0 1000
+PReLU                    PRelu_428                1 1 1000 1002 0=48
+Split                    splitncnn_52             1 2 1002 1002_splitncnn_0 1002_splitncnn_1
+Convolution              Conv_429                 1 1 1002_splitncnn_1 1004 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_431                1 1 1004 1006 0=48
+Convolution              Conv_432                 1 1 1006 1008 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_53             1 2 1008 1008_splitncnn_0 1008_splitncnn_1
+Pooling                  ReduceMean_435           1 1 1008_splitncnn_1 1010 0=1 4=1
+InnerProduct             Conv_436                 1 1 1010 1013 0=16 2=768 9=2 -23310=1,5.485489e-01
+InnerProduct             Conv_438                 1 1 1013 1015 0=48 2=768 9=4
+BinaryOp                 Mul_440                  2 1 1008_splitncnn_0 1015 1016 0=2
+BinaryOp                 Add_441                  2 1 1016 1002_splitncnn_0 1017
+PReLU                    PRelu_442                1 1 1017 1019 0=48
+Convolution              Conv_443                 1 1 1019 1020 0=8 1=3 4=1 5=1 6=3456
+PixelShuffle             DepthToSpace_444         1 1 1020 1021 0=2
+BinaryOp                 Add_445                  2 1 582_splitncnn_0 734_splitncnn_0 1022
+BinaryOp                 Add_446                  2 1 1022 887_splitncnn_0 1023
+BinaryOp                 Add_447                  2 1 1023 1021 flow

models/rife/rife-HD/fusionnet.param

@@ -0,0 +1,105 @@
+7767517
+103 120
+Input                    img0                     0 1 img0
+Input                    img1                     0 1 img1
+Input                    flow                     0 1 flow
+Input                    3                        0 1 3
+Input                    4                        0 1 4
+Input                    5                        0 1 5
+Input                    6                        0 1 6
+Input                    7                        0 1 7
+Input                    8                        0 1 8
+Input                    9                        0 1 9
+Input                    10                       0 1 10
+Interp                   Resize_1                 1 1 flow 77 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_3                    1 1 77 79 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_0              1 3 79 79_splitncnn_0 79_splitncnn_1 79_splitncnn_2
+rife.Warp                Warp_9                   2 1 img0 79_splitncnn_2 85
+Split                    splitncnn_1              1 2 85 85_splitncnn_0 85_splitncnn_1
+UnaryOp                  Neg_10                   1 1 79_splitncnn_1 86 0=1
+rife.Warp                Warp_16                  2 1 img1 86 92
+Split                    splitncnn_2              1 2 92 92_splitncnn_0 92_splitncnn_1
+Concat                   Concat_17                3 1 85_splitncnn_1 92_splitncnn_1 79_splitncnn_0 93
+Convolution              Conv_18                  1 1 93 94 0=32 1=3 3=2 4=1 5=1 6=2304
+PReLU                    PRelu_19                 1 1 94 96 0=32
+Split                    splitncnn_3              1 2 96 96_splitncnn_0 96_splitncnn_1
+Convolution              Conv_20                  1 1 96_splitncnn_1 97 0=64 1=3 3=2 4=1 6=18432
+Convolution              Conv_21                  1 1 96_splitncnn_0 98 0=64 1=3 3=2 4=1 5=1 6=18432
+PReLU                    PRelu_22                 1 1 98 100 0=64
+Convolution              Conv_23                  1 1 100 101 0=64 1=3 4=1 5=1 6=36864
+Split                    splitncnn_4              1 2 101 101_splitncnn_0 101_splitncnn_1
+Pooling                  ReduceMean_25            1 1 101_splitncnn_1 103 0=1 4=1
+InnerProduct             Conv_26                  1 1 103 106 0=16 2=1024 9=2 -23310=1,1.541520e-01
+InnerProduct             Conv_28                  1 1 106 108 0=64 2=1024 9=4
+BinaryOp                 Mul_30                   2 1 101_splitncnn_0 108 109 0=2
+BinaryOp                 Add_31                   2 1 109 97 110
+PReLU                    PRelu_32                 1 1 110 112 0=64
+Split                    splitncnn_5              1 2 112 112_splitncnn_0 112_splitncnn_1
+Concat                   Concat_33                3 1 112_splitncnn_1 3 7 113
+Split                    splitncnn_6              1 2 113 113_splitncnn_0 113_splitncnn_1
+Convolution              Conv_34                  1 1 113_splitncnn_1 114 0=128 1=3 3=2 4=1 6=147456
+Convolution              Conv_35                  1 1 113_splitncnn_0 115 0=128 1=3 3=2 4=1 5=1 6=147456
+PReLU                    PRelu_36                 1 1 115 117 0=128
+Convolution              Conv_37                  1 1 117 118 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_7              1 2 118 118_splitncnn_0 118_splitncnn_1
+Pooling                  ReduceMean_39            1 1 118_splitncnn_1 120 0=1 4=1
+InnerProduct             Conv_40                  1 1 120 123 0=16 2=2048 9=2 -23310=1,4.722085e-02
+InnerProduct             Conv_42                  1 1 123 125 0=128 2=2048 9=4
+BinaryOp                 Mul_44                   2 1 118_splitncnn_0 125 126 0=2
+BinaryOp                 Add_45                   2 1 126 114 127
+PReLU                    PRelu_46                 1 1 127 129 0=128
+Split                    splitncnn_8              1 2 129 129_splitncnn_0 129_splitncnn_1
+Concat                   Concat_47                3 1 129_splitncnn_1 4 8 130
+Split                    splitncnn_9              1 2 130 130_splitncnn_0 130_splitncnn_1
+Convolution              Conv_48                  1 1 130_splitncnn_1 131 0=256 1=3 3=2 4=1 6=589824
+Convolution              Conv_49                  1 1 130_splitncnn_0 132 0=256 1=3 3=2 4=1 5=1 6=589824
+PReLU                    PRelu_50                 1 1 132 134 0=256
+Convolution              Conv_51                  1 1 134 135 0=256 1=3 4=1 5=1 6=589824
+Split                    splitncnn_10             1 2 135 135_splitncnn_0 135_splitncnn_1
+Pooling                  ReduceMean_53            1 1 135_splitncnn_1 137 0=1 4=1
+InnerProduct             Conv_54                  1 1 137 140 0=16 2=4096 9=2 -23310=1,8.144739e-02
+InnerProduct             Conv_56                  1 1 140 142 0=256 2=4096 9=4
+BinaryOp                 Mul_58                   2 1 135_splitncnn_0 142 143 0=2
+BinaryOp                 Add_59                   2 1 143 131 144
+PReLU                    PRelu_60                 1 1 144 146 0=256
+Split                    splitncnn_11             1 2 146 146_splitncnn_0 146_splitncnn_1
+Concat                   Concat_61                3 1 146_splitncnn_1 5 9 147
+Split                    splitncnn_12             1 2 147 147_splitncnn_0 147_splitncnn_1
+Convolution              Conv_62                  1 1 147_splitncnn_1 148 0=512 1=3 3=2 4=1 6=2359296
+Convolution              Conv_63                  1 1 147_splitncnn_0 149 0=512 1=3 3=2 4=1 5=1 6=2359296
+PReLU                    PRelu_64                 1 1 149 151 0=512
+Convolution              Conv_65                  1 1 151 152 0=512 1=3 4=1 5=1 6=2359296
+Split                    splitncnn_13             1 2 152 152_splitncnn_0 152_splitncnn_1
+Pooling                  ReduceMean_67            1 1 152_splitncnn_1 154 0=1 4=1
+InnerProduct             Conv_68                  1 1 154 157 0=16 2=8192 9=2 -23310=1,7.700763e-02
+InnerProduct             Conv_70                  1 1 157 159 0=512 2=8192 9=4
+BinaryOp                 Mul_72                   2 1 152_splitncnn_0 159 160 0=2
+BinaryOp                 Add_73                   2 1 160 148 161
+PReLU                    PRelu_74                 1 1 161 163 0=512
+Concat                   Concat_75                3 1 163 6 10 164
+Deconvolution            ConvTranspose_76         1 1 164 165 0=256 1=4 3=2 4=1 5=1 6=4194304
+PReLU                    PRelu_77                 1 1 165 167 0=256
+Concat                   Concat_78                2 1 167 146_splitncnn_0 168
+Deconvolution            ConvTranspose_79         1 1 168 169 0=128 1=4 3=2 4=1 5=1 6=1048576
+PReLU                    PRelu_80                 1 1 169 171 0=128
+Concat                   Concat_81                2 1 171 129_splitncnn_0 172
+Deconvolution            ConvTranspose_82         1 1 172 173 0=64 1=4 3=2 4=1 5=1 6=262144
+PReLU                    PRelu_83                 1 1 173 175 0=64
+Concat                   Concat_84                2 1 175 112_splitncnn_0 176
+Deconvolution            ConvTranspose_85         1 1 176 177 0=32 1=4 3=2 4=1 5=1 6=65536
+PReLU                    PRelu_86                 1 1 177 179 0=32
+Convolution              Conv_87                  1 1 179 180 0=16 1=3 4=1 5=1 6=4608
+PixelShuffle             DepthToSpace_88          1 1 180 181 0=2
+Sigmoid                  Sigmoid_89               1 1 181 182
+Split                    splitncnn_14             1 2 182 182_splitncnn_0 182_splitncnn_1
+Crop                     Slice_94                 1 1 182_splitncnn_1 187 -23309=1,0 -23310=1,3 -23311=1,0
+BinaryOp                 Mul_96                   1 1 187 189 0=2 1=1 2=2.000000e+00
+BinaryOp                 Sub_98                   1 1 189 191 0=1 1=1 2=1.000000e+00
+Crop                     Slice_103                1 1 182_splitncnn_0 196 -23309=1,3 -23310=1,4 -23311=1,0
+Split                    splitncnn_15             1 2 196 196_splitncnn_0 196_splitncnn_1
+BinaryOp                 Mul_104                  2 1 85_splitncnn_0 196_splitncnn_1 197 0=2
+BinaryOp                 Sub_106                  1 1 196_splitncnn_0 199 0=7 1=1 2=1.000000e+00
+BinaryOp                 Mul_107                  2 1 92_splitncnn_0 199 200 0=2
+BinaryOp                 Add_108                  2 1 197 200 201
+BinaryOp                 Add_109                  2 1 201 191 202
+Clip                     Clip_110                 1 1 202 output 0=0.000000e+00 1=1.000000e+00

models/rife/rife-UHD/contextnet.param

@@ -0,0 +1,70 @@
+7767517
+68 82
+Input                    input.1                  0 1 input.1
+Input                    flow.1                   0 1 flow.1
+UnaryOp                  flow.0                   1 1 flow.1 flow.0 0=1
+Convolution              Conv_0                   1 1 input.1 45 0=32 1=3 3=2 4=1 5=1 6=864
+PReLU                    PRelu_1                  1 1 45 47 0=32
+Split                    splitncnn_0              1 2 47 47_splitncnn_0 47_splitncnn_1
+Convolution              Conv_2                   1 1 47_splitncnn_1 48 0=32 1=3 3=2 4=1 6=9216
+Convolution              Conv_3                   1 1 47_splitncnn_0 49 0=32 1=3 3=2 4=1 5=1 6=9216
+PReLU                    PRelu_4                  1 1 49 51 0=32
+Convolution              Conv_5                   1 1 51 52 0=32 1=3 4=1 5=1 6=9216
+Split                    splitncnn_1              1 2 52 52_splitncnn_0 52_splitncnn_1
+Pooling                  ReduceMean_7             1 1 52_splitncnn_1 54 0=1 4=1
+InnerProduct             Conv_8                   1 1 54 57 0=16 2=512 9=2 -23310=1,1.143919e+00
+InnerProduct             Conv_10                  1 1 57 59 0=32 2=512 9=4
+BinaryOp                 Mul_12                   2 1 52_splitncnn_0 59 60 0=2
+BinaryOp                 Add_13                   2 1 60 48 61
+PReLU                    PRelu_14                 1 1 61 63 0=32
+Split                    splitncnn_2              1 3 63 63_splitncnn_0 63_splitncnn_1 63_splitncnn_2
+Interp                   Resize_16                1 1 flow.0 73 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_18                   1 1 73 75 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_3              1 2 75 75_splitncnn_0 75_splitncnn_1
+rife.Warp                Warp_24                  2 1 63_splitncnn_2 75_splitncnn_1 f1
+Convolution              Conv_25                  1 1 63_splitncnn_1 82 0=64 1=3 3=2 4=1 6=18432
+Convolution              Conv_26                  1 1 63_splitncnn_0 83 0=64 1=3 3=2 4=1 5=1 6=18432
+PReLU                    PRelu_27                 1 1 83 85 0=64
+Convolution              Conv_28                  1 1 85 86 0=64 1=3 4=1 5=1 6=36864
+Split                    splitncnn_4              1 2 86 86_splitncnn_0 86_splitncnn_1
+Pooling                  ReduceMean_30            1 1 86_splitncnn_1 88 0=1 4=1
+InnerProduct             Conv_31                  1 1 88 91 0=16 2=1024 9=2 -23310=1,3.006833e-01
+InnerProduct             Conv_33                  1 1 91 93 0=64 2=1024 9=4
+BinaryOp                 Mul_35                   2 1 86_splitncnn_0 93 94 0=2
+BinaryOp                 Add_36                   2 1 94 82 95
+PReLU                    PRelu_37                 1 1 95 97 0=64
+Split                    splitncnn_5              1 3 97 97_splitncnn_0 97_splitncnn_1 97_splitncnn_2
+Interp                   Resize_39                1 1 75_splitncnn_0 107 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_41                   1 1 107 109 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_6              1 2 109 109_splitncnn_0 109_splitncnn_1
+rife.Warp                Warp_47                  2 1 97_splitncnn_2 109_splitncnn_1 f2
+Convolution              Conv_48                  1 1 97_splitncnn_1 116 0=128 1=3 3=2 4=1 6=73728
+Convolution              Conv_49                  1 1 97_splitncnn_0 117 0=128 1=3 3=2 4=1 5=1 6=73728
+PReLU                    PRelu_50                 1 1 117 119 0=128
+Convolution              Conv_51                  1 1 119 120 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_7              1 2 120 120_splitncnn_0 120_splitncnn_1
+Pooling                  ReduceMean_53            1 1 120_splitncnn_1 122 0=1 4=1
+InnerProduct             Conv_54                  1 1 122 125 0=16 2=2048 9=2 -23310=1,7.002444e-02
+InnerProduct             Conv_56                  1 1 125 127 0=128 2=2048 9=4
+BinaryOp                 Mul_58                   2 1 120_splitncnn_0 127 128 0=2
+BinaryOp                 Add_59                   2 1 128 116 129
+PReLU                    PRelu_60                 1 1 129 131 0=128
+Split                    splitncnn_8              1 3 131 131_splitncnn_0 131_splitncnn_1 131_splitncnn_2
+Interp                   Resize_62                1 1 109_splitncnn_0 141 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_64                   1 1 141 143 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_9              1 2 143 143_splitncnn_0 143_splitncnn_1
+rife.Warp                Warp_70                  2 1 131_splitncnn_2 143_splitncnn_1 f3
+Convolution              Conv_71                  1 1 131_splitncnn_1 150 0=256 1=3 3=2 4=1 6=294912
+Convolution              Conv_72                  1 1 131_splitncnn_0 151 0=256 1=3 3=2 4=1 5=1 6=294912
+PReLU                    PRelu_73                 1 1 151 153 0=256
+Convolution              Conv_74                  1 1 153 154 0=256 1=3 4=1 5=1 6=589824
+Split                    splitncnn_10             1 2 154 154_splitncnn_0 154_splitncnn_1
+Pooling                  ReduceMean_76            1 1 154_splitncnn_1 156 0=1 4=1
+InnerProduct             Conv_77                  1 1 156 159 0=16 2=4096 9=2 -23310=1,6.568319e-02
+InnerProduct             Conv_79                  1 1 159 161 0=256 2=4096 9=4
+BinaryOp                 Mul_81                   2 1 154_splitncnn_0 161 162 0=2
+BinaryOp                 Add_82                   2 1 162 150 163
+PReLU                    PRelu_83                 1 1 163 165 0=256
+Interp                   Resize_85                1 1 143_splitncnn_0 175 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_87                   1 1 175 177 0=2 1=1 2=5.000000e-01
+rife.Warp                Warp_93                  2 1 165 177 f4

models/rife/rife-UHD/flownet.param

@@ -0,0 +1,322 @@
+7767517
+320 386
+Input                    input0                   0 1 input0
+Input                    input1                   0 1 input1
+Concat                   input.1                  2 1 input0 input1 input.1
+Interp                   Resize_1                 1 1 input.1 454 0=2 1=5.000000e-01 2=5.000000e-01
+Split                    splitncnn_0              1 7 454 454_splitncnn_0 454_splitncnn_1 454_splitncnn_2 454_splitncnn_3 454_splitncnn_4 454_splitncnn_5 454_splitncnn_6
+Interp                   Resize_3                 1 1 454_splitncnn_6 464 0=2 1=1.250000e-01 2=1.250000e-01
+Convolution              Conv_4                   1 1 464 466 0=192 1=5 3=2 4=2 5=1 6=28800
+PReLU                    PRelu_6                  1 1 466 468 0=192
+Split                    splitncnn_1              1 2 468 468_splitncnn_0 468_splitncnn_1
+Convolution              Conv_7                   1 1 468_splitncnn_1 470 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_9                  1 1 470 472 0=192
+Convolution              Conv_10                  1 1 472 474 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_2              1 2 474 474_splitncnn_0 474_splitncnn_1
+Pooling                  ReduceMean_13            1 1 474_splitncnn_1 476 0=1 4=1
+InnerProduct             Conv_14                  1 1 476 479 0=16 2=3072 9=2 -23310=1,1.428942e-02
+InnerProduct             Conv_16                  1 1 479 481 0=192 2=3072 9=4
+BinaryOp                 Mul_18                   2 1 474_splitncnn_0 481 482 0=2
+BinaryOp                 Add_19                   2 1 482 468_splitncnn_0 483
+PReLU                    PRelu_20                 1 1 483 485 0=192
+Split                    splitncnn_3              1 2 485 485_splitncnn_0 485_splitncnn_1
+Convolution              Conv_21                  1 1 485_splitncnn_1 487 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_23                 1 1 487 489 0=192
+Convolution              Conv_24                  1 1 489 491 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_4              1 2 491 491_splitncnn_0 491_splitncnn_1
+Pooling                  ReduceMean_27            1 1 491_splitncnn_1 493 0=1 4=1
+InnerProduct             Conv_28                  1 1 493 496 0=16 2=3072 9=2 -23310=1,3.543398e-01
+InnerProduct             Conv_30                  1 1 496 498 0=192 2=3072 9=4
+BinaryOp                 Mul_32                   2 1 491_splitncnn_0 498 499 0=2
+BinaryOp                 Add_33                   2 1 499 485_splitncnn_0 500
+PReLU                    PRelu_34                 1 1 500 502 0=192
+Split                    splitncnn_5              1 2 502 502_splitncnn_0 502_splitncnn_1
+Convolution              Conv_35                  1 1 502_splitncnn_1 504 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_37                 1 1 504 506 0=192
+Convolution              Conv_38                  1 1 506 508 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_6              1 2 508 508_splitncnn_0 508_splitncnn_1
+Pooling                  ReduceMean_41            1 1 508_splitncnn_1 510 0=1 4=1
+InnerProduct             Conv_42                  1 1 510 513 0=16 2=3072 9=2 -23310=1,5.366787e-01
+InnerProduct             Conv_44                  1 1 513 515 0=192 2=3072 9=4
+BinaryOp                 Mul_46                   2 1 508_splitncnn_0 515 516 0=2
+BinaryOp                 Add_47                   2 1 516 502_splitncnn_0 517
+PReLU                    PRelu_48                 1 1 517 519 0=192
+Split                    splitncnn_7              1 2 519 519_splitncnn_0 519_splitncnn_1
+Convolution              Conv_49                  1 1 519_splitncnn_1 521 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_51                 1 1 521 523 0=192
+Convolution              Conv_52                  1 1 523 525 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_8              1 2 525 525_splitncnn_0 525_splitncnn_1
+Pooling                  ReduceMean_55            1 1 525_splitncnn_1 527 0=1 4=1
+InnerProduct             Conv_56                  1 1 527 530 0=16 2=3072 9=2 -23310=1,-4.889974e-03
+InnerProduct             Conv_58                  1 1 530 532 0=192 2=3072 9=4
+BinaryOp                 Mul_60                   2 1 525_splitncnn_0 532 533 0=2
+BinaryOp                 Add_61                   2 1 533 519_splitncnn_0 534
+PReLU                    PRelu_62                 1 1 534 536 0=192
+Split                    splitncnn_9              1 2 536 536_splitncnn_0 536_splitncnn_1
+Convolution              Conv_63                  1 1 536_splitncnn_1 538 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_65                 1 1 538 540 0=192
+Convolution              Conv_66                  1 1 540 542 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_10             1 2 542 542_splitncnn_0 542_splitncnn_1
+Pooling                  ReduceMean_69            1 1 542_splitncnn_1 544 0=1 4=1
+InnerProduct             Conv_70                  1 1 544 547 0=16 2=3072 9=2 -23310=1,-1.182169e-02
+InnerProduct             Conv_72                  1 1 547 549 0=192 2=3072 9=4
+BinaryOp                 Mul_74                   2 1 542_splitncnn_0 549 550 0=2
+BinaryOp                 Add_75                   2 1 550 536_splitncnn_0 551
+PReLU                    PRelu_76                 1 1 551 553 0=192
+Split                    splitncnn_11             1 2 553 553_splitncnn_0 553_splitncnn_1
+Convolution              Conv_77                  1 1 553_splitncnn_1 555 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_79                 1 1 555 557 0=192
+Convolution              Conv_80                  1 1 557 559 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_12             1 2 559 559_splitncnn_0 559_splitncnn_1
+Pooling                  ReduceMean_83            1 1 559_splitncnn_1 561 0=1 4=1
+InnerProduct             Conv_84                  1 1 561 564 0=16 2=3072 9=2 -23310=1,2.179182e-01
+InnerProduct             Conv_86                  1 1 564 566 0=192 2=3072 9=4
+BinaryOp                 Mul_88                   2 1 559_splitncnn_0 566 567 0=2
+BinaryOp                 Add_89                   2 1 567 553_splitncnn_0 568
+PReLU                    PRelu_90                 1 1 568 570 0=192
+Convolution              Conv_91                  1 1 570 571 0=8 1=3 4=1 5=1 6=13824
+PixelShuffle             DepthToSpace_92          1 1 571 572 0=2
+Interp                   Resize_94                1 1 572 582 0=2 1=8.000000e+00 2=8.000000e+00
+Split                    splitncnn_13             1 6 582 582_splitncnn_0 582_splitncnn_1 582_splitncnn_2 582_splitncnn_3 582_splitncnn_4 582_splitncnn_5
+Crop                     Slice_99                 1 1 454_splitncnn_5 587 -23309=1,0 -23310=1,3 -23311=1,0
+rife.Warp                Warp_105                 2 1 587 582_splitncnn_5 593
+Crop                     Slice_110                1 1 454_splitncnn_4 598 -23309=1,3 -23310=1,2147483647 -23311=1,0
+UnaryOp                  Neg_111                  1 1 582_splitncnn_4 599 0=1
+rife.Warp                Warp_117                 2 1 598 599 605
+Concat                   Concat_118               3 1 593 605 582_splitncnn_3 606
+Interp                   Resize_120               1 1 606 616 0=2 1=2.500000e-01 2=2.500000e-01
+Convolution              Conv_121                 1 1 616 618 0=128 1=5 3=2 4=2 5=1 6=25600
+PReLU                    PRelu_123                1 1 618 620 0=128
+Split                    splitncnn_14             1 2 620 620_splitncnn_0 620_splitncnn_1
+Convolution              Conv_124                 1 1 620_splitncnn_1 622 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_126                1 1 622 624 0=128
+Convolution              Conv_127                 1 1 624 626 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_15             1 2 626 626_splitncnn_0 626_splitncnn_1
+Pooling                  ReduceMean_130           1 1 626_splitncnn_1 628 0=1 4=1
+InnerProduct             Conv_131                 1 1 628 631 0=16 2=2048 9=2 -23310=1,-3.599843e-03
+InnerProduct             Conv_133                 1 1 631 633 0=128 2=2048 9=4
+BinaryOp                 Mul_135                  2 1 626_splitncnn_0 633 634 0=2
+BinaryOp                 Add_136                  2 1 634 620_splitncnn_0 635
+PReLU                    PRelu_137                1 1 635 637 0=128
+Split                    splitncnn_16             1 2 637 637_splitncnn_0 637_splitncnn_1
+Convolution              Conv_138                 1 1 637_splitncnn_1 639 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_140                1 1 639 641 0=128
+Convolution              Conv_141                 1 1 641 643 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_17             1 2 643 643_splitncnn_0 643_splitncnn_1
+Pooling                  ReduceMean_144           1 1 643_splitncnn_1 645 0=1 4=1
+InnerProduct             Conv_145                 1 1 645 648 0=16 2=2048 9=2 -23310=1,2.117399e-01
+InnerProduct             Conv_147                 1 1 648 650 0=128 2=2048 9=4
+BinaryOp                 Mul_149                  2 1 643_splitncnn_0 650 651 0=2
+BinaryOp                 Add_150                  2 1 651 637_splitncnn_0 652
+PReLU                    PRelu_151                1 1 652 654 0=128
+Split                    splitncnn_18             1 2 654 654_splitncnn_0 654_splitncnn_1
+Convolution              Conv_152                 1 1 654_splitncnn_1 656 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_154                1 1 656 658 0=128
+Convolution              Conv_155                 1 1 658 660 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_19             1 2 660 660_splitncnn_0 660_splitncnn_1
+Pooling                  ReduceMean_158           1 1 660_splitncnn_1 662 0=1 4=1
+InnerProduct             Conv_159                 1 1 662 665 0=16 2=2048 9=2 -23310=1,2.712289e-01
+InnerProduct             Conv_161                 1 1 665 667 0=128 2=2048 9=4
+BinaryOp                 Mul_163                  2 1 660_splitncnn_0 667 668 0=2
+BinaryOp                 Add_164                  2 1 668 654_splitncnn_0 669
+PReLU                    PRelu_165                1 1 669 671 0=128
+Split                    splitncnn_20             1 2 671 671_splitncnn_0 671_splitncnn_1
+Convolution              Conv_166                 1 1 671_splitncnn_1 673 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_168                1 1 673 675 0=128
+Convolution              Conv_169                 1 1 675 677 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_21             1 2 677 677_splitncnn_0 677_splitncnn_1
+Pooling                  ReduceMean_172           1 1 677_splitncnn_1 679 0=1 4=1
+InnerProduct             Conv_173                 1 1 679 682 0=16 2=2048 9=2 -23310=1,8.141350e-02
+InnerProduct             Conv_175                 1 1 682 684 0=128 2=2048 9=4
+BinaryOp                 Mul_177                  2 1 677_splitncnn_0 684 685 0=2
+BinaryOp                 Add_178                  2 1 685 671_splitncnn_0 686
+PReLU                    PRelu_179                1 1 686 688 0=128
+Split                    splitncnn_22             1 2 688 688_splitncnn_0 688_splitncnn_1
+Convolution              Conv_180                 1 1 688_splitncnn_1 690 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_182                1 1 690 692 0=128
+Convolution              Conv_183                 1 1 692 694 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_23             1 2 694 694_splitncnn_0 694_splitncnn_1
+Pooling                  ReduceMean_186           1 1 694_splitncnn_1 696 0=1 4=1
+InnerProduct             Conv_187                 1 1 696 699 0=16 2=2048 9=2 -23310=1,4.956326e-02
+InnerProduct             Conv_189                 1 1 699 701 0=128 2=2048 9=4
+BinaryOp                 Mul_191                  2 1 694_splitncnn_0 701 702 0=2
+BinaryOp                 Add_192                  2 1 702 688_splitncnn_0 703
+PReLU                    PRelu_193                1 1 703 705 0=128
+Split                    splitncnn_24             1 2 705 705_splitncnn_0 705_splitncnn_1
+Convolution              Conv_194                 1 1 705_splitncnn_1 707 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_196                1 1 707 709 0=128
+Convolution              Conv_197                 1 1 709 711 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_25             1 2 711 711_splitncnn_0 711_splitncnn_1
+Pooling                  ReduceMean_200           1 1 711_splitncnn_1 713 0=1 4=1
+InnerProduct             Conv_201                 1 1 713 716 0=16 2=2048 9=2 -23310=1,1.553750e-01
+InnerProduct             Conv_203                 1 1 716 718 0=128 2=2048 9=4
+BinaryOp                 Mul_205                  2 1 711_splitncnn_0 718 719 0=2
+BinaryOp                 Add_206                  2 1 719 705_splitncnn_0 720
+PReLU                    PRelu_207                1 1 720 722 0=128
+Convolution              Conv_208                 1 1 722 723 0=8 1=3 4=1 5=1 6=9216
+PixelShuffle             DepthToSpace_209         1 1 723 724 0=2
+Interp                   Resize_211               1 1 724 734 0=2 1=4.000000e+00 2=4.000000e+00
+Split                    splitncnn_26             1 3 734 734_splitncnn_0 734_splitncnn_1 734_splitncnn_2
+BinaryOp                 Add_212                  2 1 582_splitncnn_2 734_splitncnn_2 735
+Split                    splitncnn_27             1 3 735 735_splitncnn_0 735_splitncnn_1 735_splitncnn_2
+Crop                     Slice_217                1 1 454_splitncnn_3 740 -23309=1,0 -23310=1,3 -23311=1,0
+rife.Warp                Warp_223                 2 1 740 735_splitncnn_2 746
+Crop                     Slice_228                1 1 454_splitncnn_2 751 -23309=1,3 -23310=1,2147483647 -23311=1,0
+UnaryOp                  Neg_229                  1 1 735_splitncnn_1 752 0=1
+rife.Warp                Warp_235                 2 1 751 752 758
+Concat                   Concat_236               3 1 746 758 735_splitncnn_0 759
+Interp                   Resize_238               1 1 759 769 0=2 1=5.000000e-01 2=5.000000e-01
+Convolution              Conv_239                 1 1 769 771 0=96 1=5 3=2 4=2 5=1 6=19200
+PReLU                    PRelu_241                1 1 771 773 0=96
+Split                    splitncnn_28             1 2 773 773_splitncnn_0 773_splitncnn_1
+Convolution              Conv_242                 1 1 773_splitncnn_1 775 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_244                1 1 775 777 0=96
+Convolution              Conv_245                 1 1 777 779 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_29             1 2 779 779_splitncnn_0 779_splitncnn_1
+Pooling                  ReduceMean_248           1 1 779_splitncnn_1 781 0=1 4=1
+InnerProduct             Conv_249                 1 1 781 784 0=16 2=1536 9=2 -23310=1,1.670981e-03
+InnerProduct             Conv_251                 1 1 784 786 0=96 2=1536 9=4
+BinaryOp                 Mul_253                  2 1 779_splitncnn_0 786 787 0=2
+BinaryOp                 Add_254                  2 1 787 773_splitncnn_0 788
+PReLU                    PRelu_255                1 1 788 790 0=96
+Split                    splitncnn_30             1 2 790 790_splitncnn_0 790_splitncnn_1
+Convolution              Conv_256                 1 1 790_splitncnn_1 792 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_258                1 1 792 794 0=96
+Convolution              Conv_259                 1 1 794 796 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_31             1 2 796 796_splitncnn_0 796_splitncnn_1
+Pooling                  ReduceMean_262           1 1 796_splitncnn_1 798 0=1 4=1
+InnerProduct             Conv_263                 1 1 798 801 0=16 2=1536 9=2 -23310=1,3.868800e-01
+InnerProduct             Conv_265                 1 1 801 803 0=96 2=1536 9=4
+BinaryOp                 Mul_267                  2 1 796_splitncnn_0 803 804 0=2
+BinaryOp                 Add_268                  2 1 804 790_splitncnn_0 805
+PReLU                    PRelu_269                1 1 805 807 0=96
+Split                    splitncnn_32             1 2 807 807_splitncnn_0 807_splitncnn_1
+Convolution              Conv_270                 1 1 807_splitncnn_1 809 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_272                1 1 809 811 0=96
+Convolution              Conv_273                 1 1 811 813 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_33             1 2 813 813_splitncnn_0 813_splitncnn_1
+Pooling                  ReduceMean_276           1 1 813_splitncnn_1 815 0=1 4=1
+InnerProduct             Conv_277                 1 1 815 818 0=16 2=1536 9=2 -23310=1,3.475277e-01
+InnerProduct             Conv_279                 1 1 818 820 0=96 2=1536 9=4
+BinaryOp                 Mul_281                  2 1 813_splitncnn_0 820 821 0=2
+BinaryOp                 Add_282                  2 1 821 807_splitncnn_0 822
+PReLU                    PRelu_283                1 1 822 824 0=96
+Split                    splitncnn_34             1 2 824 824_splitncnn_0 824_splitncnn_1
+Convolution              Conv_284                 1 1 824_splitncnn_1 826 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_286                1 1 826 828 0=96
+Convolution              Conv_287                 1 1 828 830 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_35             1 2 830 830_splitncnn_0 830_splitncnn_1
+Pooling                  ReduceMean_290           1 1 830_splitncnn_1 832 0=1 4=1
+InnerProduct             Conv_291                 1 1 832 835 0=16 2=1536 9=2 -23310=1,7.044167e-02
+InnerProduct             Conv_293                 1 1 835 837 0=96 2=1536 9=4
+BinaryOp                 Mul_295                  2 1 830_splitncnn_0 837 838 0=2
+BinaryOp                 Add_296                  2 1 838 824_splitncnn_0 839
+PReLU                    PRelu_297                1 1 839 841 0=96
+Split                    splitncnn_36             1 2 841 841_splitncnn_0 841_splitncnn_1
+Convolution              Conv_298                 1 1 841_splitncnn_1 843 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_300                1 1 843 845 0=96
+Convolution              Conv_301                 1 1 845 847 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_37             1 2 847 847_splitncnn_0 847_splitncnn_1
+Pooling                  ReduceMean_304           1 1 847_splitncnn_1 849 0=1 4=1
+InnerProduct             Conv_305                 1 1 849 852 0=16 2=1536 9=2 -23310=1,1.834324e-01
+InnerProduct             Conv_307                 1 1 852 854 0=96 2=1536 9=4
+BinaryOp                 Mul_309                  2 1 847_splitncnn_0 854 855 0=2
+BinaryOp                 Add_310                  2 1 855 841_splitncnn_0 856
+PReLU                    PRelu_311                1 1 856 858 0=96
+Split                    splitncnn_38             1 2 858 858_splitncnn_0 858_splitncnn_1
+Convolution              Conv_312                 1 1 858_splitncnn_1 860 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_314                1 1 860 862 0=96
+Convolution              Conv_315                 1 1 862 864 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_39             1 2 864 864_splitncnn_0 864_splitncnn_1
+Pooling                  ReduceMean_318           1 1 864_splitncnn_1 866 0=1 4=1
+InnerProduct             Conv_319                 1 1 866 869 0=16 2=1536 9=2 -23310=1,3.572731e-01
+InnerProduct             Conv_321                 1 1 869 871 0=96 2=1536 9=4
+BinaryOp                 Mul_323                  2 1 864_splitncnn_0 871 872 0=2
+BinaryOp                 Add_324                  2 1 872 858_splitncnn_0 873
+PReLU                    PRelu_325                1 1 873 875 0=96
+Convolution              Conv_326                 1 1 875 876 0=8 1=3 4=1 5=1 6=6912
+PixelShuffle             DepthToSpace_327         1 1 876 877 0=2
+Interp                   Resize_329               1 1 877 887 0=2 1=2.000000e+00 2=2.000000e+00
+Split                    splitncnn_40             1 2 887 887_splitncnn_0 887_splitncnn_1
+BinaryOp                 Add_330                  2 1 582_splitncnn_1 734_splitncnn_1 888
+BinaryOp                 Add_331                  2 1 888 887_splitncnn_1 889
+Split                    splitncnn_41             1 3 889 889_splitncnn_0 889_splitncnn_1 889_splitncnn_2
+Crop                     Slice_336                1 1 454_splitncnn_1 894 -23309=1,0 -23310=1,3 -23311=1,0
+rife.Warp                Warp_342                 2 1 894 889_splitncnn_2 900
+Crop                     Slice_347                1 1 454_splitncnn_0 905 -23309=1,3 -23310=1,2147483647 -23311=1,0
+UnaryOp                  Neg_348                  1 1 889_splitncnn_1 906 0=1
+rife.Warp                Warp_354                 2 1 905 906 912
+Concat                   Concat_355               3 1 900 912 889_splitncnn_0 913
+Convolution              Conv_356                 1 1 913 915 0=48 1=5 3=2 4=2 5=1 6=9600
+PReLU                    PRelu_358                1 1 915 917 0=48
+Split                    splitncnn_42             1 2 917 917_splitncnn_0 917_splitncnn_1
+Convolution              Conv_359                 1 1 917_splitncnn_1 919 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_361                1 1 919 921 0=48
+Convolution              Conv_362                 1 1 921 923 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_43             1 2 923 923_splitncnn_0 923_splitncnn_1
+Pooling                  ReduceMean_365           1 1 923_splitncnn_1 925 0=1 4=1
+InnerProduct             Conv_366                 1 1 925 928 0=16 2=768 9=2 -23310=1,2.075541e-02
+InnerProduct             Conv_368                 1 1 928 930 0=48 2=768 9=4
+BinaryOp                 Mul_370                  2 1 923_splitncnn_0 930 931 0=2
+BinaryOp                 Add_371                  2 1 931 917_splitncnn_0 932
+PReLU                    PRelu_372                1 1 932 934 0=48
+Split                    splitncnn_44             1 2 934 934_splitncnn_0 934_splitncnn_1
+Convolution              Conv_373                 1 1 934_splitncnn_1 936 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_375                1 1 936 938 0=48
+Convolution              Conv_376                 1 1 938 940 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_45             1 2 940 940_splitncnn_0 940_splitncnn_1
+Pooling                  ReduceMean_379           1 1 940_splitncnn_1 942 0=1 4=1
+InnerProduct             Conv_380                 1 1 942 945 0=16 2=768 9=2 -23310=1,7.201483e-01
+InnerProduct             Conv_382                 1 1 945 947 0=48 2=768 9=4
+BinaryOp                 Mul_384                  2 1 940_splitncnn_0 947 948 0=2
+BinaryOp                 Add_385                  2 1 948 934_splitncnn_0 949
+PReLU                    PRelu_386                1 1 949 951 0=48
+Split                    splitncnn_46             1 2 951 951_splitncnn_0 951_splitncnn_1
+Convolution              Conv_387                 1 1 951_splitncnn_1 953 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_389                1 1 953 955 0=48
+Convolution              Conv_390                 1 1 955 957 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_47             1 2 957 957_splitncnn_0 957_splitncnn_1
+Pooling                  ReduceMean_393           1 1 957_splitncnn_1 959 0=1 4=1
+InnerProduct             Conv_394                 1 1 959 962 0=16 2=768 9=2 -23310=1,2.671039e-01
+InnerProduct             Conv_396                 1 1 962 964 0=48 2=768 9=4
+BinaryOp                 Mul_398                  2 1 957_splitncnn_0 964 965 0=2
+BinaryOp                 Add_399                  2 1 965 951_splitncnn_0 966
+PReLU                    PRelu_400                1 1 966 968 0=48
+Split                    splitncnn_48             1 2 968 968_splitncnn_0 968_splitncnn_1
+Convolution              Conv_401                 1 1 968_splitncnn_1 970 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_403                1 1 970 972 0=48
+Convolution              Conv_404                 1 1 972 974 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_49             1 2 974 974_splitncnn_0 974_splitncnn_1
+Pooling                  ReduceMean_407           1 1 974_splitncnn_1 976 0=1 4=1
+InnerProduct             Conv_408                 1 1 976 979 0=16 2=768 9=2 -23310=1,1.908224e-01
+InnerProduct             Conv_410                 1 1 979 981 0=48 2=768 9=4
+BinaryOp                 Mul_412                  2 1 974_splitncnn_0 981 982 0=2
+BinaryOp                 Add_413                  2 1 982 968_splitncnn_0 983
+PReLU                    PRelu_414                1 1 983 985 0=48
+Split                    splitncnn_50             1 2 985 985_splitncnn_0 985_splitncnn_1
+Convolution              Conv_415                 1 1 985_splitncnn_1 987 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_417                1 1 987 989 0=48
+Convolution              Conv_418                 1 1 989 991 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_51             1 2 991 991_splitncnn_0 991_splitncnn_1
+Pooling                  ReduceMean_421           1 1 991_splitncnn_1 993 0=1 4=1
+InnerProduct             Conv_422                 1 1 993 996 0=16 2=768 9=2 -23310=1,6.525763e-01
+InnerProduct             Conv_424                 1 1 996 998 0=48 2=768 9=4
+BinaryOp                 Mul_426                  2 1 991_splitncnn_0 998 999 0=2
+BinaryOp                 Add_427                  2 1 999 985_splitncnn_0 1000
+PReLU                    PRelu_428                1 1 1000 1002 0=48
+Split                    splitncnn_52             1 2 1002 1002_splitncnn_0 1002_splitncnn_1
+Convolution              Conv_429                 1 1 1002_splitncnn_1 1004 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_431                1 1 1004 1006 0=48
+Convolution              Conv_432                 1 1 1006 1008 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_53             1 2 1008 1008_splitncnn_0 1008_splitncnn_1
+Pooling                  ReduceMean_435           1 1 1008_splitncnn_1 1010 0=1 4=1
+InnerProduct             Conv_436                 1 1 1010 1013 0=16 2=768 9=2 -23310=1,5.485489e-01
+InnerProduct             Conv_438                 1 1 1013 1015 0=48 2=768 9=4
+BinaryOp                 Mul_440                  2 1 1008_splitncnn_0 1015 1016 0=2
+BinaryOp                 Add_441                  2 1 1016 1002_splitncnn_0 1017
+PReLU                    PRelu_442                1 1 1017 1019 0=48
+Convolution              Conv_443                 1 1 1019 1020 0=8 1=3 4=1 5=1 6=3456
+PixelShuffle             DepthToSpace_444         1 1 1020 1021 0=2
+BinaryOp                 Add_445                  2 1 582_splitncnn_0 734_splitncnn_0 1022
+BinaryOp                 Add_446                  2 1 1022 887_splitncnn_0 1023
+BinaryOp                 Add_447                  2 1 1023 1021 flow

models/rife/rife-UHD/fusionnet.param

@@ -0,0 +1,105 @@
+7767517
+103 120
+Input                    img0                     0 1 img0
+Input                    img1                     0 1 img1
+Input                    flow                     0 1 flow
+Input                    3                        0 1 3
+Input                    4                        0 1 4
+Input                    5                        0 1 5
+Input                    6                        0 1 6
+Input                    7                        0 1 7
+Input                    8                        0 1 8
+Input                    9                        0 1 9
+Input                    10                       0 1 10
+Interp                   Resize_1                 1 1 flow 77 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_3                    1 1 77 79 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_0              1 3 79 79_splitncnn_0 79_splitncnn_1 79_splitncnn_2
+rife.Warp                Warp_9                   2 1 img0 79_splitncnn_2 85
+Split                    splitncnn_1              1 2 85 85_splitncnn_0 85_splitncnn_1
+UnaryOp                  Neg_10                   1 1 79_splitncnn_1 86 0=1
+rife.Warp                Warp_16                  2 1 img1 86 92
+Split                    splitncnn_2              1 2 92 92_splitncnn_0 92_splitncnn_1
+Concat                   Concat_17                3 1 85_splitncnn_1 92_splitncnn_1 79_splitncnn_0 93
+Convolution              Conv_18                  1 1 93 94 0=32 1=3 3=2 4=1 5=1 6=2304
+PReLU                    PRelu_19                 1 1 94 96 0=32
+Split                    splitncnn_3              1 2 96 96_splitncnn_0 96_splitncnn_1
+Convolution              Conv_20                  1 1 96_splitncnn_1 97 0=64 1=3 3=2 4=1 6=18432
+Convolution              Conv_21                  1 1 96_splitncnn_0 98 0=64 1=3 3=2 4=1 5=1 6=18432
+PReLU                    PRelu_22                 1 1 98 100 0=64
+Convolution              Conv_23                  1 1 100 101 0=64 1=3 4=1 5=1 6=36864
+Split                    splitncnn_4              1 2 101 101_splitncnn_0 101_splitncnn_1
+Pooling                  ReduceMean_25            1 1 101_splitncnn_1 103 0=1 4=1
+InnerProduct             Conv_26                  1 1 103 106 0=16 2=1024 9=2 -23310=1,1.541520e-01
+InnerProduct             Conv_28                  1 1 106 108 0=64 2=1024 9=4
+BinaryOp                 Mul_30                   2 1 101_splitncnn_0 108 109 0=2
+BinaryOp                 Add_31                   2 1 109 97 110
+PReLU                    PRelu_32                 1 1 110 112 0=64
+Split                    splitncnn_5              1 2 112 112_splitncnn_0 112_splitncnn_1
+Concat                   Concat_33                3 1 112_splitncnn_1 3 7 113
+Split                    splitncnn_6              1 2 113 113_splitncnn_0 113_splitncnn_1
+Convolution              Conv_34                  1 1 113_splitncnn_1 114 0=128 1=3 3=2 4=1 6=147456
+Convolution              Conv_35                  1 1 113_splitncnn_0 115 0=128 1=3 3=2 4=1 5=1 6=147456
+PReLU                    PRelu_36                 1 1 115 117 0=128
+Convolution              Conv_37                  1 1 117 118 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_7              1 2 118 118_splitncnn_0 118_splitncnn_1
+Pooling                  ReduceMean_39            1 1 118_splitncnn_1 120 0=1 4=1
+InnerProduct             Conv_40                  1 1 120 123 0=16 2=2048 9=2 -23310=1,4.722085e-02
+InnerProduct             Conv_42                  1 1 123 125 0=128 2=2048 9=4
+BinaryOp                 Mul_44                   2 1 118_splitncnn_0 125 126 0=2
+BinaryOp                 Add_45                   2 1 126 114 127
+PReLU                    PRelu_46                 1 1 127 129 0=128
+Split                    splitncnn_8              1 2 129 129_splitncnn_0 129_splitncnn_1
+Concat                   Concat_47                3 1 129_splitncnn_1 4 8 130
+Split                    splitncnn_9              1 2 130 130_splitncnn_0 130_splitncnn_1
+Convolution              Conv_48                  1 1 130_splitncnn_1 131 0=256 1=3 3=2 4=1 6=589824
+Convolution              Conv_49                  1 1 130_splitncnn_0 132 0=256 1=3 3=2 4=1 5=1 6=589824
+PReLU                    PRelu_50                 1 1 132 134 0=256
+Convolution              Conv_51                  1 1 134 135 0=256 1=3 4=1 5=1 6=589824
+Split                    splitncnn_10             1 2 135 135_splitncnn_0 135_splitncnn_1
+Pooling                  ReduceMean_53            1 1 135_splitncnn_1 137 0=1 4=1
+InnerProduct             Conv_54                  1 1 137 140 0=16 2=4096 9=2 -23310=1,8.144739e-02
+InnerProduct             Conv_56                  1 1 140 142 0=256 2=4096 9=4
+BinaryOp                 Mul_58                   2 1 135_splitncnn_0 142 143 0=2
+BinaryOp                 Add_59                   2 1 143 131 144
+PReLU                    PRelu_60                 1 1 144 146 0=256
+Split                    splitncnn_11             1 2 146 146_splitncnn_0 146_splitncnn_1
+Concat                   Concat_61                3 1 146_splitncnn_1 5 9 147
+Split                    splitncnn_12             1 2 147 147_splitncnn_0 147_splitncnn_1
+Convolution              Conv_62                  1 1 147_splitncnn_1 148 0=512 1=3 3=2 4=1 6=2359296
+Convolution              Conv_63                  1 1 147_splitncnn_0 149 0=512 1=3 3=2 4=1 5=1 6=2359296
+PReLU                    PRelu_64                 1 1 149 151 0=512
+Convolution              Conv_65                  1 1 151 152 0=512 1=3 4=1 5=1 6=2359296
+Split                    splitncnn_13             1 2 152 152_splitncnn_0 152_splitncnn_1
+Pooling                  ReduceMean_67            1 1 152_splitncnn_1 154 0=1 4=1
+InnerProduct             Conv_68                  1 1 154 157 0=16 2=8192 9=2 -23310=1,7.700763e-02
+InnerProduct             Conv_70                  1 1 157 159 0=512 2=8192 9=4
+BinaryOp                 Mul_72                   2 1 152_splitncnn_0 159 160 0=2
+BinaryOp                 Add_73                   2 1 160 148 161
+PReLU                    PRelu_74                 1 1 161 163 0=512
+Concat                   Concat_75                3 1 163 6 10 164
+Deconvolution            ConvTranspose_76         1 1 164 165 0=256 1=4 3=2 4=1 5=1 6=4194304
+PReLU                    PRelu_77                 1 1 165 167 0=256
+Concat                   Concat_78                2 1 167 146_splitncnn_0 168
+Deconvolution            ConvTranspose_79         1 1 168 169 0=128 1=4 3=2 4=1 5=1 6=1048576
+PReLU                    PRelu_80                 1 1 169 171 0=128
+Concat                   Concat_81                2 1 171 129_splitncnn_0 172
+Deconvolution            ConvTranspose_82         1 1 172 173 0=64 1=4 3=2 4=1 5=1 6=262144
+PReLU                    PRelu_83                 1 1 173 175 0=64
+Concat                   Concat_84                2 1 175 112_splitncnn_0 176
+Deconvolution            ConvTranspose_85         1 1 176 177 0=32 1=4 3=2 4=1 5=1 6=65536
+PReLU                    PRelu_86                 1 1 177 179 0=32
+Convolution              Conv_87                  1 1 179 180 0=16 1=3 4=1 5=1 6=4608
+PixelShuffle             DepthToSpace_88          1 1 180 181 0=2
+Sigmoid                  Sigmoid_89               1 1 181 182
+Split                    splitncnn_14             1 2 182 182_splitncnn_0 182_splitncnn_1
+Crop                     Slice_94                 1 1 182_splitncnn_1 187 -23309=1,0 -23310=1,3 -23311=1,0
+BinaryOp                 Mul_96                   1 1 187 189 0=2 1=1 2=2.000000e+00
+BinaryOp                 Sub_98                   1 1 189 191 0=1 1=1 2=1.000000e+00
+Crop                     Slice_103                1 1 182_splitncnn_0 196 -23309=1,3 -23310=1,4 -23311=1,0
+Split                    splitncnn_15             1 2 196 196_splitncnn_0 196_splitncnn_1
+BinaryOp                 Mul_104                  2 1 85_splitncnn_0 196_splitncnn_1 197 0=2
+BinaryOp                 Sub_106                  1 1 196_splitncnn_0 199 0=7 1=1 2=1.000000e+00
+BinaryOp                 Mul_107                  2 1 92_splitncnn_0 199 200 0=2
+BinaryOp                 Add_108                  2 1 197 200 201
+BinaryOp                 Add_109                  2 1 201 191 202
+Clip                     Clip_110                 1 1 202 output 0=0.000000e+00 1=1.000000e+00

models/rife/rife-anime/contextnet.param

@@ -0,0 +1,70 @@
+7767517
+68 82
+Input                    input.1                  0 1 input.1
+Input                    flow.1                   0 1 flow.1
+UnaryOp                  flow.0                   1 1 flow.1 flow.0 0=1
+Convolution              Conv_0                   1 1 input.1 45 0=32 1=3 3=2 4=1 5=1 6=864
+PReLU                    PRelu_1                  1 1 45 47 0=32
+Split                    splitncnn_0              1 2 47 47_splitncnn_0 47_splitncnn_1
+Convolution              Conv_2                   1 1 47_splitncnn_1 48 0=32 1=3 3=2 4=1 6=9216
+Convolution              Conv_3                   1 1 47_splitncnn_0 49 0=32 1=3 3=2 4=1 5=1 6=9216
+PReLU                    PRelu_4                  1 1 49 51 0=32
+Convolution              Conv_5                   1 1 51 52 0=32 1=3 4=1 5=1 6=9216
+Split                    splitncnn_1              1 2 52 52_splitncnn_0 52_splitncnn_1
+Pooling                  ReduceMean_7             1 1 52_splitncnn_1 54 0=1 4=1
+InnerProduct             Conv_8                   1 1 54 57 0=16 2=512 9=2 -23310=1,1.143919e+00
+InnerProduct             Conv_10                  1 1 57 59 0=32 2=512 9=4
+BinaryOp                 Mul_12                   2 1 52_splitncnn_0 59 60 0=2
+BinaryOp                 Add_13                   2 1 60 48 61
+PReLU                    PRelu_14                 1 1 61 63 0=32
+Split                    splitncnn_2              1 3 63 63_splitncnn_0 63_splitncnn_1 63_splitncnn_2
+Interp                   Resize_16                1 1 flow.0 73 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_18                   1 1 73 75 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_3              1 2 75 75_splitncnn_0 75_splitncnn_1
+rife.Warp                Warp_24                  2 1 63_splitncnn_2 75_splitncnn_1 f1
+Convolution              Conv_25                  1 1 63_splitncnn_1 82 0=64 1=3 3=2 4=1 6=18432
+Convolution              Conv_26                  1 1 63_splitncnn_0 83 0=64 1=3 3=2 4=1 5=1 6=18432
+PReLU                    PRelu_27                 1 1 83 85 0=64
+Convolution              Conv_28                  1 1 85 86 0=64 1=3 4=1 5=1 6=36864
+Split                    splitncnn_4              1 2 86 86_splitncnn_0 86_splitncnn_1
+Pooling                  ReduceMean_30            1 1 86_splitncnn_1 88 0=1 4=1
+InnerProduct             Conv_31                  1 1 88 91 0=16 2=1024 9=2 -23310=1,3.006833e-01
+InnerProduct             Conv_33                  1 1 91 93 0=64 2=1024 9=4
+BinaryOp                 Mul_35                   2 1 86_splitncnn_0 93 94 0=2
+BinaryOp                 Add_36                   2 1 94 82 95
+PReLU                    PRelu_37                 1 1 95 97 0=64
+Split                    splitncnn_5              1 3 97 97_splitncnn_0 97_splitncnn_1 97_splitncnn_2
+Interp                   Resize_39                1 1 75_splitncnn_0 107 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_41                   1 1 107 109 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_6              1 2 109 109_splitncnn_0 109_splitncnn_1
+rife.Warp                Warp_47                  2 1 97_splitncnn_2 109_splitncnn_1 f2
+Convolution              Conv_48                  1 1 97_splitncnn_1 116 0=128 1=3 3=2 4=1 6=73728
+Convolution              Conv_49                  1 1 97_splitncnn_0 117 0=128 1=3 3=2 4=1 5=1 6=73728
+PReLU                    PRelu_50                 1 1 117 119 0=128
+Convolution              Conv_51                  1 1 119 120 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_7              1 2 120 120_splitncnn_0 120_splitncnn_1
+Pooling                  ReduceMean_53            1 1 120_splitncnn_1 122 0=1 4=1
+InnerProduct             Conv_54                  1 1 122 125 0=16 2=2048 9=2 -23310=1,7.002444e-02
+InnerProduct             Conv_56                  1 1 125 127 0=128 2=2048 9=4
+BinaryOp                 Mul_58                   2 1 120_splitncnn_0 127 128 0=2
+BinaryOp                 Add_59                   2 1 128 116 129
+PReLU                    PRelu_60                 1 1 129 131 0=128
+Split                    splitncnn_8              1 3 131 131_splitncnn_0 131_splitncnn_1 131_splitncnn_2
+Interp                   Resize_62                1 1 109_splitncnn_0 141 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_64                   1 1 141 143 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_9              1 2 143 143_splitncnn_0 143_splitncnn_1
+rife.Warp                Warp_70                  2 1 131_splitncnn_2 143_splitncnn_1 f3
+Convolution              Conv_71                  1 1 131_splitncnn_1 150 0=256 1=3 3=2 4=1 6=294912
+Convolution              Conv_72                  1 1 131_splitncnn_0 151 0=256 1=3 3=2 4=1 5=1 6=294912
+PReLU                    PRelu_73                 1 1 151 153 0=256
+Convolution              Conv_74                  1 1 153 154 0=256 1=3 4=1 5=1 6=589824
+Split                    splitncnn_10             1 2 154 154_splitncnn_0 154_splitncnn_1
+Pooling                  ReduceMean_76            1 1 154_splitncnn_1 156 0=1 4=1
+InnerProduct             Conv_77                  1 1 156 159 0=16 2=4096 9=2 -23310=1,6.568319e-02
+InnerProduct             Conv_79                  1 1 159 161 0=256 2=4096 9=4
+BinaryOp                 Mul_81                   2 1 154_splitncnn_0 161 162 0=2
+BinaryOp                 Add_82                   2 1 162 150 163
+PReLU                    PRelu_83                 1 1 163 165 0=256
+Interp                   Resize_85                1 1 143_splitncnn_0 175 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_87                   1 1 175 177 0=2 1=1 2=5.000000e-01
+rife.Warp                Warp_93                  2 1 165 177 f4

models/rife/rife-anime/flownet.param

@@ -0,0 +1,322 @@
+7767517
+320 386
+Input                    input0                   0 1 input0
+Input                    input1                   0 1 input1
+Concat                   input.1                  2 1 input0 input1 input.1
+Interp                   Resize_1                 1 1 input.1 454 0=2 1=5.000000e-01 2=5.000000e-01
+Split                    splitncnn_0              1 7 454 454_splitncnn_0 454_splitncnn_1 454_splitncnn_2 454_splitncnn_3 454_splitncnn_4 454_splitncnn_5 454_splitncnn_6
+Interp                   Resize_3                 1 1 454_splitncnn_6 464 0=2 1=1.250000e-01 2=1.250000e-01
+Convolution              Conv_4                   1 1 464 466 0=192 1=5 3=2 4=2 5=1 6=28800
+PReLU                    PRelu_6                  1 1 466 468 0=192
+Split                    splitncnn_1              1 2 468 468_splitncnn_0 468_splitncnn_1
+Convolution              Conv_7                   1 1 468_splitncnn_1 470 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_9                  1 1 470 472 0=192
+Convolution              Conv_10                  1 1 472 474 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_2              1 2 474 474_splitncnn_0 474_splitncnn_1
+Pooling                  ReduceMean_13            1 1 474_splitncnn_1 476 0=1 4=1
+InnerProduct             Conv_14                  1 1 476 479 0=16 2=3072 9=2 -23310=1,1.428942e-02
+InnerProduct             Conv_16                  1 1 479 481 0=192 2=3072 9=4
+BinaryOp                 Mul_18                   2 1 474_splitncnn_0 481 482 0=2
+BinaryOp                 Add_19                   2 1 482 468_splitncnn_0 483
+PReLU                    PRelu_20                 1 1 483 485 0=192
+Split                    splitncnn_3              1 2 485 485_splitncnn_0 485_splitncnn_1
+Convolution              Conv_21                  1 1 485_splitncnn_1 487 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_23                 1 1 487 489 0=192
+Convolution              Conv_24                  1 1 489 491 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_4              1 2 491 491_splitncnn_0 491_splitncnn_1
+Pooling                  ReduceMean_27            1 1 491_splitncnn_1 493 0=1 4=1
+InnerProduct             Conv_28                  1 1 493 496 0=16 2=3072 9=2 -23310=1,3.543398e-01
+InnerProduct             Conv_30                  1 1 496 498 0=192 2=3072 9=4
+BinaryOp                 Mul_32                   2 1 491_splitncnn_0 498 499 0=2
+BinaryOp                 Add_33                   2 1 499 485_splitncnn_0 500
+PReLU                    PRelu_34                 1 1 500 502 0=192
+Split                    splitncnn_5              1 2 502 502_splitncnn_0 502_splitncnn_1
+Convolution              Conv_35                  1 1 502_splitncnn_1 504 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_37                 1 1 504 506 0=192
+Convolution              Conv_38                  1 1 506 508 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_6              1 2 508 508_splitncnn_0 508_splitncnn_1
+Pooling                  ReduceMean_41            1 1 508_splitncnn_1 510 0=1 4=1
+InnerProduct             Conv_42                  1 1 510 513 0=16 2=3072 9=2 -23310=1,5.366787e-01
+InnerProduct             Conv_44                  1 1 513 515 0=192 2=3072 9=4
+BinaryOp                 Mul_46                   2 1 508_splitncnn_0 515 516 0=2
+BinaryOp                 Add_47                   2 1 516 502_splitncnn_0 517
+PReLU                    PRelu_48                 1 1 517 519 0=192
+Split                    splitncnn_7              1 2 519 519_splitncnn_0 519_splitncnn_1
+Convolution              Conv_49                  1 1 519_splitncnn_1 521 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_51                 1 1 521 523 0=192
+Convolution              Conv_52                  1 1 523 525 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_8              1 2 525 525_splitncnn_0 525_splitncnn_1
+Pooling                  ReduceMean_55            1 1 525_splitncnn_1 527 0=1 4=1
+InnerProduct             Conv_56                  1 1 527 530 0=16 2=3072 9=2 -23310=1,-4.889974e-03
+InnerProduct             Conv_58                  1 1 530 532 0=192 2=3072 9=4
+BinaryOp                 Mul_60                   2 1 525_splitncnn_0 532 533 0=2
+BinaryOp                 Add_61                   2 1 533 519_splitncnn_0 534
+PReLU                    PRelu_62                 1 1 534 536 0=192
+Split                    splitncnn_9              1 2 536 536_splitncnn_0 536_splitncnn_1
+Convolution              Conv_63                  1 1 536_splitncnn_1 538 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_65                 1 1 538 540 0=192
+Convolution              Conv_66                  1 1 540 542 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_10             1 2 542 542_splitncnn_0 542_splitncnn_1
+Pooling                  ReduceMean_69            1 1 542_splitncnn_1 544 0=1 4=1
+InnerProduct             Conv_70                  1 1 544 547 0=16 2=3072 9=2 -23310=1,-1.182169e-02
+InnerProduct             Conv_72                  1 1 547 549 0=192 2=3072 9=4
+BinaryOp                 Mul_74                   2 1 542_splitncnn_0 549 550 0=2
+BinaryOp                 Add_75                   2 1 550 536_splitncnn_0 551
+PReLU                    PRelu_76                 1 1 551 553 0=192
+Split                    splitncnn_11             1 2 553 553_splitncnn_0 553_splitncnn_1
+Convolution              Conv_77                  1 1 553_splitncnn_1 555 0=192 1=5 4=2 5=1 6=921600
+PReLU                    PRelu_79                 1 1 555 557 0=192
+Convolution              Conv_80                  1 1 557 559 0=192 1=3 4=1 5=1 6=331776
+Split                    splitncnn_12             1 2 559 559_splitncnn_0 559_splitncnn_1
+Pooling                  ReduceMean_83            1 1 559_splitncnn_1 561 0=1 4=1
+InnerProduct             Conv_84                  1 1 561 564 0=16 2=3072 9=2 -23310=1,2.179182e-01
+InnerProduct             Conv_86                  1 1 564 566 0=192 2=3072 9=4
+BinaryOp                 Mul_88                   2 1 559_splitncnn_0 566 567 0=2
+BinaryOp                 Add_89                   2 1 567 553_splitncnn_0 568
+PReLU                    PRelu_90                 1 1 568 570 0=192
+Convolution              Conv_91                  1 1 570 571 0=8 1=3 4=1 5=1 6=13824
+PixelShuffle             DepthToSpace_92          1 1 571 572 0=2
+Interp                   Resize_94                1 1 572 582 0=2 1=8.000000e+00 2=8.000000e+00
+Split                    splitncnn_13             1 6 582 582_splitncnn_0 582_splitncnn_1 582_splitncnn_2 582_splitncnn_3 582_splitncnn_4 582_splitncnn_5
+Crop                     Slice_99                 1 1 454_splitncnn_5 587 -23309=1,0 -23310=1,3 -23311=1,0
+rife.Warp                Warp_105                 2 1 587 582_splitncnn_5 593
+Crop                     Slice_110                1 1 454_splitncnn_4 598 -23309=1,3 -23310=1,2147483647 -23311=1,0
+UnaryOp                  Neg_111                  1 1 582_splitncnn_4 599 0=1
+rife.Warp                Warp_117                 2 1 598 599 605
+Concat                   Concat_118               3 1 593 605 582_splitncnn_3 606
+Interp                   Resize_120               1 1 606 616 0=2 1=2.500000e-01 2=2.500000e-01
+Convolution              Conv_121                 1 1 616 618 0=128 1=5 3=2 4=2 5=1 6=25600
+PReLU                    PRelu_123                1 1 618 620 0=128
+Split                    splitncnn_14             1 2 620 620_splitncnn_0 620_splitncnn_1
+Convolution              Conv_124                 1 1 620_splitncnn_1 622 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_126                1 1 622 624 0=128
+Convolution              Conv_127                 1 1 624 626 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_15             1 2 626 626_splitncnn_0 626_splitncnn_1
+Pooling                  ReduceMean_130           1 1 626_splitncnn_1 628 0=1 4=1
+InnerProduct             Conv_131                 1 1 628 631 0=16 2=2048 9=2 -23310=1,-3.599843e-03
+InnerProduct             Conv_133                 1 1 631 633 0=128 2=2048 9=4
+BinaryOp                 Mul_135                  2 1 626_splitncnn_0 633 634 0=2
+BinaryOp                 Add_136                  2 1 634 620_splitncnn_0 635
+PReLU                    PRelu_137                1 1 635 637 0=128
+Split                    splitncnn_16             1 2 637 637_splitncnn_0 637_splitncnn_1
+Convolution              Conv_138                 1 1 637_splitncnn_1 639 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_140                1 1 639 641 0=128
+Convolution              Conv_141                 1 1 641 643 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_17             1 2 643 643_splitncnn_0 643_splitncnn_1
+Pooling                  ReduceMean_144           1 1 643_splitncnn_1 645 0=1 4=1
+InnerProduct             Conv_145                 1 1 645 648 0=16 2=2048 9=2 -23310=1,2.117399e-01
+InnerProduct             Conv_147                 1 1 648 650 0=128 2=2048 9=4
+BinaryOp                 Mul_149                  2 1 643_splitncnn_0 650 651 0=2
+BinaryOp                 Add_150                  2 1 651 637_splitncnn_0 652
+PReLU                    PRelu_151                1 1 652 654 0=128
+Split                    splitncnn_18             1 2 654 654_splitncnn_0 654_splitncnn_1
+Convolution              Conv_152                 1 1 654_splitncnn_1 656 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_154                1 1 656 658 0=128
+Convolution              Conv_155                 1 1 658 660 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_19             1 2 660 660_splitncnn_0 660_splitncnn_1
+Pooling                  ReduceMean_158           1 1 660_splitncnn_1 662 0=1 4=1
+InnerProduct             Conv_159                 1 1 662 665 0=16 2=2048 9=2 -23310=1,2.712289e-01
+InnerProduct             Conv_161                 1 1 665 667 0=128 2=2048 9=4
+BinaryOp                 Mul_163                  2 1 660_splitncnn_0 667 668 0=2
+BinaryOp                 Add_164                  2 1 668 654_splitncnn_0 669
+PReLU                    PRelu_165                1 1 669 671 0=128
+Split                    splitncnn_20             1 2 671 671_splitncnn_0 671_splitncnn_1
+Convolution              Conv_166                 1 1 671_splitncnn_1 673 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_168                1 1 673 675 0=128
+Convolution              Conv_169                 1 1 675 677 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_21             1 2 677 677_splitncnn_0 677_splitncnn_1
+Pooling                  ReduceMean_172           1 1 677_splitncnn_1 679 0=1 4=1
+InnerProduct             Conv_173                 1 1 679 682 0=16 2=2048 9=2 -23310=1,8.141350e-02
+InnerProduct             Conv_175                 1 1 682 684 0=128 2=2048 9=4
+BinaryOp                 Mul_177                  2 1 677_splitncnn_0 684 685 0=2
+BinaryOp                 Add_178                  2 1 685 671_splitncnn_0 686
+PReLU                    PRelu_179                1 1 686 688 0=128
+Split                    splitncnn_22             1 2 688 688_splitncnn_0 688_splitncnn_1
+Convolution              Conv_180                 1 1 688_splitncnn_1 690 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_182                1 1 690 692 0=128
+Convolution              Conv_183                 1 1 692 694 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_23             1 2 694 694_splitncnn_0 694_splitncnn_1
+Pooling                  ReduceMean_186           1 1 694_splitncnn_1 696 0=1 4=1
+InnerProduct             Conv_187                 1 1 696 699 0=16 2=2048 9=2 -23310=1,4.956326e-02
+InnerProduct             Conv_189                 1 1 699 701 0=128 2=2048 9=4
+BinaryOp                 Mul_191                  2 1 694_splitncnn_0 701 702 0=2
+BinaryOp                 Add_192                  2 1 702 688_splitncnn_0 703
+PReLU                    PRelu_193                1 1 703 705 0=128
+Split                    splitncnn_24             1 2 705 705_splitncnn_0 705_splitncnn_1
+Convolution              Conv_194                 1 1 705_splitncnn_1 707 0=128 1=5 4=2 5=1 6=409600
+PReLU                    PRelu_196                1 1 707 709 0=128
+Convolution              Conv_197                 1 1 709 711 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_25             1 2 711 711_splitncnn_0 711_splitncnn_1
+Pooling                  ReduceMean_200           1 1 711_splitncnn_1 713 0=1 4=1
+InnerProduct             Conv_201                 1 1 713 716 0=16 2=2048 9=2 -23310=1,1.553750e-01
+InnerProduct             Conv_203                 1 1 716 718 0=128 2=2048 9=4
+BinaryOp                 Mul_205                  2 1 711_splitncnn_0 718 719 0=2
+BinaryOp                 Add_206                  2 1 719 705_splitncnn_0 720
+PReLU                    PRelu_207                1 1 720 722 0=128
+Convolution              Conv_208                 1 1 722 723 0=8 1=3 4=1 5=1 6=9216
+PixelShuffle             DepthToSpace_209         1 1 723 724 0=2
+Interp                   Resize_211               1 1 724 734 0=2 1=4.000000e+00 2=4.000000e+00
+Split                    splitncnn_26             1 3 734 734_splitncnn_0 734_splitncnn_1 734_splitncnn_2
+BinaryOp                 Add_212                  2 1 582_splitncnn_2 734_splitncnn_2 735
+Split                    splitncnn_27             1 3 735 735_splitncnn_0 735_splitncnn_1 735_splitncnn_2
+Crop                     Slice_217                1 1 454_splitncnn_3 740 -23309=1,0 -23310=1,3 -23311=1,0
+rife.Warp                Warp_223                 2 1 740 735_splitncnn_2 746
+Crop                     Slice_228                1 1 454_splitncnn_2 751 -23309=1,3 -23310=1,2147483647 -23311=1,0
+UnaryOp                  Neg_229                  1 1 735_splitncnn_1 752 0=1
+rife.Warp                Warp_235                 2 1 751 752 758
+Concat                   Concat_236               3 1 746 758 735_splitncnn_0 759
+Interp                   Resize_238               1 1 759 769 0=2 1=5.000000e-01 2=5.000000e-01
+Convolution              Conv_239                 1 1 769 771 0=96 1=5 3=2 4=2 5=1 6=19200
+PReLU                    PRelu_241                1 1 771 773 0=96
+Split                    splitncnn_28             1 2 773 773_splitncnn_0 773_splitncnn_1
+Convolution              Conv_242                 1 1 773_splitncnn_1 775 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_244                1 1 775 777 0=96
+Convolution              Conv_245                 1 1 777 779 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_29             1 2 779 779_splitncnn_0 779_splitncnn_1
+Pooling                  ReduceMean_248           1 1 779_splitncnn_1 781 0=1 4=1
+InnerProduct             Conv_249                 1 1 781 784 0=16 2=1536 9=2 -23310=1,1.670981e-03
+InnerProduct             Conv_251                 1 1 784 786 0=96 2=1536 9=4
+BinaryOp                 Mul_253                  2 1 779_splitncnn_0 786 787 0=2
+BinaryOp                 Add_254                  2 1 787 773_splitncnn_0 788
+PReLU                    PRelu_255                1 1 788 790 0=96
+Split                    splitncnn_30             1 2 790 790_splitncnn_0 790_splitncnn_1
+Convolution              Conv_256                 1 1 790_splitncnn_1 792 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_258                1 1 792 794 0=96
+Convolution              Conv_259                 1 1 794 796 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_31             1 2 796 796_splitncnn_0 796_splitncnn_1
+Pooling                  ReduceMean_262           1 1 796_splitncnn_1 798 0=1 4=1
+InnerProduct             Conv_263                 1 1 798 801 0=16 2=1536 9=2 -23310=1,3.868800e-01
+InnerProduct             Conv_265                 1 1 801 803 0=96 2=1536 9=4
+BinaryOp                 Mul_267                  2 1 796_splitncnn_0 803 804 0=2
+BinaryOp                 Add_268                  2 1 804 790_splitncnn_0 805
+PReLU                    PRelu_269                1 1 805 807 0=96
+Split                    splitncnn_32             1 2 807 807_splitncnn_0 807_splitncnn_1
+Convolution              Conv_270                 1 1 807_splitncnn_1 809 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_272                1 1 809 811 0=96
+Convolution              Conv_273                 1 1 811 813 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_33             1 2 813 813_splitncnn_0 813_splitncnn_1
+Pooling                  ReduceMean_276           1 1 813_splitncnn_1 815 0=1 4=1
+InnerProduct             Conv_277                 1 1 815 818 0=16 2=1536 9=2 -23310=1,3.475277e-01
+InnerProduct             Conv_279                 1 1 818 820 0=96 2=1536 9=4
+BinaryOp                 Mul_281                  2 1 813_splitncnn_0 820 821 0=2
+BinaryOp                 Add_282                  2 1 821 807_splitncnn_0 822
+PReLU                    PRelu_283                1 1 822 824 0=96
+Split                    splitncnn_34             1 2 824 824_splitncnn_0 824_splitncnn_1
+Convolution              Conv_284                 1 1 824_splitncnn_1 826 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_286                1 1 826 828 0=96
+Convolution              Conv_287                 1 1 828 830 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_35             1 2 830 830_splitncnn_0 830_splitncnn_1
+Pooling                  ReduceMean_290           1 1 830_splitncnn_1 832 0=1 4=1
+InnerProduct             Conv_291                 1 1 832 835 0=16 2=1536 9=2 -23310=1,7.044167e-02
+InnerProduct             Conv_293                 1 1 835 837 0=96 2=1536 9=4
+BinaryOp                 Mul_295                  2 1 830_splitncnn_0 837 838 0=2
+BinaryOp                 Add_296                  2 1 838 824_splitncnn_0 839
+PReLU                    PRelu_297                1 1 839 841 0=96
+Split                    splitncnn_36             1 2 841 841_splitncnn_0 841_splitncnn_1
+Convolution              Conv_298                 1 1 841_splitncnn_1 843 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_300                1 1 843 845 0=96
+Convolution              Conv_301                 1 1 845 847 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_37             1 2 847 847_splitncnn_0 847_splitncnn_1
+Pooling                  ReduceMean_304           1 1 847_splitncnn_1 849 0=1 4=1
+InnerProduct             Conv_305                 1 1 849 852 0=16 2=1536 9=2 -23310=1,1.834324e-01
+InnerProduct             Conv_307                 1 1 852 854 0=96 2=1536 9=4
+BinaryOp                 Mul_309                  2 1 847_splitncnn_0 854 855 0=2
+BinaryOp                 Add_310                  2 1 855 841_splitncnn_0 856
+PReLU                    PRelu_311                1 1 856 858 0=96
+Split                    splitncnn_38             1 2 858 858_splitncnn_0 858_splitncnn_1
+Convolution              Conv_312                 1 1 858_splitncnn_1 860 0=96 1=5 4=2 5=1 6=230400
+PReLU                    PRelu_314                1 1 860 862 0=96
+Convolution              Conv_315                 1 1 862 864 0=96 1=3 4=1 5=1 6=82944
+Split                    splitncnn_39             1 2 864 864_splitncnn_0 864_splitncnn_1
+Pooling                  ReduceMean_318           1 1 864_splitncnn_1 866 0=1 4=1
+InnerProduct             Conv_319                 1 1 866 869 0=16 2=1536 9=2 -23310=1,3.572731e-01
+InnerProduct             Conv_321                 1 1 869 871 0=96 2=1536 9=4
+BinaryOp                 Mul_323                  2 1 864_splitncnn_0 871 872 0=2
+BinaryOp                 Add_324                  2 1 872 858_splitncnn_0 873
+PReLU                    PRelu_325                1 1 873 875 0=96
+Convolution              Conv_326                 1 1 875 876 0=8 1=3 4=1 5=1 6=6912
+PixelShuffle             DepthToSpace_327         1 1 876 877 0=2
+Interp                   Resize_329               1 1 877 887 0=2 1=2.000000e+00 2=2.000000e+00
+Split                    splitncnn_40             1 2 887 887_splitncnn_0 887_splitncnn_1
+BinaryOp                 Add_330                  2 1 582_splitncnn_1 734_splitncnn_1 888
+BinaryOp                 Add_331                  2 1 888 887_splitncnn_1 889
+Split                    splitncnn_41             1 3 889 889_splitncnn_0 889_splitncnn_1 889_splitncnn_2
+Crop                     Slice_336                1 1 454_splitncnn_1 894 -23309=1,0 -23310=1,3 -23311=1,0
+rife.Warp                Warp_342                 2 1 894 889_splitncnn_2 900
+Crop                     Slice_347                1 1 454_splitncnn_0 905 -23309=1,3 -23310=1,2147483647 -23311=1,0
+UnaryOp                  Neg_348                  1 1 889_splitncnn_1 906 0=1
+rife.Warp                Warp_354                 2 1 905 906 912
+Concat                   Concat_355               3 1 900 912 889_splitncnn_0 913
+Convolution              Conv_356                 1 1 913 915 0=48 1=5 3=2 4=2 5=1 6=9600
+PReLU                    PRelu_358                1 1 915 917 0=48
+Split                    splitncnn_42             1 2 917 917_splitncnn_0 917_splitncnn_1
+Convolution              Conv_359                 1 1 917_splitncnn_1 919 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_361                1 1 919 921 0=48
+Convolution              Conv_362                 1 1 921 923 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_43             1 2 923 923_splitncnn_0 923_splitncnn_1
+Pooling                  ReduceMean_365           1 1 923_splitncnn_1 925 0=1 4=1
+InnerProduct             Conv_366                 1 1 925 928 0=16 2=768 9=2 -23310=1,2.075541e-02
+InnerProduct             Conv_368                 1 1 928 930 0=48 2=768 9=4
+BinaryOp                 Mul_370                  2 1 923_splitncnn_0 930 931 0=2
+BinaryOp                 Add_371                  2 1 931 917_splitncnn_0 932
+PReLU                    PRelu_372                1 1 932 934 0=48
+Split                    splitncnn_44             1 2 934 934_splitncnn_0 934_splitncnn_1
+Convolution              Conv_373                 1 1 934_splitncnn_1 936 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_375                1 1 936 938 0=48
+Convolution              Conv_376                 1 1 938 940 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_45             1 2 940 940_splitncnn_0 940_splitncnn_1
+Pooling                  ReduceMean_379           1 1 940_splitncnn_1 942 0=1 4=1
+InnerProduct             Conv_380                 1 1 942 945 0=16 2=768 9=2 -23310=1,7.201483e-01
+InnerProduct             Conv_382                 1 1 945 947 0=48 2=768 9=4
+BinaryOp                 Mul_384                  2 1 940_splitncnn_0 947 948 0=2
+BinaryOp                 Add_385                  2 1 948 934_splitncnn_0 949
+PReLU                    PRelu_386                1 1 949 951 0=48
+Split                    splitncnn_46             1 2 951 951_splitncnn_0 951_splitncnn_1
+Convolution              Conv_387                 1 1 951_splitncnn_1 953 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_389                1 1 953 955 0=48
+Convolution              Conv_390                 1 1 955 957 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_47             1 2 957 957_splitncnn_0 957_splitncnn_1
+Pooling                  ReduceMean_393           1 1 957_splitncnn_1 959 0=1 4=1
+InnerProduct             Conv_394                 1 1 959 962 0=16 2=768 9=2 -23310=1,2.671039e-01
+InnerProduct             Conv_396                 1 1 962 964 0=48 2=768 9=4
+BinaryOp                 Mul_398                  2 1 957_splitncnn_0 964 965 0=2
+BinaryOp                 Add_399                  2 1 965 951_splitncnn_0 966
+PReLU                    PRelu_400                1 1 966 968 0=48
+Split                    splitncnn_48             1 2 968 968_splitncnn_0 968_splitncnn_1
+Convolution              Conv_401                 1 1 968_splitncnn_1 970 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_403                1 1 970 972 0=48
+Convolution              Conv_404                 1 1 972 974 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_49             1 2 974 974_splitncnn_0 974_splitncnn_1
+Pooling                  ReduceMean_407           1 1 974_splitncnn_1 976 0=1 4=1
+InnerProduct             Conv_408                 1 1 976 979 0=16 2=768 9=2 -23310=1,1.908224e-01
+InnerProduct             Conv_410                 1 1 979 981 0=48 2=768 9=4
+BinaryOp                 Mul_412                  2 1 974_splitncnn_0 981 982 0=2
+BinaryOp                 Add_413                  2 1 982 968_splitncnn_0 983
+PReLU                    PRelu_414                1 1 983 985 0=48
+Split                    splitncnn_50             1 2 985 985_splitncnn_0 985_splitncnn_1
+Convolution              Conv_415                 1 1 985_splitncnn_1 987 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_417                1 1 987 989 0=48
+Convolution              Conv_418                 1 1 989 991 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_51             1 2 991 991_splitncnn_0 991_splitncnn_1
+Pooling                  ReduceMean_421           1 1 991_splitncnn_1 993 0=1 4=1
+InnerProduct             Conv_422                 1 1 993 996 0=16 2=768 9=2 -23310=1,6.525763e-01
+InnerProduct             Conv_424                 1 1 996 998 0=48 2=768 9=4
+BinaryOp                 Mul_426                  2 1 991_splitncnn_0 998 999 0=2
+BinaryOp                 Add_427                  2 1 999 985_splitncnn_0 1000
+PReLU                    PRelu_428                1 1 1000 1002 0=48
+Split                    splitncnn_52             1 2 1002 1002_splitncnn_0 1002_splitncnn_1
+Convolution              Conv_429                 1 1 1002_splitncnn_1 1004 0=48 1=5 4=2 5=1 6=57600
+PReLU                    PRelu_431                1 1 1004 1006 0=48
+Convolution              Conv_432                 1 1 1006 1008 0=48 1=3 4=1 5=1 6=20736
+Split                    splitncnn_53             1 2 1008 1008_splitncnn_0 1008_splitncnn_1
+Pooling                  ReduceMean_435           1 1 1008_splitncnn_1 1010 0=1 4=1
+InnerProduct             Conv_436                 1 1 1010 1013 0=16 2=768 9=2 -23310=1,5.485489e-01
+InnerProduct             Conv_438                 1 1 1013 1015 0=48 2=768 9=4
+BinaryOp                 Mul_440                  2 1 1008_splitncnn_0 1015 1016 0=2
+BinaryOp                 Add_441                  2 1 1016 1002_splitncnn_0 1017
+PReLU                    PRelu_442                1 1 1017 1019 0=48
+Convolution              Conv_443                 1 1 1019 1020 0=8 1=3 4=1 5=1 6=3456
+PixelShuffle             DepthToSpace_444         1 1 1020 1021 0=2
+BinaryOp                 Add_445                  2 1 582_splitncnn_0 734_splitncnn_0 1022
+BinaryOp                 Add_446                  2 1 1022 887_splitncnn_0 1023
+BinaryOp                 Add_447                  2 1 1023 1021 flow

models/rife/rife-anime/fusionnet.param

@@ -0,0 +1,105 @@
+7767517
+103 120
+Input                    img0                     0 1 img0
+Input                    img1                     0 1 img1
+Input                    flow                     0 1 flow
+Input                    3                        0 1 3
+Input                    4                        0 1 4
+Input                    5                        0 1 5
+Input                    6                        0 1 6
+Input                    7                        0 1 7
+Input                    8                        0 1 8
+Input                    9                        0 1 9
+Input                    10                       0 1 10
+Interp                   Resize_1                 1 1 flow 77 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_3                    1 1 77 79 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_0              1 3 79 79_splitncnn_0 79_splitncnn_1 79_splitncnn_2
+rife.Warp                Warp_9                   2 1 img0 79_splitncnn_2 85
+Split                    splitncnn_1              1 2 85 85_splitncnn_0 85_splitncnn_1
+UnaryOp                  Neg_10                   1 1 79_splitncnn_1 86 0=1
+rife.Warp                Warp_16                  2 1 img1 86 92
+Split                    splitncnn_2              1 2 92 92_splitncnn_0 92_splitncnn_1
+Concat                   Concat_17                3 1 85_splitncnn_1 92_splitncnn_1 79_splitncnn_0 93
+Convolution              Conv_18                  1 1 93 94 0=32 1=3 3=2 4=1 5=1 6=2304
+PReLU                    PRelu_19                 1 1 94 96 0=32
+Split                    splitncnn_3              1 2 96 96_splitncnn_0 96_splitncnn_1
+Convolution              Conv_20                  1 1 96_splitncnn_1 97 0=64 1=3 3=2 4=1 6=18432
+Convolution              Conv_21                  1 1 96_splitncnn_0 98 0=64 1=3 3=2 4=1 5=1 6=18432
+PReLU                    PRelu_22                 1 1 98 100 0=64
+Convolution              Conv_23                  1 1 100 101 0=64 1=3 4=1 5=1 6=36864
+Split                    splitncnn_4              1 2 101 101_splitncnn_0 101_splitncnn_1
+Pooling                  ReduceMean_25            1 1 101_splitncnn_1 103 0=1 4=1
+InnerProduct             Conv_26                  1 1 103 106 0=16 2=1024 9=2 -23310=1,1.541520e-01
+InnerProduct             Conv_28                  1 1 106 108 0=64 2=1024 9=4
+BinaryOp                 Mul_30                   2 1 101_splitncnn_0 108 109 0=2
+BinaryOp                 Add_31                   2 1 109 97 110
+PReLU                    PRelu_32                 1 1 110 112 0=64
+Split                    splitncnn_5              1 2 112 112_splitncnn_0 112_splitncnn_1
+Concat                   Concat_33                3 1 112_splitncnn_1 3 7 113
+Split                    splitncnn_6              1 2 113 113_splitncnn_0 113_splitncnn_1
+Convolution              Conv_34                  1 1 113_splitncnn_1 114 0=128 1=3 3=2 4=1 6=147456
+Convolution              Conv_35                  1 1 113_splitncnn_0 115 0=128 1=3 3=2 4=1 5=1 6=147456
+PReLU                    PRelu_36                 1 1 115 117 0=128
+Convolution              Conv_37                  1 1 117 118 0=128 1=3 4=1 5=1 6=147456
+Split                    splitncnn_7              1 2 118 118_splitncnn_0 118_splitncnn_1
+Pooling                  ReduceMean_39            1 1 118_splitncnn_1 120 0=1 4=1
+InnerProduct             Conv_40                  1 1 120 123 0=16 2=2048 9=2 -23310=1,4.722085e-02
+InnerProduct             Conv_42                  1 1 123 125 0=128 2=2048 9=4
+BinaryOp                 Mul_44                   2 1 118_splitncnn_0 125 126 0=2
+BinaryOp                 Add_45                   2 1 126 114 127
+PReLU                    PRelu_46                 1 1 127 129 0=128
+Split                    splitncnn_8              1 2 129 129_splitncnn_0 129_splitncnn_1
+Concat                   Concat_47                3 1 129_splitncnn_1 4 8 130
+Split                    splitncnn_9              1 2 130 130_splitncnn_0 130_splitncnn_1
+Convolution              Conv_48                  1 1 130_splitncnn_1 131 0=256 1=3 3=2 4=1 6=589824
+Convolution              Conv_49                  1 1 130_splitncnn_0 132 0=256 1=3 3=2 4=1 5=1 6=589824
+PReLU                    PRelu_50                 1 1 132 134 0=256
+Convolution              Conv_51                  1 1 134 135 0=256 1=3 4=1 5=1 6=589824
+Split                    splitncnn_10             1 2 135 135_splitncnn_0 135_splitncnn_1
+Pooling                  ReduceMean_53            1 1 135_splitncnn_1 137 0=1 4=1
+InnerProduct             Conv_54                  1 1 137 140 0=16 2=4096 9=2 -23310=1,8.144739e-02
+InnerProduct             Conv_56                  1 1 140 142 0=256 2=4096 9=4
+BinaryOp                 Mul_58                   2 1 135_splitncnn_0 142 143 0=2
+BinaryOp                 Add_59                   2 1 143 131 144
+PReLU                    PRelu_60                 1 1 144 146 0=256
+Split                    splitncnn_11             1 2 146 146_splitncnn_0 146_splitncnn_1
+Concat                   Concat_61                3 1 146_splitncnn_1 5 9 147
+Split                    splitncnn_12             1 2 147 147_splitncnn_0 147_splitncnn_1
+Convolution              Conv_62                  1 1 147_splitncnn_1 148 0=512 1=3 3=2 4=1 6=2359296
+Convolution              Conv_63                  1 1 147_splitncnn_0 149 0=512 1=3 3=2 4=1 5=1 6=2359296
+PReLU                    PRelu_64                 1 1 149 151 0=512
+Convolution              Conv_65                  1 1 151 152 0=512 1=3 4=1 5=1 6=2359296
+Split                    splitncnn_13             1 2 152 152_splitncnn_0 152_splitncnn_1
+Pooling                  ReduceMean_67            1 1 152_splitncnn_1 154 0=1 4=1
+InnerProduct             Conv_68                  1 1 154 157 0=16 2=8192 9=2 -23310=1,7.700763e-02
+InnerProduct             Conv_70                  1 1 157 159 0=512 2=8192 9=4
+BinaryOp                 Mul_72                   2 1 152_splitncnn_0 159 160 0=2
+BinaryOp                 Add_73                   2 1 160 148 161
+PReLU                    PRelu_74                 1 1 161 163 0=512
+Concat                   Concat_75                3 1 163 6 10 164
+Deconvolution            ConvTranspose_76         1 1 164 165 0=256 1=4 3=2 4=1 5=1 6=4194304
+PReLU                    PRelu_77                 1 1 165 167 0=256
+Concat                   Concat_78                2 1 167 146_splitncnn_0 168
+Deconvolution            ConvTranspose_79         1 1 168 169 0=128 1=4 3=2 4=1 5=1 6=1048576
+PReLU                    PRelu_80                 1 1 169 171 0=128
+Concat                   Concat_81                2 1 171 129_splitncnn_0 172
+Deconvolution            ConvTranspose_82         1 1 172 173 0=64 1=4 3=2 4=1 5=1 6=262144
+PReLU                    PRelu_83                 1 1 173 175 0=64
+Concat                   Concat_84                2 1 175 112_splitncnn_0 176
+Deconvolution            ConvTranspose_85         1 1 176 177 0=32 1=4 3=2 4=1 5=1 6=65536
+PReLU                    PRelu_86                 1 1 177 179 0=32
+Convolution              Conv_87                  1 1 179 180 0=16 1=3 4=1 5=1 6=4608
+PixelShuffle             DepthToSpace_88          1 1 180 181 0=2
+Sigmoid                  Sigmoid_89               1 1 181 182
+Split                    splitncnn_14             1 2 182 182_splitncnn_0 182_splitncnn_1
+Crop                     Slice_94                 1 1 182_splitncnn_1 187 -23309=1,0 -23310=1,3 -23311=1,0
+BinaryOp                 Mul_96                   1 1 187 189 0=2 1=1 2=2.000000e+00
+BinaryOp                 Sub_98                   1 1 189 191 0=1 1=1 2=1.000000e+00
+Crop                     Slice_103                1 1 182_splitncnn_0 196 -23309=1,3 -23310=1,4 -23311=1,0
+Split                    splitncnn_15             1 2 196 196_splitncnn_0 196_splitncnn_1
+BinaryOp                 Mul_104                  2 1 85_splitncnn_0 196_splitncnn_1 197 0=2
+BinaryOp                 Sub_106                  1 1 196_splitncnn_0 199 0=7 1=1 2=1.000000e+00
+BinaryOp                 Mul_107                  2 1 92_splitncnn_0 199 200 0=2
+BinaryOp                 Add_108                  2 1 197 200 201
+BinaryOp                 Add_109                  2 1 201 191 202
+Clip                     Clip_110                 1 1 202 output 0=0.000000e+00 1=1.000000e+00

models/rife/rife-v2.3/contextnet.param

@@ -0,0 +1,42 @@
+7767517
+40 46
+Input                    input.1                  0 1 input.1
+Input                    flow.0                   0 1 flow.0
+Convolution              Conv_0                   1 1 input.1 32 0=32 1=3 3=2 4=1 5=1 6=864
+PReLU                    PRelu_1                  1 1 32 34 0=32
+Convolution              Conv_2                   1 1 34 35 0=32 1=3 4=1 5=1 6=9216
+PReLU                    PRelu_3                  1 1 35 37 0=32
+Convolution              Conv_4                   1 1 37 38 0=32 1=3 3=2 4=1 5=1 6=9216
+PReLU                    PRelu_5                  1 1 38 40 0=32
+Convolution              Conv_6                   1 1 40 41 0=32 1=3 4=1 5=1 6=9216
+PReLU                    PRelu_7                  1 1 41 43 0=32
+Split                    splitncnn_0              1 2 43 43_splitncnn_0 43_splitncnn_1
+Interp                   Resize_9                 1 1 flow.0 53 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_11                   1 1 53 55 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_1              1 2 55 55_splitncnn_0 55_splitncnn_1
+rife.Warp                Warp_17                  2 1 43_splitncnn_1 55_splitncnn_1 f1
+Convolution              Conv_18                  1 1 43_splitncnn_0 62 0=64 1=3 3=2 4=1 5=1 6=18432
+PReLU                    PRelu_19                 1 1 62 64 0=64
+Convolution              Conv_20                  1 1 64 65 0=64 1=3 4=1 5=1 6=36864
+PReLU                    PRelu_21                 1 1 65 67 0=64
+Split                    splitncnn_2              1 2 67 67_splitncnn_0 67_splitncnn_1
+Interp                   Resize_23                1 1 55_splitncnn_0 77 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_25                   1 1 77 79 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_3              1 2 79 79_splitncnn_0 79_splitncnn_1
+rife.Warp                Warp_31                  2 1 67_splitncnn_1 79_splitncnn_1 f2
+Convolution              Conv_32                  1 1 67_splitncnn_0 86 0=128 1=3 3=2 4=1 5=1 6=73728
+PReLU                    PRelu_33                 1 1 86 88 0=128
+Convolution              Conv_34                  1 1 88 89 0=128 1=3 4=1 5=1 6=147456
+PReLU                    PRelu_35                 1 1 89 91 0=128
+Split                    splitncnn_4              1 2 91 91_splitncnn_0 91_splitncnn_1
+Interp                   Resize_37                1 1 79_splitncnn_0 101 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_39                   1 1 101 103 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_5              1 2 103 103_splitncnn_0 103_splitncnn_1
+rife.Warp                Warp_31a                 2 1 91_splitncnn_1 103_splitncnn_1 f3
+Convolution              Conv_46                  1 1 91_splitncnn_0 110 0=256 1=3 3=2 4=1 5=1 6=294912
+PReLU                    PRelu_47                 1 1 110 112 0=256
+Convolution              Conv_48                  1 1 112 113 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_49                 1 1 113 115 0=256
+Interp                   Resize_51                1 1 103_splitncnn_0 125 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_53                   1 1 125 127 0=2 1=1 2=5.000000e-01
+rife.Warp                Warp_ss                  2 1 115 127 f4

models/rife/rife-v2.3/flownet.param

@@ -0,0 +1,119 @@
+7767517
+117 135
+Input                    input0                   0 1 input0
+Input                    input1                   0 1 input1
+Concat                   input.1                  2 1 input0 input1 input.1
+Split                    splitncnn_input0         1 7 input.1 input.1_splitncnn_0 input.1_splitncnn_1 input.1_splitncnn_2 input.1_splitncnn_3 input.1_splitncnn_4 input.1_splitncnn_5 input.1_splitncnn_6
+Interp                   Resize_1                 1 1 input.1_splitncnn_6 114 0=2 1=1.250000e-01 2=1.250000e-01
+Convolution              Conv_2                   1 1 114 115 0=192 1=3 3=2 4=1 5=1 6=10368
+PReLU                    PRelu_3                  1 1 115 117 0=192
+Convolution              Conv_4                   1 1 117 118 0=384 1=3 3=2 4=1 5=1 6=663552
+PReLU                    PRelu_5                  1 1 118 120 0=384
+Convolution              Conv_6                   1 1 120 121 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_7                  1 1 121 123 0=384
+Convolution              Conv_8                   1 1 123 124 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_9                  1 1 124 126 0=384
+Convolution              Conv_10                  1 1 126 127 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_11                 1 1 127 129 0=384
+Convolution              Conv_12                  1 1 129 130 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_13                 1 1 130 132 0=384
+Convolution              Conv_14                  1 1 132 133 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_15                 1 1 133 135 0=384
+Convolution              Conv_16                  1 1 135 136 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_17                 1 1 136 138 0=384
+Deconvolution            ConvTranspose_18         1 1 138 139 0=4 1=4 3=2 4=1 5=1 6=24576
+Interp                   Resize_20                1 1 139 149 0=2 1=8.000000e+00 2=8.000000e+00
+Split                    splitncnn_0              1 4 149 149_splitncnn_0 149_splitncnn_1 149_splitncnn_2 149_splitncnn_3
+Interp                   Resize_22                1 1 149_splitncnn_3 159 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_24                   1 1 159 161 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_1              1 3 161 161_splitncnn_0 161_splitncnn_1 161_splitncnn_2
+Crop                     Slice_29                 1 1 input.1_splitncnn_5 166 -23309=1,0 -23310=1,3 -23311=1,0
+Crop                     Slice_34                 1 1 161_splitncnn_2 171 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_40                  2 1 166 171 177
+Crop                     Slice_45                 1 1 input.1_splitncnn_4 182 -23309=1,3 -23310=1,2147483647 -23311=1,0
+Crop                     Slice_50                 1 1 161_splitncnn_1 187 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_56                  2 1 182 187 193
+Concat                   Concat_57                3 1 177 193 161_splitncnn_0 194
+Interp                   Resize_59                1 1 194 204 0=2 1=2.500000e-01 2=2.500000e-01
+Convolution              Conv_60                  1 1 204 205 0=128 1=3 3=2 4=1 5=1 6=11520
+PReLU                    PRelu_61                 1 1 205 207 0=128
+Convolution              Conv_62                  1 1 207 208 0=256 1=3 3=2 4=1 5=1 6=294912
+PReLU                    PRelu_63                 1 1 208 210 0=256
+Convolution              Conv_64                  1 1 210 211 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_65                 1 1 211 213 0=256
+Convolution              Conv_66                  1 1 213 214 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_67                 1 1 214 216 0=256
+Convolution              Conv_68                  1 1 216 217 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_69                 1 1 217 219 0=256
+Convolution              Conv_70                  1 1 219 220 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_71                 1 1 220 222 0=256
+Convolution              Conv_72                  1 1 222 223 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_73                 1 1 223 225 0=256
+Convolution              Conv_74                  1 1 225 226 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_75                 1 1 226 228 0=256
+Deconvolution            ConvTranspose_76         1 1 228 229 0=4 1=4 3=2 4=1 5=1 6=16384
+Interp                   Resize_78                1 1 229 239 0=2 1=4.000000e+00 2=4.000000e+00
+Split                    splitncnn_2              1 3 239 239_splitncnn_0 239_splitncnn_1 239_splitncnn_2
+BinaryOp                 Add_79                   2 1 149_splitncnn_2 239_splitncnn_2 240
+Interp                   Resize_81                1 1 240 250 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_83                   1 1 250 252 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_3              1 3 252 252_splitncnn_0 252_splitncnn_1 252_splitncnn_2
+Crop                     Slice_88                 1 1 input.1_splitncnn_3 257 -23309=1,0 -23310=1,3 -23311=1,0
+Crop                     Slice_93                 1 1 252_splitncnn_2 262 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_99                  2 1 257 262 268
+Crop                     Slice_104                1 1 input.1_splitncnn_2 273 -23309=1,3 -23310=1,2147483647 -23311=1,0
+Crop                     Slice_109                1 1 252_splitncnn_1 278 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_115                 2 1 273 278 284
+Concat                   Concat_116               3 1 268 284 252_splitncnn_0 285
+Interp                   Resize_118               1 1 285 295 0=2 1=5.000000e-01 2=5.000000e-01
+Convolution              Conv_119                 1 1 295 296 0=96 1=3 3=2 4=1 5=1 6=8640
+PReLU                    PRelu_120                1 1 296 298 0=96
+Convolution              Conv_121                 1 1 298 299 0=192 1=3 3=2 4=1 5=1 6=165888
+PReLU                    PRelu_122                1 1 299 301 0=192
+Convolution              Conv_123                 1 1 301 302 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_124                1 1 302 304 0=192
+Convolution              Conv_125                 1 1 304 305 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_126                1 1 305 307 0=192
+Convolution              Conv_127                 1 1 307 308 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_128                1 1 308 310 0=192
+Convolution              Conv_129                 1 1 310 311 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_130                1 1 311 313 0=192
+Convolution              Conv_131                 1 1 313 314 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_132                1 1 314 316 0=192
+Convolution              Conv_133                 1 1 316 317 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_134                1 1 317 319 0=192
+Deconvolution            ConvTranspose_135        1 1 319 320 0=4 1=4 3=2 4=1 5=1 6=12288
+Interp                   Resize_137               1 1 320 330 0=2 1=2.000000e+00 2=2.000000e+00
+Split                    splitncnn_4              1 2 330 330_splitncnn_0 330_splitncnn_1
+BinaryOp                 Add_138                  2 1 149_splitncnn_1 239_splitncnn_1 331
+BinaryOp                 Add_139                  2 1 331 330_splitncnn_1 332
+Interp                   Resize_141               1 1 332 342 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_143                  1 1 342 344 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_5              1 3 344 344_splitncnn_0 344_splitncnn_1 344_splitncnn_2
+Crop                     Slice_148                1 1 input.1_splitncnn_1 349 -23309=1,0 -23310=1,3 -23311=1,0
+Crop                     Slice_153                1 1 344_splitncnn_2 354 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_159                 2 1 349 354 360
+Crop                     Slice_164                1 1 input.1_splitncnn_0 365 -23309=1,3 -23310=1,2147483647 -23311=1,0
+Crop                     Slice_169                1 1 344_splitncnn_1 370 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_175                 2 1 365 370 376
+Concat                   Concat_176               3 1 360 376 344_splitncnn_0 377
+Convolution              Conv_177                 1 1 377 378 0=48 1=3 3=2 4=1 5=1 6=4320
+PReLU                    PRelu_178                1 1 378 380 0=48
+Convolution              Conv_179                 1 1 380 381 0=96 1=3 3=2 4=1 5=1 6=41472
+PReLU                    PRelu_180                1 1 381 383 0=96
+Convolution              Conv_181                 1 1 383 384 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_182                1 1 384 386 0=96
+Convolution              Conv_183                 1 1 386 387 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_184                1 1 387 389 0=96
+Convolution              Conv_185                 1 1 389 390 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_186                1 1 390 392 0=96
+Convolution              Conv_187                 1 1 392 393 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_188                1 1 393 395 0=96
+Convolution              Conv_189                 1 1 395 396 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_190                1 1 396 398 0=96
+Convolution              Conv_191                 1 1 398 399 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_192                1 1 399 401 0=96
+Deconvolution            ConvTranspose_193        1 1 401 402 0=4 1=4 3=2 4=1 5=1 6=6144
+BinaryOp                 Add_194                  2 1 149_splitncnn_0 239_splitncnn_0 403
+BinaryOp                 Add_195                  2 1 403 330_splitncnn_0 404
+BinaryOp                 Add_196                  2 1 404 402 flow

models/rife/rife-v2.3/fusionnet.param

@@ -0,0 +1,74 @@
+7767517
+72 81
+Input                    img0                     0 1 img0
+Input                    img1                     0 1 img1
+Input                    flow                     0 1 flow
+Input                    3                        0 1 3
+Input                    4                        0 1 4
+Input                    5                        0 1 5
+Input                    6                        0 1 6
+Input                    7                        0 1 7
+Input                    8                        0 1 8
+Input                    9                        0 1 9
+Input                    10                       0 1 10
+Interp                   Resize_1                 1 1 flow 64 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_3                    1 1 64 66 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_0              1 3 66 66_splitncnn_0 66_splitncnn_1 66_splitncnn_2
+Crop                     Slice_8                  1 1 66_splitncnn_2 71 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_14                  2 1 img0 71 77
+Split                    splitncnn_1              1 2 77 77_splitncnn_0 77_splitncnn_1
+Crop                     Slice_19                 1 1 66_splitncnn_1 82 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_14                  2 1 img1 82 88
+Split                    splitncnn_2              1 2 88 88_splitncnn_0 88_splitncnn_1
+Concat                   Concat_26                3 1 77_splitncnn_1 88_splitncnn_1 66_splitncnn_0 89
+Convolution              Conv_27                  1 1 89 90 0=32 1=3 3=2 4=1 5=1 6=2880
+PReLU                    PRelu_28                 1 1 90 92 0=32
+Convolution              Conv_29                  1 1 92 93 0=32 1=3 4=1 5=1 6=9216
+PReLU                    PRelu_30                 1 1 93 95 0=32
+Convolution              Conv_31                  1 1 95 96 0=64 1=3 3=2 4=1 5=1 6=18432
+PReLU                    PRelu_32                 1 1 96 98 0=64
+Convolution              Conv_33                  1 1 98 99 0=64 1=3 4=1 5=1 6=36864
+PReLU                    PRelu_34                 1 1 99 101 0=64
+Split                    splitncnn_3              1 2 101 101_splitncnn_0 101_splitncnn_1
+Concat                   Concat_35                3 1 101_splitncnn_1 3 7 102
+Convolution              Conv_36                  1 1 102 103 0=128 1=3 3=2 4=1 5=1 6=147456
+PReLU                    PRelu_37                 1 1 103 105 0=128
+Convolution              Conv_38                  1 1 105 106 0=128 1=3 4=1 5=1 6=147456
+PReLU                    PRelu_39                 1 1 106 108 0=128
+Split                    splitncnn_4              1 2 108 108_splitncnn_0 108_splitncnn_1
+Concat                   Concat_40                3 1 108_splitncnn_1 4 8 109
+Convolution              Conv_41                  1 1 109 110 0=256 1=3 3=2 4=1 5=1 6=589824
+PReLU                    PRelu_42                 1 1 110 112 0=256
+Convolution              Conv_43                  1 1 112 113 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_44                 1 1 113 115 0=256
+Split                    splitncnn_5              1 2 115 115_splitncnn_0 115_splitncnn_1
+Concat                   Concat_45                3 1 115_splitncnn_1 5 9 116
+Convolution              Conv_46                  1 1 116 117 0=512 1=3 3=2 4=1 5=1 6=2359296
+PReLU                    PRelu_47                 1 1 117 119 0=512
+Convolution              Conv_48                  1 1 119 120 0=512 1=3 4=1 5=1 6=2359296
+PReLU                    PRelu_49                 1 1 120 122 0=512
+Concat                   Concat_50                3 1 122 6 10 123
+Deconvolution            ConvTranspose_51         1 1 123 124 0=256 1=4 3=2 4=1 5=1 6=4194304
+PReLU                    PRelu_52                 1 1 124 126 0=256
+Concat                   Concat_53                2 1 126 115_splitncnn_0 127
+Deconvolution            ConvTranspose_54         1 1 127 128 0=128 1=4 3=2 4=1 5=1 6=1048576
+PReLU                    PRelu_55                 1 1 128 130 0=128
+Concat                   Concat_56                2 1 130 108_splitncnn_0 131
+Deconvolution            ConvTranspose_57         1 1 131 132 0=64 1=4 3=2 4=1 5=1 6=262144
+PReLU                    PRelu_58                 1 1 132 134 0=64
+Concat                   Concat_59                2 1 134 101_splitncnn_0 135
+Deconvolution            ConvTranspose_60         1 1 135 136 0=32 1=4 3=2 4=1 5=1 6=65536
+PReLU                    PRelu_61                 1 1 136 138 0=32
+Deconvolution            ConvTranspose_62         1 1 138 140 0=4 1=4 3=2 4=1 5=1 6=2048 9=4
+Split                    splitncnn_6              1 2 140 140_splitncnn_0 140_splitncnn_1
+Crop                     Slice_68                 1 1 140_splitncnn_1 145 -23309=1,0 -23310=1,3 -23311=1,0
+BinaryOp                 Mul_70                   1 1 145 147 0=2 1=1 2=2.000000e+00
+BinaryOp                 Sub_72                   1 1 147 149 0=1 1=1 2=1.000000e+00
+Crop                     Slice_77                 1 1 140_splitncnn_0 154 -23309=1,3 -23310=1,4 -23311=1,0
+Split                    splitncnn_7              1 2 154 154_splitncnn_0 154_splitncnn_1
+BinaryOp                 Mul_78                   2 1 77_splitncnn_0 154_splitncnn_1 155 0=2
+BinaryOp                 Sub_80                   1 1 154_splitncnn_0 157 0=7 1=1 2=1.000000e+00
+BinaryOp                 Mul_81                   2 1 88_splitncnn_0 157 158 0=2
+BinaryOp                 Add_82                   2 1 155 158 159
+BinaryOp                 Add_83                   2 1 159 149 160
+Clip                     Clip_84                  1 1 160 output 0=0.000000e+00 1=1.000000e+00

models/rife/rife-v2.4/contextnet.param

@@ -0,0 +1,42 @@
+7767517
+40 46
+Input                    input.1                  0 1 input.1
+Input                    flow.0                   0 1 flow.0
+Convolution              Conv_0                   1 1 input.1 32 0=32 1=3 3=2 4=1 5=1 6=864
+PReLU                    PRelu_1                  1 1 32 34 0=32
+Convolution              Conv_2                   1 1 34 35 0=32 1=3 4=1 5=1 6=9216
+PReLU                    PRelu_3                  1 1 35 37 0=32
+Convolution              Conv_4                   1 1 37 38 0=32 1=3 3=2 4=1 5=1 6=9216
+PReLU                    PRelu_5                  1 1 38 40 0=32
+Convolution              Conv_6                   1 1 40 41 0=32 1=3 4=1 5=1 6=9216
+PReLU                    PRelu_7                  1 1 41 43 0=32
+Split                    splitncnn_0              1 2 43 43_splitncnn_0 43_splitncnn_1
+Interp                   Resize_9                 1 1 flow.0 53 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_11                   1 1 53 55 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_1              1 2 55 55_splitncnn_0 55_splitncnn_1
+rife.Warp                Warp_17                  2 1 43_splitncnn_1 55_splitncnn_1 f1
+Convolution              Conv_18                  1 1 43_splitncnn_0 62 0=64 1=3 3=2 4=1 5=1 6=18432
+PReLU                    PRelu_19                 1 1 62 64 0=64
+Convolution              Conv_20                  1 1 64 65 0=64 1=3 4=1 5=1 6=36864
+PReLU                    PRelu_21                 1 1 65 67 0=64
+Split                    splitncnn_2              1 2 67 67_splitncnn_0 67_splitncnn_1
+Interp                   Resize_23                1 1 55_splitncnn_0 77 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_25                   1 1 77 79 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_3              1 2 79 79_splitncnn_0 79_splitncnn_1
+rife.Warp                Warp_31                  2 1 67_splitncnn_1 79_splitncnn_1 f2
+Convolution              Conv_32                  1 1 67_splitncnn_0 86 0=128 1=3 3=2 4=1 5=1 6=73728
+PReLU                    PRelu_33                 1 1 86 88 0=128
+Convolution              Conv_34                  1 1 88 89 0=128 1=3 4=1 5=1 6=147456
+PReLU                    PRelu_35                 1 1 89 91 0=128
+Split                    splitncnn_4              1 2 91 91_splitncnn_0 91_splitncnn_1
+Interp                   Resize_37                1 1 79_splitncnn_0 101 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_39                   1 1 101 103 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_5              1 2 103 103_splitncnn_0 103_splitncnn_1
+rife.Warp                Warp_31a                 2 1 91_splitncnn_1 103_splitncnn_1 f3
+Convolution              Conv_46                  1 1 91_splitncnn_0 110 0=256 1=3 3=2 4=1 5=1 6=294912
+PReLU                    PRelu_47                 1 1 110 112 0=256
+Convolution              Conv_48                  1 1 112 113 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_49                 1 1 113 115 0=256
+Interp                   Resize_51                1 1 103_splitncnn_0 125 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_53                   1 1 125 127 0=2 1=1 2=5.000000e-01
+rife.Warp                Warp_ss                  2 1 115 127 f4

models/rife/rife-v2.4/flownet.param

@@ -0,0 +1,119 @@
+7767517
+117 135
+Input                    input0                   0 1 input0
+Input                    input1                   0 1 input1
+Concat                   input.1                  2 1 input0 input1 input.1
+Split                    splitncnn_input0         1 7 input.1 input.1_splitncnn_0 input.1_splitncnn_1 input.1_splitncnn_2 input.1_splitncnn_3 input.1_splitncnn_4 input.1_splitncnn_5 input.1_splitncnn_6
+Interp                   Resize_1                 1 1 input.1_splitncnn_6 114 0=2 1=1.250000e-01 2=1.250000e-01
+Convolution              Conv_2                   1 1 114 115 0=192 1=3 3=2 4=1 5=1 6=10368
+PReLU                    PRelu_3                  1 1 115 117 0=192
+Convolution              Conv_4                   1 1 117 118 0=384 1=3 3=2 4=1 5=1 6=663552
+PReLU                    PRelu_5                  1 1 118 120 0=384
+Convolution              Conv_6                   1 1 120 121 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_7                  1 1 121 123 0=384
+Convolution              Conv_8                   1 1 123 124 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_9                  1 1 124 126 0=384
+Convolution              Conv_10                  1 1 126 127 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_11                 1 1 127 129 0=384
+Convolution              Conv_12                  1 1 129 130 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_13                 1 1 130 132 0=384
+Convolution              Conv_14                  1 1 132 133 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_15                 1 1 133 135 0=384
+Convolution              Conv_16                  1 1 135 136 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_17                 1 1 136 138 0=384
+Deconvolution            ConvTranspose_18         1 1 138 139 0=4 1=4 3=2 4=1 5=1 6=24576
+Interp                   Resize_20                1 1 139 149 0=2 1=8.000000e+00 2=8.000000e+00
+Split                    splitncnn_0              1 4 149 149_splitncnn_0 149_splitncnn_1 149_splitncnn_2 149_splitncnn_3
+Interp                   Resize_22                1 1 149_splitncnn_3 159 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_24                   1 1 159 161 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_1              1 3 161 161_splitncnn_0 161_splitncnn_1 161_splitncnn_2
+Crop                     Slice_29                 1 1 input.1_splitncnn_5 166 -23309=1,0 -23310=1,3 -23311=1,0
+Crop                     Slice_34                 1 1 161_splitncnn_2 171 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_40                  2 1 166 171 177
+Crop                     Slice_45                 1 1 input.1_splitncnn_4 182 -23309=1,3 -23310=1,2147483647 -23311=1,0
+Crop                     Slice_50                 1 1 161_splitncnn_1 187 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_56                  2 1 182 187 193
+Concat                   Concat_57                3 1 177 193 161_splitncnn_0 194
+Interp                   Resize_59                1 1 194 204 0=2 1=2.500000e-01 2=2.500000e-01
+Convolution              Conv_60                  1 1 204 205 0=128 1=3 3=2 4=1 5=1 6=11520
+PReLU                    PRelu_61                 1 1 205 207 0=128
+Convolution              Conv_62                  1 1 207 208 0=256 1=3 3=2 4=1 5=1 6=294912
+PReLU                    PRelu_63                 1 1 208 210 0=256
+Convolution              Conv_64                  1 1 210 211 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_65                 1 1 211 213 0=256
+Convolution              Conv_66                  1 1 213 214 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_67                 1 1 214 216 0=256
+Convolution              Conv_68                  1 1 216 217 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_69                 1 1 217 219 0=256
+Convolution              Conv_70                  1 1 219 220 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_71                 1 1 220 222 0=256
+Convolution              Conv_72                  1 1 222 223 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_73                 1 1 223 225 0=256
+Convolution              Conv_74                  1 1 225 226 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_75                 1 1 226 228 0=256
+Deconvolution            ConvTranspose_76         1 1 228 229 0=4 1=4 3=2 4=1 5=1 6=16384
+Interp                   Resize_78                1 1 229 239 0=2 1=4.000000e+00 2=4.000000e+00
+Split                    splitncnn_2              1 3 239 239_splitncnn_0 239_splitncnn_1 239_splitncnn_2
+BinaryOp                 Add_79                   2 1 149_splitncnn_2 239_splitncnn_2 240
+Interp                   Resize_81                1 1 240 250 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_83                   1 1 250 252 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_3              1 3 252 252_splitncnn_0 252_splitncnn_1 252_splitncnn_2
+Crop                     Slice_88                 1 1 input.1_splitncnn_3 257 -23309=1,0 -23310=1,3 -23311=1,0
+Crop                     Slice_93                 1 1 252_splitncnn_2 262 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_99                  2 1 257 262 268
+Crop                     Slice_104                1 1 input.1_splitncnn_2 273 -23309=1,3 -23310=1,2147483647 -23311=1,0
+Crop                     Slice_109                1 1 252_splitncnn_1 278 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_115                 2 1 273 278 284
+Concat                   Concat_116               3 1 268 284 252_splitncnn_0 285
+Interp                   Resize_118               1 1 285 295 0=2 1=5.000000e-01 2=5.000000e-01
+Convolution              Conv_119                 1 1 295 296 0=96 1=3 3=2 4=1 5=1 6=8640
+PReLU                    PRelu_120                1 1 296 298 0=96
+Convolution              Conv_121                 1 1 298 299 0=192 1=3 3=2 4=1 5=1 6=165888
+PReLU                    PRelu_122                1 1 299 301 0=192
+Convolution              Conv_123                 1 1 301 302 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_124                1 1 302 304 0=192
+Convolution              Conv_125                 1 1 304 305 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_126                1 1 305 307 0=192
+Convolution              Conv_127                 1 1 307 308 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_128                1 1 308 310 0=192
+Convolution              Conv_129                 1 1 310 311 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_130                1 1 311 313 0=192
+Convolution              Conv_131                 1 1 313 314 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_132                1 1 314 316 0=192
+Convolution              Conv_133                 1 1 316 317 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_134                1 1 317 319 0=192
+Deconvolution            ConvTranspose_135        1 1 319 320 0=4 1=4 3=2 4=1 5=1 6=12288
+Interp                   Resize_137               1 1 320 330 0=2 1=2.000000e+00 2=2.000000e+00
+Split                    splitncnn_4              1 2 330 330_splitncnn_0 330_splitncnn_1
+BinaryOp                 Add_138                  2 1 149_splitncnn_1 239_splitncnn_1 331
+BinaryOp                 Add_139                  2 1 331 330_splitncnn_1 332
+Interp                   Resize_141               1 1 332 342 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_143                  1 1 342 344 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_5              1 3 344 344_splitncnn_0 344_splitncnn_1 344_splitncnn_2
+Crop                     Slice_148                1 1 input.1_splitncnn_1 349 -23309=1,0 -23310=1,3 -23311=1,0
+Crop                     Slice_153                1 1 344_splitncnn_2 354 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_159                 2 1 349 354 360
+Crop                     Slice_164                1 1 input.1_splitncnn_0 365 -23309=1,3 -23310=1,2147483647 -23311=1,0
+Crop                     Slice_169                1 1 344_splitncnn_1 370 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_175                 2 1 365 370 376
+Concat                   Concat_176               3 1 360 376 344_splitncnn_0 377
+Convolution              Conv_177                 1 1 377 378 0=48 1=3 3=2 4=1 5=1 6=4320
+PReLU                    PRelu_178                1 1 378 380 0=48
+Convolution              Conv_179                 1 1 380 381 0=96 1=3 3=2 4=1 5=1 6=41472
+PReLU                    PRelu_180                1 1 381 383 0=96
+Convolution              Conv_181                 1 1 383 384 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_182                1 1 384 386 0=96
+Convolution              Conv_183                 1 1 386 387 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_184                1 1 387 389 0=96
+Convolution              Conv_185                 1 1 389 390 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_186                1 1 390 392 0=96
+Convolution              Conv_187                 1 1 392 393 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_188                1 1 393 395 0=96
+Convolution              Conv_189                 1 1 395 396 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_190                1 1 396 398 0=96
+Convolution              Conv_191                 1 1 398 399 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_192                1 1 399 401 0=96
+Deconvolution            ConvTranspose_193        1 1 401 402 0=4 1=4 3=2 4=1 5=1 6=6144
+BinaryOp                 Add_194                  2 1 149_splitncnn_0 239_splitncnn_0 403
+BinaryOp                 Add_195                  2 1 403 330_splitncnn_0 404
+BinaryOp                 Add_196                  2 1 404 402 flow

models/rife/rife-v2.4/fusionnet.param

@@ -0,0 +1,74 @@
+7767517
+72 81
+Input                    img0                     0 1 img0
+Input                    img1                     0 1 img1
+Input                    flow                     0 1 flow
+Input                    3                        0 1 3
+Input                    4                        0 1 4
+Input                    5                        0 1 5
+Input                    6                        0 1 6
+Input                    7                        0 1 7
+Input                    8                        0 1 8
+Input                    9                        0 1 9
+Input                    10                       0 1 10
+Interp                   Resize_1                 1 1 flow 64 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_3                    1 1 64 66 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_0              1 3 66 66_splitncnn_0 66_splitncnn_1 66_splitncnn_2
+Crop                     Slice_8                  1 1 66_splitncnn_2 71 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_14                  2 1 img0 71 77
+Split                    splitncnn_1              1 2 77 77_splitncnn_0 77_splitncnn_1
+Crop                     Slice_19                 1 1 66_splitncnn_1 82 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_14                  2 1 img1 82 88
+Split                    splitncnn_2              1 2 88 88_splitncnn_0 88_splitncnn_1
+Concat                   Concat_26                3 1 77_splitncnn_1 88_splitncnn_1 66_splitncnn_0 89
+Convolution              Conv_27                  1 1 89 90 0=32 1=3 3=2 4=1 5=1 6=2880
+PReLU                    PRelu_28                 1 1 90 92 0=32
+Convolution              Conv_29                  1 1 92 93 0=32 1=3 4=1 5=1 6=9216
+PReLU                    PRelu_30                 1 1 93 95 0=32
+Convolution              Conv_31                  1 1 95 96 0=64 1=3 3=2 4=1 5=1 6=18432
+PReLU                    PRelu_32                 1 1 96 98 0=64
+Convolution              Conv_33                  1 1 98 99 0=64 1=3 4=1 5=1 6=36864
+PReLU                    PRelu_34                 1 1 99 101 0=64
+Split                    splitncnn_3              1 2 101 101_splitncnn_0 101_splitncnn_1
+Concat                   Concat_35                3 1 101_splitncnn_1 3 7 102
+Convolution              Conv_36                  1 1 102 103 0=128 1=3 3=2 4=1 5=1 6=147456
+PReLU                    PRelu_37                 1 1 103 105 0=128
+Convolution              Conv_38                  1 1 105 106 0=128 1=3 4=1 5=1 6=147456
+PReLU                    PRelu_39                 1 1 106 108 0=128
+Split                    splitncnn_4              1 2 108 108_splitncnn_0 108_splitncnn_1
+Concat                   Concat_40                3 1 108_splitncnn_1 4 8 109
+Convolution              Conv_41                  1 1 109 110 0=256 1=3 3=2 4=1 5=1 6=589824
+PReLU                    PRelu_42                 1 1 110 112 0=256
+Convolution              Conv_43                  1 1 112 113 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_44                 1 1 113 115 0=256
+Split                    splitncnn_5              1 2 115 115_splitncnn_0 115_splitncnn_1
+Concat                   Concat_45                3 1 115_splitncnn_1 5 9 116
+Convolution              Conv_46                  1 1 116 117 0=512 1=3 3=2 4=1 5=1 6=2359296
+PReLU                    PRelu_47                 1 1 117 119 0=512
+Convolution              Conv_48                  1 1 119 120 0=512 1=3 4=1 5=1 6=2359296
+PReLU                    PRelu_49                 1 1 120 122 0=512
+Concat                   Concat_50                3 1 122 6 10 123
+Deconvolution            ConvTranspose_51         1 1 123 124 0=256 1=4 3=2 4=1 5=1 6=4194304
+PReLU                    PRelu_52                 1 1 124 126 0=256
+Concat                   Concat_53                2 1 126 115_splitncnn_0 127
+Deconvolution            ConvTranspose_54         1 1 127 128 0=128 1=4 3=2 4=1 5=1 6=1048576
+PReLU                    PRelu_55                 1 1 128 130 0=128
+Concat                   Concat_56                2 1 130 108_splitncnn_0 131
+Deconvolution            ConvTranspose_57         1 1 131 132 0=64 1=4 3=2 4=1 5=1 6=262144
+PReLU                    PRelu_58                 1 1 132 134 0=64
+Concat                   Concat_59                2 1 134 101_splitncnn_0 135
+Deconvolution            ConvTranspose_60         1 1 135 136 0=32 1=4 3=2 4=1 5=1 6=65536
+PReLU                    PRelu_61                 1 1 136 138 0=32
+Deconvolution            ConvTranspose_62         1 1 138 140 0=4 1=4 3=2 4=1 5=1 6=2048 9=4
+Split                    splitncnn_6              1 2 140 140_splitncnn_0 140_splitncnn_1
+Crop                     Slice_68                 1 1 140_splitncnn_1 145 -23309=1,0 -23310=1,3 -23311=1,0
+BinaryOp                 Mul_70                   1 1 145 147 0=2 1=1 2=2.000000e+00
+BinaryOp                 Sub_72                   1 1 147 149 0=1 1=1 2=1.000000e+00
+Crop                     Slice_77                 1 1 140_splitncnn_0 154 -23309=1,3 -23310=1,4 -23311=1,0
+Split                    splitncnn_7              1 2 154 154_splitncnn_0 154_splitncnn_1
+BinaryOp                 Mul_78                   2 1 77_splitncnn_0 154_splitncnn_1 155 0=2
+BinaryOp                 Sub_80                   1 1 154_splitncnn_0 157 0=7 1=1 2=1.000000e+00
+BinaryOp                 Mul_81                   2 1 88_splitncnn_0 157 158 0=2
+BinaryOp                 Add_82                   2 1 155 158 159
+BinaryOp                 Add_83                   2 1 159 149 160
+Clip                     Clip_84                  1 1 160 output 0=0.000000e+00 1=1.000000e+00

models/rife/rife-v2/contextnet.param

@@ -0,0 +1,42 @@
+7767517
+40 46
+Input                    input.1                  0 1 input.1
+Input                    flow.0                   0 1 flow.0
+Convolution              Conv_0                   1 1 input.1 32 0=32 1=3 3=2 4=1 5=1 6=864
+PReLU                    PRelu_1                  1 1 32 34 0=32
+Convolution              Conv_2                   1 1 34 35 0=32 1=3 4=1 5=1 6=9216
+PReLU                    PRelu_3                  1 1 35 37 0=32
+Convolution              Conv_4                   1 1 37 38 0=32 1=3 3=2 4=1 5=1 6=9216
+PReLU                    PRelu_5                  1 1 38 40 0=32
+Convolution              Conv_6                   1 1 40 41 0=32 1=3 4=1 5=1 6=9216
+PReLU                    PRelu_7                  1 1 41 43 0=32
+Split                    splitncnn_0              1 2 43 43_splitncnn_0 43_splitncnn_1
+Interp                   Resize_9                 1 1 flow.0 53 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_11                   1 1 53 55 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_1              1 2 55 55_splitncnn_0 55_splitncnn_1
+rife.Warp                Warp_17                  2 1 43_splitncnn_1 55_splitncnn_1 f1
+Convolution              Conv_18                  1 1 43_splitncnn_0 62 0=64 1=3 3=2 4=1 5=1 6=18432
+PReLU                    PRelu_19                 1 1 62 64 0=64
+Convolution              Conv_20                  1 1 64 65 0=64 1=3 4=1 5=1 6=36864
+PReLU                    PRelu_21                 1 1 65 67 0=64
+Split                    splitncnn_2              1 2 67 67_splitncnn_0 67_splitncnn_1
+Interp                   Resize_23                1 1 55_splitncnn_0 77 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_25                   1 1 77 79 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_3              1 2 79 79_splitncnn_0 79_splitncnn_1
+rife.Warp                Warp_31                  2 1 67_splitncnn_1 79_splitncnn_1 f2
+Convolution              Conv_32                  1 1 67_splitncnn_0 86 0=128 1=3 3=2 4=1 5=1 6=73728
+PReLU                    PRelu_33                 1 1 86 88 0=128
+Convolution              Conv_34                  1 1 88 89 0=128 1=3 4=1 5=1 6=147456
+PReLU                    PRelu_35                 1 1 89 91 0=128
+Split                    splitncnn_4              1 2 91 91_splitncnn_0 91_splitncnn_1
+Interp                   Resize_37                1 1 79_splitncnn_0 101 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_39                   1 1 101 103 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_5              1 2 103 103_splitncnn_0 103_splitncnn_1
+rife.Warp                Warp_31a                 2 1 91_splitncnn_1 103_splitncnn_1 f3
+Convolution              Conv_46                  1 1 91_splitncnn_0 110 0=256 1=3 3=2 4=1 5=1 6=294912
+PReLU                    PRelu_47                 1 1 110 112 0=256
+Convolution              Conv_48                  1 1 112 113 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_49                 1 1 113 115 0=256
+Interp                   Resize_51                1 1 103_splitncnn_0 125 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_53                   1 1 125 127 0=2 1=1 2=5.000000e-01
+rife.Warp                Warp_ss                  2 1 115 127 f4

models/rife/rife-v2/flownet.param

@@ -0,0 +1,119 @@
+7767517
+117 135
+Input                    input0                   0 1 input0
+Input                    input1                   0 1 input1
+Concat                   input.1                  2 1 input0 input1 input.1
+Split                    splitncnn_input0         1 7 input.1 input.1_splitncnn_0 input.1_splitncnn_1 input.1_splitncnn_2 input.1_splitncnn_3 input.1_splitncnn_4 input.1_splitncnn_5 input.1_splitncnn_6
+Interp                   Resize_1                 1 1 input.1_splitncnn_6 114 0=2 1=1.250000e-01 2=1.250000e-01
+Convolution              Conv_2                   1 1 114 115 0=192 1=3 3=2 4=1 5=1 6=10368
+PReLU                    PRelu_3                  1 1 115 117 0=192
+Convolution              Conv_4                   1 1 117 118 0=384 1=3 3=2 4=1 5=1 6=663552
+PReLU                    PRelu_5                  1 1 118 120 0=384
+Convolution              Conv_6                   1 1 120 121 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_7                  1 1 121 123 0=384
+Convolution              Conv_8                   1 1 123 124 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_9                  1 1 124 126 0=384
+Convolution              Conv_10                  1 1 126 127 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_11                 1 1 127 129 0=384
+Convolution              Conv_12                  1 1 129 130 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_13                 1 1 130 132 0=384
+Convolution              Conv_14                  1 1 132 133 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_15                 1 1 133 135 0=384
+Convolution              Conv_16                  1 1 135 136 0=384 1=3 4=1 5=1 6=1327104
+PReLU                    PRelu_17                 1 1 136 138 0=384
+Deconvolution            ConvTranspose_18         1 1 138 139 0=4 1=4 3=2 4=1 5=1 6=24576
+Interp                   Resize_20                1 1 139 149 0=2 1=8.000000e+00 2=8.000000e+00
+Split                    splitncnn_0              1 4 149 149_splitncnn_0 149_splitncnn_1 149_splitncnn_2 149_splitncnn_3
+Interp                   Resize_22                1 1 149_splitncnn_3 159 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_24                   1 1 159 161 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_1              1 3 161 161_splitncnn_0 161_splitncnn_1 161_splitncnn_2
+Crop                     Slice_29                 1 1 input.1_splitncnn_5 166 -23309=1,0 -23310=1,3 -23311=1,0
+Crop                     Slice_34                 1 1 161_splitncnn_2 171 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_40                  2 1 166 171 177
+Crop                     Slice_45                 1 1 input.1_splitncnn_4 182 -23309=1,3 -23310=1,2147483647 -23311=1,0
+Crop                     Slice_50                 1 1 161_splitncnn_1 187 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_56                  2 1 182 187 193
+Concat                   Concat_57                3 1 177 193 161_splitncnn_0 194
+Interp                   Resize_59                1 1 194 204 0=2 1=2.500000e-01 2=2.500000e-01
+Convolution              Conv_60                  1 1 204 205 0=128 1=3 3=2 4=1 5=1 6=11520
+PReLU                    PRelu_61                 1 1 205 207 0=128
+Convolution              Conv_62                  1 1 207 208 0=256 1=3 3=2 4=1 5=1 6=294912
+PReLU                    PRelu_63                 1 1 208 210 0=256
+Convolution              Conv_64                  1 1 210 211 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_65                 1 1 211 213 0=256
+Convolution              Conv_66                  1 1 213 214 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_67                 1 1 214 216 0=256
+Convolution              Conv_68                  1 1 216 217 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_69                 1 1 217 219 0=256
+Convolution              Conv_70                  1 1 219 220 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_71                 1 1 220 222 0=256
+Convolution              Conv_72                  1 1 222 223 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_73                 1 1 223 225 0=256
+Convolution              Conv_74                  1 1 225 226 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_75                 1 1 226 228 0=256
+Deconvolution            ConvTranspose_76         1 1 228 229 0=4 1=4 3=2 4=1 5=1 6=16384
+Interp                   Resize_78                1 1 229 239 0=2 1=4.000000e+00 2=4.000000e+00
+Split                    splitncnn_2              1 3 239 239_splitncnn_0 239_splitncnn_1 239_splitncnn_2
+BinaryOp                 Add_79                   2 1 149_splitncnn_2 239_splitncnn_2 240
+Interp                   Resize_81                1 1 240 250 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_83                   1 1 250 252 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_3              1 3 252 252_splitncnn_0 252_splitncnn_1 252_splitncnn_2
+Crop                     Slice_88                 1 1 input.1_splitncnn_3 257 -23309=1,0 -23310=1,3 -23311=1,0
+Crop                     Slice_93                 1 1 252_splitncnn_2 262 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_99                  2 1 257 262 268
+Crop                     Slice_104                1 1 input.1_splitncnn_2 273 -23309=1,3 -23310=1,2147483647 -23311=1,0
+Crop                     Slice_109                1 1 252_splitncnn_1 278 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_115                 2 1 273 278 284
+Concat                   Concat_116               3 1 268 284 252_splitncnn_0 285
+Interp                   Resize_118               1 1 285 295 0=2 1=5.000000e-01 2=5.000000e-01
+Convolution              Conv_119                 1 1 295 296 0=96 1=3 3=2 4=1 5=1 6=8640
+PReLU                    PRelu_120                1 1 296 298 0=96
+Convolution              Conv_121                 1 1 298 299 0=192 1=3 3=2 4=1 5=1 6=165888
+PReLU                    PRelu_122                1 1 299 301 0=192
+Convolution              Conv_123                 1 1 301 302 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_124                1 1 302 304 0=192
+Convolution              Conv_125                 1 1 304 305 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_126                1 1 305 307 0=192
+Convolution              Conv_127                 1 1 307 308 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_128                1 1 308 310 0=192
+Convolution              Conv_129                 1 1 310 311 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_130                1 1 311 313 0=192
+Convolution              Conv_131                 1 1 313 314 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_132                1 1 314 316 0=192
+Convolution              Conv_133                 1 1 316 317 0=192 1=3 4=1 5=1 6=331776
+PReLU                    PRelu_134                1 1 317 319 0=192
+Deconvolution            ConvTranspose_135        1 1 319 320 0=4 1=4 3=2 4=1 5=1 6=12288
+Interp                   Resize_137               1 1 320 330 0=2 1=2.000000e+00 2=2.000000e+00
+Split                    splitncnn_4              1 2 330 330_splitncnn_0 330_splitncnn_1
+BinaryOp                 Add_138                  2 1 149_splitncnn_1 239_splitncnn_1 331
+BinaryOp                 Add_139                  2 1 331 330_splitncnn_1 332
+Interp                   Resize_141               1 1 332 342 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_143                  1 1 342 344 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_5              1 3 344 344_splitncnn_0 344_splitncnn_1 344_splitncnn_2
+Crop                     Slice_148                1 1 input.1_splitncnn_1 349 -23309=1,0 -23310=1,3 -23311=1,0
+Crop                     Slice_153                1 1 344_splitncnn_2 354 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_159                 2 1 349 354 360
+Crop                     Slice_164                1 1 input.1_splitncnn_0 365 -23309=1,3 -23310=1,2147483647 -23311=1,0
+Crop                     Slice_169                1 1 344_splitncnn_1 370 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_175                 2 1 365 370 376
+Concat                   Concat_176               3 1 360 376 344_splitncnn_0 377
+Convolution              Conv_177                 1 1 377 378 0=48 1=3 3=2 4=1 5=1 6=4320
+PReLU                    PRelu_178                1 1 378 380 0=48
+Convolution              Conv_179                 1 1 380 381 0=96 1=3 3=2 4=1 5=1 6=41472
+PReLU                    PRelu_180                1 1 381 383 0=96
+Convolution              Conv_181                 1 1 383 384 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_182                1 1 384 386 0=96
+Convolution              Conv_183                 1 1 386 387 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_184                1 1 387 389 0=96
+Convolution              Conv_185                 1 1 389 390 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_186                1 1 390 392 0=96
+Convolution              Conv_187                 1 1 392 393 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_188                1 1 393 395 0=96
+Convolution              Conv_189                 1 1 395 396 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_190                1 1 396 398 0=96
+Convolution              Conv_191                 1 1 398 399 0=96 1=3 4=1 5=1 6=82944
+PReLU                    PRelu_192                1 1 399 401 0=96
+Deconvolution            ConvTranspose_193        1 1 401 402 0=4 1=4 3=2 4=1 5=1 6=6144
+BinaryOp                 Add_194                  2 1 149_splitncnn_0 239_splitncnn_0 403
+BinaryOp                 Add_195                  2 1 403 330_splitncnn_0 404
+BinaryOp                 Add_196                  2 1 404 402 flow

models/rife/rife-v2/fusionnet.param

@@ -0,0 +1,74 @@
+7767517
+72 81
+Input                    img0                     0 1 img0
+Input                    img1                     0 1 img1
+Input                    flow                     0 1 flow
+Input                    3                        0 1 3
+Input                    4                        0 1 4
+Input                    5                        0 1 5
+Input                    6                        0 1 6
+Input                    7                        0 1 7
+Input                    8                        0 1 8
+Input                    9                        0 1 9
+Input                    10                       0 1 10
+Interp                   Resize_1                 1 1 flow 64 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_3                    1 1 64 66 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_0              1 3 66 66_splitncnn_0 66_splitncnn_1 66_splitncnn_2
+Crop                     Slice_8                  1 1 66_splitncnn_2 71 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_14                  2 1 img0 71 77
+Split                    splitncnn_1              1 2 77 77_splitncnn_0 77_splitncnn_1
+Crop                     Slice_19                 1 1 66_splitncnn_1 82 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_14                  2 1 img1 82 88
+Split                    splitncnn_2              1 2 88 88_splitncnn_0 88_splitncnn_1
+Concat                   Concat_26                3 1 77_splitncnn_1 88_splitncnn_1 66_splitncnn_0 89
+Convolution              Conv_27                  1 1 89 90 0=32 1=3 3=2 4=1 5=1 6=2880
+PReLU                    PRelu_28                 1 1 90 92 0=32
+Convolution              Conv_29                  1 1 92 93 0=32 1=3 4=1 5=1 6=9216
+PReLU                    PRelu_30                 1 1 93 95 0=32
+Convolution              Conv_31                  1 1 95 96 0=64 1=3 3=2 4=1 5=1 6=18432
+PReLU                    PRelu_32                 1 1 96 98 0=64
+Convolution              Conv_33                  1 1 98 99 0=64 1=3 4=1 5=1 6=36864
+PReLU                    PRelu_34                 1 1 99 101 0=64
+Split                    splitncnn_3              1 2 101 101_splitncnn_0 101_splitncnn_1
+Concat                   Concat_35                3 1 101_splitncnn_1 3 7 102
+Convolution              Conv_36                  1 1 102 103 0=128 1=3 3=2 4=1 5=1 6=147456
+PReLU                    PRelu_37                 1 1 103 105 0=128
+Convolution              Conv_38                  1 1 105 106 0=128 1=3 4=1 5=1 6=147456
+PReLU                    PRelu_39                 1 1 106 108 0=128
+Split                    splitncnn_4              1 2 108 108_splitncnn_0 108_splitncnn_1
+Concat                   Concat_40                3 1 108_splitncnn_1 4 8 109
+Convolution              Conv_41                  1 1 109 110 0=256 1=3 3=2 4=1 5=1 6=589824
+PReLU                    PRelu_42                 1 1 110 112 0=256
+Convolution              Conv_43                  1 1 112 113 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_44                 1 1 113 115 0=256
+Split                    splitncnn_5              1 2 115 115_splitncnn_0 115_splitncnn_1
+Concat                   Concat_45                3 1 115_splitncnn_1 5 9 116
+Convolution              Conv_46                  1 1 116 117 0=512 1=3 3=2 4=1 5=1 6=2359296
+PReLU                    PRelu_47                 1 1 117 119 0=512
+Convolution              Conv_48                  1 1 119 120 0=512 1=3 4=1 5=1 6=2359296
+PReLU                    PRelu_49                 1 1 120 122 0=512
+Concat                   Concat_50                3 1 122 6 10 123
+Deconvolution            ConvTranspose_51         1 1 123 124 0=256 1=4 3=2 4=1 5=1 6=4194304
+PReLU                    PRelu_52                 1 1 124 126 0=256
+Concat                   Concat_53                2 1 126 115_splitncnn_0 127
+Deconvolution            ConvTranspose_54         1 1 127 128 0=128 1=4 3=2 4=1 5=1 6=1048576
+PReLU                    PRelu_55                 1 1 128 130 0=128
+Concat                   Concat_56                2 1 130 108_splitncnn_0 131
+Deconvolution            ConvTranspose_57         1 1 131 132 0=64 1=4 3=2 4=1 5=1 6=262144
+PReLU                    PRelu_58                 1 1 132 134 0=64
+Concat                   Concat_59                2 1 134 101_splitncnn_0 135
+Deconvolution            ConvTranspose_60         1 1 135 136 0=32 1=4 3=2 4=1 5=1 6=65536
+PReLU                    PRelu_61                 1 1 136 138 0=32
+Deconvolution            ConvTranspose_62         1 1 138 140 0=4 1=4 3=2 4=1 5=1 6=2048 9=4
+Split                    splitncnn_6              1 2 140 140_splitncnn_0 140_splitncnn_1
+Crop                     Slice_68                 1 1 140_splitncnn_1 145 -23309=1,0 -23310=1,3 -23311=1,0
+BinaryOp                 Mul_70                   1 1 145 147 0=2 1=1 2=2.000000e+00
+BinaryOp                 Sub_72                   1 1 147 149 0=1 1=1 2=1.000000e+00
+Crop                     Slice_77                 1 1 140_splitncnn_0 154 -23309=1,3 -23310=1,4 -23311=1,0
+Split                    splitncnn_7              1 2 154 154_splitncnn_0 154_splitncnn_1
+BinaryOp                 Mul_78                   2 1 77_splitncnn_0 154_splitncnn_1 155 0=2
+BinaryOp                 Sub_80                   1 1 154_splitncnn_0 157 0=7 1=1 2=1.000000e+00
+BinaryOp                 Mul_81                   2 1 88_splitncnn_0 157 158 0=2
+BinaryOp                 Add_82                   2 1 155 158 159
+BinaryOp                 Add_83                   2 1 159 149 160
+Clip                     Clip_84                  1 1 160 output 0=0.000000e+00 1=1.000000e+00

models/rife/rife-v3.0/contextnet.param

@@ -0,0 +1,42 @@
+7767517
+40 46
+Input                    input.1                  0 1 input.1
+Input                    flow.0                   0 1 flow.0
+Convolution              Conv_0                   1 1 input.1 32 0=32 1=3 3=2 4=1 5=1 6=864
+PReLU                    PRelu_1                  1 1 32 34 0=32
+Convolution              Conv_2                   1 1 34 35 0=32 1=3 4=1 5=1 6=9216
+PReLU                    PRelu_3                  1 1 35 37 0=32
+Convolution              Conv_4                   1 1 37 38 0=32 1=3 3=2 4=1 5=1 6=9216
+PReLU                    PRelu_5                  1 1 38 40 0=32
+Convolution              Conv_6                   1 1 40 41 0=32 1=3 4=1 5=1 6=9216
+PReLU                    PRelu_7                  1 1 41 43 0=32
+Split                    splitncnn_0              1 2 43 43_splitncnn_0 43_splitncnn_1
+Interp                   Resize_9                 1 1 flow.0 53 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_11                   1 1 53 55 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_1              1 2 55 55_splitncnn_0 55_splitncnn_1
+rife.Warp                Warp_17                  2 1 43_splitncnn_1 55_splitncnn_1 f1
+Convolution              Conv_18                  1 1 43_splitncnn_0 62 0=64 1=3 3=2 4=1 5=1 6=18432
+PReLU                    PRelu_19                 1 1 62 64 0=64
+Convolution              Conv_20                  1 1 64 65 0=64 1=3 4=1 5=1 6=36864
+PReLU                    PRelu_21                 1 1 65 67 0=64
+Split                    splitncnn_2              1 2 67 67_splitncnn_0 67_splitncnn_1
+Interp                   Resize_23                1 1 55_splitncnn_0 77 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_25                   1 1 77 79 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_3              1 2 79 79_splitncnn_0 79_splitncnn_1
+rife.Warp                Warp_31                  2 1 67_splitncnn_1 79_splitncnn_1 f2
+Convolution              Conv_32                  1 1 67_splitncnn_0 86 0=128 1=3 3=2 4=1 5=1 6=73728
+PReLU                    PRelu_33                 1 1 86 88 0=128
+Convolution              Conv_34                  1 1 88 89 0=128 1=3 4=1 5=1 6=147456
+PReLU                    PRelu_35                 1 1 89 91 0=128
+Split                    splitncnn_4              1 2 91 91_splitncnn_0 91_splitncnn_1
+Interp                   Resize_37                1 1 79_splitncnn_0 101 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_39                   1 1 101 103 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_5              1 2 103 103_splitncnn_0 103_splitncnn_1
+rife.Warp                Warp_45                  2 1 91_splitncnn_1 103_splitncnn_1 f3
+Convolution              Conv_46                  1 1 91_splitncnn_0 110 0=256 1=3 3=2 4=1 5=1 6=294912
+PReLU                    PRelu_47                 1 1 110 112 0=256
+Convolution              Conv_48                  1 1 112 113 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_49                 1 1 113 115 0=256
+Interp                   Resize_51                1 1 103_splitncnn_0 125 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_53                   1 1 125 127 0=2 1=1 2=5.000000e-01
+rife.Warp                Warp_59                  2 1 115 127 f4

models/rife/rife-v3.0/flownet.param

@@ -0,0 +1,114 @@
+7767517
+112 132
+Input                    input0                   0 1 input0
+Input                    input1                   0 1 input1
+Concat                   input.1                  2 1 input0 input1 input.1
+Interp                   Resize_1                 1 1 input.1 88 0=2
+Split                    splitncnn_0              1 5 88 88_splitncnn_0 88_splitncnn_1 88_splitncnn_2 88_splitncnn_3 88_splitncnn_4
+Interp                   Resize_3                 1 1 88_splitncnn_4 98 0=2 1=2.500000e-01 2=2.500000e-01
+Convolution              Conv_4                   1 1 98 99 0=80 1=3 3=2 4=1 5=1 6=4320
+PReLU                    PRelu_5                  1 1 99 101 0=80
+Convolution              Conv_6                   1 1 101 102 0=160 1=3 3=2 4=1 5=1 6=115200
+PReLU                    PRelu_7                  1 1 102 104 0=160
+Split                    splitncnn_1              1 2 104 104_splitncnn_0 104_splitncnn_1
+Convolution              Conv_8                   1 1 104_splitncnn_1 105 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_9                  1 1 105 107 0=160
+Convolution              Conv_10                  1 1 107 108 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_11                 1 1 108 110 0=160
+BinaryOp                 Add_12                   2 1 110 104_splitncnn_0 111
+Split                    splitncnn_2              1 2 111 111_splitncnn_0 111_splitncnn_1
+Convolution              Conv_13                  1 1 111_splitncnn_1 112 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_14                 1 1 112 114 0=160
+Convolution              Conv_15                  1 1 114 115 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_16                 1 1 115 117 0=160
+BinaryOp                 Add_17                   2 1 117 111_splitncnn_0 118
+Split                    splitncnn_3              1 2 118 118_splitncnn_0 118_splitncnn_1
+Convolution              Conv_18                  1 1 118_splitncnn_1 119 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_19                 1 1 119 121 0=160
+Convolution              Conv_20                  1 1 121 122 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_21                 1 1 122 124 0=160
+BinaryOp                 Add_22                   2 1 124 118_splitncnn_0 125
+Deconvolution            ConvTranspose_23         1 1 125 126 0=4 1=4 3=2 4=1 5=1 6=10240
+Interp                   Resize_25                1 1 126 136 0=2 1=4.000000e+00 2=4.000000e+00
+BinaryOp                 Mul_27                   1 1 136 138 0=2 1=1 2=4.000000e+00
+Split                    splitncnn_4              1 3 138 138_splitncnn_0 138_splitncnn_1 138_splitncnn_2
+Interp                   Resize_29                1 1 138_splitncnn_2 148 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_31                   1 1 148 150 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_5              1 3 150 150_splitncnn_0 150_splitncnn_1 150_splitncnn_2
+Crop                     Slice_36                 1 1 88_splitncnn_3 155 -23309=1,0 -23310=1,3 -23311=1,0
+Crop                     Slice_41                 1 1 150_splitncnn_2 160 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_47                  2 1 155 160 166
+Crop                     Slice_52                 1 1 88_splitncnn_2 171 -23309=1,3 -23310=1,2147483647 -23311=1,0
+Crop                     Slice_57                 1 1 150_splitncnn_1 176 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_63                  2 1 171 176 182
+Concat                   Concat_64                2 1 166 182 183
+Interp                   Resize_66                1 1 183 193 0=2 1=5.000000e-01 2=5.000000e-01
+Interp                   Resize_68                1 1 150_splitncnn_0 203 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_70                   1 1 203 205 0=2 1=1 2=5.000000e-01
+Concat                   Concat_71                2 1 193 205 206
+Convolution              Conv_72                  1 1 206 207 0=80 1=3 3=2 4=1 5=1 6=7200
+PReLU                    PRelu_73                 1 1 207 209 0=80
+Convolution              Conv_74                  1 1 209 210 0=160 1=3 3=2 4=1 5=1 6=115200
+PReLU                    PRelu_75                 1 1 210 212 0=160
+Split                    splitncnn_6              1 2 212 212_splitncnn_0 212_splitncnn_1
+Convolution              Conv_76                  1 1 212_splitncnn_1 213 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_77                 1 1 213 215 0=160
+Convolution              Conv_78                  1 1 215 216 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_79                 1 1 216 218 0=160
+BinaryOp                 Add_80                   2 1 218 212_splitncnn_0 219
+Split                    splitncnn_7              1 2 219 219_splitncnn_0 219_splitncnn_1
+Convolution              Conv_81                  1 1 219_splitncnn_1 220 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_82                 1 1 220 222 0=160
+Convolution              Conv_83                  1 1 222 223 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_84                 1 1 223 225 0=160
+BinaryOp                 Add_85                   2 1 225 219_splitncnn_0 226
+Split                    splitncnn_8              1 2 226 226_splitncnn_0 226_splitncnn_1
+Convolution              Conv_86                  1 1 226_splitncnn_1 227 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_87                 1 1 227 229 0=160
+Convolution              Conv_88                  1 1 229 230 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_89                 1 1 230 232 0=160
+BinaryOp                 Add_90                   2 1 232 226_splitncnn_0 233
+Deconvolution            ConvTranspose_91         1 1 233 234 0=4 1=4 3=2 4=1 5=1 6=10240
+Interp                   Resize_93                1 1 234 244 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_95                   1 1 244 246 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_9              1 2 246 246_splitncnn_0 246_splitncnn_1
+BinaryOp                 Add_96                   2 1 138_splitncnn_1 246_splitncnn_1 247
+Interp                   Resize_98                1 1 247 257 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_100                  1 1 257 259 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_10             1 3 259 259_splitncnn_0 259_splitncnn_1 259_splitncnn_2
+Crop                     Slice_105                1 1 88_splitncnn_1 264 -23309=1,0 -23310=1,3 -23311=1,0
+Crop                     Slice_110                1 1 259_splitncnn_2 269 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_116                 2 1 264 269 275
+Crop                     Slice_121                1 1 88_splitncnn_0 280 -23309=1,3 -23310=1,2147483647 -23311=1,0
+Crop                     Slice_126                1 1 259_splitncnn_1 285 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_132                 2 1 280 285 291
+Concat                   Concat_133               2 1 275 291 292
+Interp                   Resize_135               1 1 292 302 0=2
+Interp                   Resize_137               1 1 259_splitncnn_0 312 0=2
+BinaryOp                 Mul_139                  1 1 312 314 0=2 1=1 2=1.000000e+00
+Concat                   Concat_140               2 1 302 314 315
+Convolution              Conv_141                 1 1 315 316 0=80 1=3 3=2 4=1 5=1 6=7200
+PReLU                    PRelu_142                1 1 316 318 0=80
+Convolution              Conv_143                 1 1 318 319 0=160 1=3 3=2 4=1 5=1 6=115200
+PReLU                    PRelu_144                1 1 319 321 0=160
+Split                    splitncnn_11             1 2 321 321_splitncnn_0 321_splitncnn_1
+Convolution              Conv_145                 1 1 321_splitncnn_1 322 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_146                1 1 322 324 0=160
+Convolution              Conv_147                 1 1 324 325 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_148                1 1 325 327 0=160
+BinaryOp                 Add_149                  2 1 327 321_splitncnn_0 328
+Split                    splitncnn_12             1 2 328 328_splitncnn_0 328_splitncnn_1
+Convolution              Conv_150                 1 1 328_splitncnn_1 329 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_151                1 1 329 331 0=160
+Convolution              Conv_152                 1 1 331 332 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_153                1 1 332 334 0=160
+BinaryOp                 Add_154                  2 1 334 328_splitncnn_0 335
+Split                    splitncnn_13             1 2 335 335_splitncnn_0 335_splitncnn_1
+Convolution              Conv_155                 1 1 335_splitncnn_1 336 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_156                1 1 336 338 0=160
+Convolution              Conv_157                 1 1 338 339 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_158                1 1 339 341 0=160
+BinaryOp                 Add_159                  2 1 341 335_splitncnn_0 342
+Deconvolution            ConvTranspose_160        1 1 342 343 0=4 1=4 3=2 4=1 5=1 6=10240
+BinaryOp                 Add_161                  2 1 138_splitncnn_0 246_splitncnn_0 344
+BinaryOp                 Add_162                  2 1 344 343 flow

models/rife/rife-v3.0/fusionnet.param

@@ -0,0 +1,74 @@
+7767517
+72 81
+Input                    img0                     0 1 img0
+Input                    img1                     0 1 img1
+Input                    flow                     0 1 flow
+Input                    3                        0 1 3
+Input                    4                        0 1 4
+Input                    5                        0 1 5
+Input                    6                        0 1 6
+Input                    7                        0 1 7
+Input                    8                        0 1 8
+Input                    9                        0 1 9
+Input                    10                       0 1 10
+Interp                   Resize_1                 1 1 flow 64 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_3                    1 1 64 66 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_0              1 3 66 66_splitncnn_0 66_splitncnn_1 66_splitncnn_2
+Crop                     Slice_8                  1 1 66_splitncnn_2 71 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_14                  2 1 img0 71 77
+Split                    splitncnn_1              1 2 77 77_splitncnn_0 77_splitncnn_1
+Crop                     Slice_19                 1 1 66_splitncnn_1 82 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_14                  2 1 img1 82 88
+Split                    splitncnn_2              1 2 88 88_splitncnn_0 88_splitncnn_1
+Concat                   Concat_26                3 1 77_splitncnn_1 88_splitncnn_1 66_splitncnn_0 89
+Convolution              Conv_27                  1 1 89 90 0=32 1=3 3=2 4=1 5=1 6=2880
+PReLU                    PRelu_28                 1 1 90 92 0=32
+Convolution              Conv_29                  1 1 92 93 0=32 1=3 4=1 5=1 6=9216
+PReLU                    PRelu_30                 1 1 93 95 0=32
+Convolution              Conv_31                  1 1 95 96 0=64 1=3 3=2 4=1 5=1 6=18432
+PReLU                    PRelu_32                 1 1 96 98 0=64
+Convolution              Conv_33                  1 1 98 99 0=64 1=3 4=1 5=1 6=36864
+PReLU                    PRelu_34                 1 1 99 101 0=64
+Split                    splitncnn_3              1 2 101 101_splitncnn_0 101_splitncnn_1
+Concat                   Concat_35                3 1 101_splitncnn_1 3 7 102
+Convolution              Conv_36                  1 1 102 103 0=128 1=3 3=2 4=1 5=1 6=147456
+PReLU                    PRelu_37                 1 1 103 105 0=128
+Convolution              Conv_38                  1 1 105 106 0=128 1=3 4=1 5=1 6=147456
+PReLU                    PRelu_39                 1 1 106 108 0=128
+Split                    splitncnn_4              1 2 108 108_splitncnn_0 108_splitncnn_1
+Concat                   Concat_40                3 1 108_splitncnn_1 4 8 109
+Convolution              Conv_41                  1 1 109 110 0=256 1=3 3=2 4=1 5=1 6=589824
+PReLU                    PRelu_42                 1 1 110 112 0=256
+Convolution              Conv_43                  1 1 112 113 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_44                 1 1 113 115 0=256
+Split                    splitncnn_5              1 2 115 115_splitncnn_0 115_splitncnn_1
+Concat                   Concat_45                3 1 115_splitncnn_1 5 9 116
+Convolution              Conv_46                  1 1 116 117 0=512 1=3 3=2 4=1 5=1 6=2359296
+PReLU                    PRelu_47                 1 1 117 119 0=512
+Convolution              Conv_48                  1 1 119 120 0=512 1=3 4=1 5=1 6=2359296
+PReLU                    PRelu_49                 1 1 120 122 0=512
+Concat                   Concat_50                3 1 122 6 10 123
+Deconvolution            ConvTranspose_51         1 1 123 124 0=256 1=4 3=2 4=1 5=1 6=4194304
+PReLU                    PRelu_52                 1 1 124 126 0=256
+Concat                   Concat_53                2 1 126 115_splitncnn_0 127
+Deconvolution            ConvTranspose_54         1 1 127 128 0=128 1=4 3=2 4=1 5=1 6=1048576
+PReLU                    PRelu_55                 1 1 128 130 0=128
+Concat                   Concat_56                2 1 130 108_splitncnn_0 131
+Deconvolution            ConvTranspose_57         1 1 131 132 0=64 1=4 3=2 4=1 5=1 6=262144
+PReLU                    PRelu_58                 1 1 132 134 0=64
+Concat                   Concat_59                2 1 134 101_splitncnn_0 135
+Deconvolution            ConvTranspose_60         1 1 135 136 0=32 1=4 3=2 4=1 5=1 6=65536
+PReLU                    PRelu_61                 1 1 136 138 0=32
+Deconvolution            ConvTranspose_62         1 1 138 140 0=4 1=4 3=2 4=1 5=1 6=2048 9=4
+Split                    splitncnn_6              1 2 140 140_splitncnn_0 140_splitncnn_1
+Crop                     Slice_68                 1 1 140_splitncnn_1 145 -23309=1,0 -23310=1,3 -23311=1,0
+BinaryOp                 Mul_70                   1 1 145 147 0=2 1=1 2=2.000000e+00
+BinaryOp                 Sub_72                   1 1 147 149 0=1 1=1 2=1.000000e+00
+Crop                     Slice_77                 1 1 140_splitncnn_0 154 -23309=1,3 -23310=1,4 -23311=1,0
+Split                    splitncnn_7              1 2 154 154_splitncnn_0 154_splitncnn_1
+BinaryOp                 Mul_78                   2 1 77_splitncnn_0 154_splitncnn_1 155 0=2
+BinaryOp                 Sub_80                   1 1 154_splitncnn_0 157 0=7 1=1 2=1.000000e+00
+BinaryOp                 Mul_81                   2 1 88_splitncnn_0 157 158 0=2
+BinaryOp                 Add_82                   2 1 155 158 159
+BinaryOp                 Add_83                   2 1 159 149 160
+Clip                     Clip_84                  1 1 160 output 0=0.000000e+00 1=1.000000e+00

models/rife/rife-v3.1/contextnet.param

@@ -0,0 +1,42 @@
+7767517
+40 46
+Input                    input.1                  0 1 input.1
+Input                    flow.0                   0 1 flow.0
+Convolution              Conv_0                   1 1 input.1 32 0=32 1=3 3=2 4=1 5=1 6=864
+PReLU                    PRelu_1                  1 1 32 34 0=32
+Convolution              Conv_2                   1 1 34 35 0=32 1=3 4=1 5=1 6=9216
+PReLU                    PRelu_3                  1 1 35 37 0=32
+Convolution              Conv_4                   1 1 37 38 0=32 1=3 3=2 4=1 5=1 6=9216
+PReLU                    PRelu_5                  1 1 38 40 0=32
+Convolution              Conv_6                   1 1 40 41 0=32 1=3 4=1 5=1 6=9216
+PReLU                    PRelu_7                  1 1 41 43 0=32
+Split                    splitncnn_0              1 2 43 43_splitncnn_0 43_splitncnn_1
+Interp                   Resize_9                 1 1 flow.0 53 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_11                   1 1 53 55 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_1              1 2 55 55_splitncnn_0 55_splitncnn_1
+rife.Warp                Warp_17                  2 1 43_splitncnn_1 55_splitncnn_1 f1
+Convolution              Conv_18                  1 1 43_splitncnn_0 62 0=64 1=3 3=2 4=1 5=1 6=18432
+PReLU                    PRelu_19                 1 1 62 64 0=64
+Convolution              Conv_20                  1 1 64 65 0=64 1=3 4=1 5=1 6=36864
+PReLU                    PRelu_21                 1 1 65 67 0=64
+Split                    splitncnn_2              1 2 67 67_splitncnn_0 67_splitncnn_1
+Interp                   Resize_23                1 1 55_splitncnn_0 77 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_25                   1 1 77 79 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_3              1 2 79 79_splitncnn_0 79_splitncnn_1
+rife.Warp                Warp_31                  2 1 67_splitncnn_1 79_splitncnn_1 f2
+Convolution              Conv_32                  1 1 67_splitncnn_0 86 0=128 1=3 3=2 4=1 5=1 6=73728
+PReLU                    PRelu_33                 1 1 86 88 0=128
+Convolution              Conv_34                  1 1 88 89 0=128 1=3 4=1 5=1 6=147456
+PReLU                    PRelu_35                 1 1 89 91 0=128
+Split                    splitncnn_4              1 2 91 91_splitncnn_0 91_splitncnn_1
+Interp                   Resize_37                1 1 79_splitncnn_0 101 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_39                   1 1 101 103 0=2 1=1 2=5.000000e-01
+Split                    splitncnn_5              1 2 103 103_splitncnn_0 103_splitncnn_1
+rife.Warp                Warp_45                  2 1 91_splitncnn_1 103_splitncnn_1 f3
+Convolution              Conv_46                  1 1 91_splitncnn_0 110 0=256 1=3 3=2 4=1 5=1 6=294912
+PReLU                    PRelu_47                 1 1 110 112 0=256
+Convolution              Conv_48                  1 1 112 113 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_49                 1 1 113 115 0=256
+Interp                   Resize_51                1 1 103_splitncnn_0 125 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_53                   1 1 125 127 0=2 1=1 2=5.000000e-01
+rife.Warp                Warp_59                  2 1 115 127 f4

models/rife/rife-v3.1/flownet.param

@@ -0,0 +1,114 @@
+7767517
+112 132
+Input                    input0                   0 1 input0
+Input                    input1                   0 1 input1
+Concat                   input.1                  2 1 input0 input1 input.1
+Interp                   Resize_1                 1 1 input.1 88 0=2
+Split                    splitncnn_0              1 5 88 88_splitncnn_0 88_splitncnn_1 88_splitncnn_2 88_splitncnn_3 88_splitncnn_4
+Interp                   Resize_3                 1 1 88_splitncnn_4 98 0=2 1=2.500000e-01 2=2.500000e-01
+Convolution              Conv_4                   1 1 98 99 0=80 1=3 3=2 4=1 5=1 6=4320
+PReLU                    PRelu_5                  1 1 99 101 0=80
+Convolution              Conv_6                   1 1 101 102 0=160 1=3 3=2 4=1 5=1 6=115200
+PReLU                    PRelu_7                  1 1 102 104 0=160
+Split                    splitncnn_1              1 2 104 104_splitncnn_0 104_splitncnn_1
+Convolution              Conv_8                   1 1 104_splitncnn_1 105 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_9                  1 1 105 107 0=160
+Convolution              Conv_10                  1 1 107 108 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_11                 1 1 108 110 0=160
+BinaryOp                 Add_12                   2 1 110 104_splitncnn_0 111
+Split                    splitncnn_2              1 2 111 111_splitncnn_0 111_splitncnn_1
+Convolution              Conv_13                  1 1 111_splitncnn_1 112 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_14                 1 1 112 114 0=160
+Convolution              Conv_15                  1 1 114 115 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_16                 1 1 115 117 0=160
+BinaryOp                 Add_17                   2 1 117 111_splitncnn_0 118
+Split                    splitncnn_3              1 2 118 118_splitncnn_0 118_splitncnn_1
+Convolution              Conv_18                  1 1 118_splitncnn_1 119 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_19                 1 1 119 121 0=160
+Convolution              Conv_20                  1 1 121 122 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_21                 1 1 122 124 0=160
+BinaryOp                 Add_22                   2 1 124 118_splitncnn_0 125
+Deconvolution            ConvTranspose_23         1 1 125 126 0=4 1=4 3=2 4=1 5=1 6=10240
+Interp                   Resize_25                1 1 126 136 0=2 1=4.000000e+00 2=4.000000e+00
+BinaryOp                 Mul_27                   1 1 136 138 0=2 1=1 2=4.000000e+00
+Split                    splitncnn_4              1 3 138 138_splitncnn_0 138_splitncnn_1 138_splitncnn_2
+Interp                   Resize_29                1 1 138_splitncnn_2 148 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_31                   1 1 148 150 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_5              1 3 150 150_splitncnn_0 150_splitncnn_1 150_splitncnn_2
+Crop                     Slice_36                 1 1 88_splitncnn_3 155 -23309=1,0 -23310=1,3 -23311=1,0
+Crop                     Slice_41                 1 1 150_splitncnn_2 160 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_47                  2 1 155 160 166
+Crop                     Slice_52                 1 1 88_splitncnn_2 171 -23309=1,3 -23310=1,2147483647 -23311=1,0
+Crop                     Slice_57                 1 1 150_splitncnn_1 176 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_63                  2 1 171 176 182
+Concat                   Concat_64                2 1 166 182 183
+Interp                   Resize_66                1 1 183 193 0=2 1=5.000000e-01 2=5.000000e-01
+Interp                   Resize_68                1 1 150_splitncnn_0 203 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 Mul_70                   1 1 203 205 0=2 1=1 2=5.000000e-01
+Concat                   Concat_71                2 1 193 205 206
+Convolution              Conv_72                  1 1 206 207 0=80 1=3 3=2 4=1 5=1 6=7200
+PReLU                    PRelu_73                 1 1 207 209 0=80
+Convolution              Conv_74                  1 1 209 210 0=160 1=3 3=2 4=1 5=1 6=115200
+PReLU                    PRelu_75                 1 1 210 212 0=160
+Split                    splitncnn_6              1 2 212 212_splitncnn_0 212_splitncnn_1
+Convolution              Conv_76                  1 1 212_splitncnn_1 213 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_77                 1 1 213 215 0=160
+Convolution              Conv_78                  1 1 215 216 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_79                 1 1 216 218 0=160
+BinaryOp                 Add_80                   2 1 218 212_splitncnn_0 219
+Split                    splitncnn_7              1 2 219 219_splitncnn_0 219_splitncnn_1
+Convolution              Conv_81                  1 1 219_splitncnn_1 220 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_82                 1 1 220 222 0=160
+Convolution              Conv_83                  1 1 222 223 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_84                 1 1 223 225 0=160
+BinaryOp                 Add_85                   2 1 225 219_splitncnn_0 226
+Split                    splitncnn_8              1 2 226 226_splitncnn_0 226_splitncnn_1
+Convolution              Conv_86                  1 1 226_splitncnn_1 227 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_87                 1 1 227 229 0=160
+Convolution              Conv_88                  1 1 229 230 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_89                 1 1 230 232 0=160
+BinaryOp                 Add_90                   2 1 232 226_splitncnn_0 233
+Deconvolution            ConvTranspose_91         1 1 233 234 0=4 1=4 3=2 4=1 5=1 6=10240
+Interp                   Resize_93                1 1 234 244 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_95                   1 1 244 246 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_9              1 2 246 246_splitncnn_0 246_splitncnn_1
+BinaryOp                 Add_96                   2 1 138_splitncnn_1 246_splitncnn_1 247
+Interp                   Resize_98                1 1 247 257 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_100                  1 1 257 259 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_10             1 3 259 259_splitncnn_0 259_splitncnn_1 259_splitncnn_2
+Crop                     Slice_105                1 1 88_splitncnn_1 264 -23309=1,0 -23310=1,3 -23311=1,0
+Crop                     Slice_110                1 1 259_splitncnn_2 269 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_116                 2 1 264 269 275
+Crop                     Slice_121                1 1 88_splitncnn_0 280 -23309=1,3 -23310=1,2147483647 -23311=1,0
+Crop                     Slice_126                1 1 259_splitncnn_1 285 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_132                 2 1 280 285 291
+Concat                   Concat_133               2 1 275 291 292
+Interp                   Resize_135               1 1 292 302 0=2
+Interp                   Resize_137               1 1 259_splitncnn_0 312 0=2
+BinaryOp                 Mul_139                  1 1 312 314 0=2 1=1 2=1.000000e+00
+Concat                   Concat_140               2 1 302 314 315
+Convolution              Conv_141                 1 1 315 316 0=80 1=3 3=2 4=1 5=1 6=7200
+PReLU                    PRelu_142                1 1 316 318 0=80
+Convolution              Conv_143                 1 1 318 319 0=160 1=3 3=2 4=1 5=1 6=115200
+PReLU                    PRelu_144                1 1 319 321 0=160
+Split                    splitncnn_11             1 2 321 321_splitncnn_0 321_splitncnn_1
+Convolution              Conv_145                 1 1 321_splitncnn_1 322 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_146                1 1 322 324 0=160
+Convolution              Conv_147                 1 1 324 325 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_148                1 1 325 327 0=160
+BinaryOp                 Add_149                  2 1 327 321_splitncnn_0 328
+Split                    splitncnn_12             1 2 328 328_splitncnn_0 328_splitncnn_1
+Convolution              Conv_150                 1 1 328_splitncnn_1 329 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_151                1 1 329 331 0=160
+Convolution              Conv_152                 1 1 331 332 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_153                1 1 332 334 0=160
+BinaryOp                 Add_154                  2 1 334 328_splitncnn_0 335
+Split                    splitncnn_13             1 2 335 335_splitncnn_0 335_splitncnn_1
+Convolution              Conv_155                 1 1 335_splitncnn_1 336 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_156                1 1 336 338 0=160
+Convolution              Conv_157                 1 1 338 339 0=160 1=3 4=1 5=1 6=230400
+PReLU                    PRelu_158                1 1 339 341 0=160
+BinaryOp                 Add_159                  2 1 341 335_splitncnn_0 342
+Deconvolution            ConvTranspose_160        1 1 342 343 0=4 1=4 3=2 4=1 5=1 6=10240
+BinaryOp                 Add_161                  2 1 138_splitncnn_0 246_splitncnn_0 344
+BinaryOp                 Add_162                  2 1 344 343 flow

models/rife/rife-v3.1/fusionnet.param

@@ -0,0 +1,74 @@
+7767517
+72 81
+Input                    img0                     0 1 img0
+Input                    img1                     0 1 img1
+Input                    flow                     0 1 flow
+Input                    3                        0 1 3
+Input                    4                        0 1 4
+Input                    5                        0 1 5
+Input                    6                        0 1 6
+Input                    7                        0 1 7
+Input                    8                        0 1 8
+Input                    9                        0 1 9
+Input                    10                       0 1 10
+Interp                   Resize_1                 1 1 flow 64 0=2 1=2.000000e+00 2=2.000000e+00
+BinaryOp                 Mul_3                    1 1 64 66 0=2 1=1 2=2.000000e+00
+Split                    splitncnn_0              1 3 66 66_splitncnn_0 66_splitncnn_1 66_splitncnn_2
+Crop                     Slice_8                  1 1 66_splitncnn_2 71 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                Warp_14                  2 1 img0 71 77
+Split                    splitncnn_1              1 2 77 77_splitncnn_0 77_splitncnn_1
+Crop                     Slice_19                 1 1 66_splitncnn_1 82 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                Warp_14                  2 1 img1 82 88
+Split                    splitncnn_2              1 2 88 88_splitncnn_0 88_splitncnn_1
+Concat                   Concat_26                3 1 77_splitncnn_1 88_splitncnn_1 66_splitncnn_0 89
+Convolution              Conv_27                  1 1 89 90 0=32 1=3 3=2 4=1 5=1 6=2880
+PReLU                    PRelu_28                 1 1 90 92 0=32
+Convolution              Conv_29                  1 1 92 93 0=32 1=3 4=1 5=1 6=9216
+PReLU                    PRelu_30                 1 1 93 95 0=32
+Convolution              Conv_31                  1 1 95 96 0=64 1=3 3=2 4=1 5=1 6=18432
+PReLU                    PRelu_32                 1 1 96 98 0=64
+Convolution              Conv_33                  1 1 98 99 0=64 1=3 4=1 5=1 6=36864
+PReLU                    PRelu_34                 1 1 99 101 0=64
+Split                    splitncnn_3              1 2 101 101_splitncnn_0 101_splitncnn_1
+Concat                   Concat_35                3 1 101_splitncnn_1 3 7 102
+Convolution              Conv_36                  1 1 102 103 0=128 1=3 3=2 4=1 5=1 6=147456
+PReLU                    PRelu_37                 1 1 103 105 0=128
+Convolution              Conv_38                  1 1 105 106 0=128 1=3 4=1 5=1 6=147456
+PReLU                    PRelu_39                 1 1 106 108 0=128
+Split                    splitncnn_4              1 2 108 108_splitncnn_0 108_splitncnn_1
+Concat                   Concat_40                3 1 108_splitncnn_1 4 8 109
+Convolution              Conv_41                  1 1 109 110 0=256 1=3 3=2 4=1 5=1 6=589824
+PReLU                    PRelu_42                 1 1 110 112 0=256
+Convolution              Conv_43                  1 1 112 113 0=256 1=3 4=1 5=1 6=589824
+PReLU                    PRelu_44                 1 1 113 115 0=256
+Split                    splitncnn_5              1 2 115 115_splitncnn_0 115_splitncnn_1
+Concat                   Concat_45                3 1 115_splitncnn_1 5 9 116
+Convolution              Conv_46                  1 1 116 117 0=512 1=3 3=2 4=1 5=1 6=2359296
+PReLU                    PRelu_47                 1 1 117 119 0=512
+Convolution              Conv_48                  1 1 119 120 0=512 1=3 4=1 5=1 6=2359296
+PReLU                    PRelu_49                 1 1 120 122 0=512
+Concat                   Concat_50                3 1 122 6 10 123
+Deconvolution            ConvTranspose_51         1 1 123 124 0=256 1=4 3=2 4=1 5=1 6=4194304
+PReLU                    PRelu_52                 1 1 124 126 0=256
+Concat                   Concat_53                2 1 126 115_splitncnn_0 127
+Deconvolution            ConvTranspose_54         1 1 127 128 0=128 1=4 3=2 4=1 5=1 6=1048576
+PReLU                    PRelu_55                 1 1 128 130 0=128
+Concat                   Concat_56                2 1 130 108_splitncnn_0 131
+Deconvolution            ConvTranspose_57         1 1 131 132 0=64 1=4 3=2 4=1 5=1 6=262144
+PReLU                    PRelu_58                 1 1 132 134 0=64
+Concat                   Concat_59                2 1 134 101_splitncnn_0 135
+Deconvolution            ConvTranspose_60         1 1 135 136 0=32 1=4 3=2 4=1 5=1 6=65536
+PReLU                    PRelu_61                 1 1 136 138 0=32
+Deconvolution            ConvTranspose_62         1 1 138 140 0=4 1=4 3=2 4=1 5=1 6=2048 9=4
+Split                    splitncnn_6              1 2 140 140_splitncnn_0 140_splitncnn_1
+Crop                     Slice_68                 1 1 140_splitncnn_1 145 -23309=1,0 -23310=1,3 -23311=1,0
+BinaryOp                 Mul_70                   1 1 145 147 0=2 1=1 2=2.000000e+00
+BinaryOp                 Sub_72                   1 1 147 149 0=1 1=1 2=1.000000e+00
+Crop                     Slice_77                 1 1 140_splitncnn_0 154 -23309=1,3 -23310=1,4 -23311=1,0
+Split                    splitncnn_7              1 2 154 154_splitncnn_0 154_splitncnn_1
+BinaryOp                 Mul_78                   2 1 77_splitncnn_0 154_splitncnn_1 155 0=2
+BinaryOp                 Sub_80                   1 1 154_splitncnn_0 157 0=7 1=1 2=1.000000e+00
+BinaryOp                 Mul_81                   2 1 88_splitncnn_0 157 158 0=2
+BinaryOp                 Add_82                   2 1 155 158 159
+BinaryOp                 Add_83                   2 1 159 149 160
+Clip                     Clip_84                  1 1 160 output 0=0.000000e+00 1=1.000000e+00

models/rife/rife-v4.6/flownet.param

@@ -0,0 +1,217 @@
+7767517
+215 276
+Input                    in0                      0 1 in0
+Split                    splitncnn_0              1 5 in0 1 2 3 4 5
+Input                    in1                      0 1 in1
+Split                    splitncnn_1              1 5 in1 7 8 9 10 11
+Input                    in2                      0 1 in2
+Split                    splitncnn_2              1 4 in2 13 14 15 16
+Concat                   cat_0                    3 1 1 7 13 17
+Interp                   upsample_9               1 1 17 18 0=2 1=1.250000e-01 2=1.250000e-01
+Convolution              convrelu_0               1 1 18 20 0=96 1=3 3=2 4=1 5=1 6=6048 9=2 -23310=1,2.000000e-01
+Convolution              convrelu_1               1 1 20 21 0=192 1=3 3=2 4=1 5=1 6=165888 9=2 -23310=1,2.000000e-01
+Split                    splitncnn_3              1 2 21 22 23
+Convolution              conv_22                  1 1 23 25 0=192 1=3 4=1 5=1 6=331776
+BinaryOp                 add_1                    2 1 25 22 26
+ReLU                     leakyrelu_66             1 1 26 28 0=2.000000e-01
+Split                    splitncnn_4              1 2 28 29 30
+Convolution              conv_23                  1 1 30 32 0=192 1=3 4=1 5=1 6=331776
+BinaryOp                 add_3                    2 1 32 29 33
+ReLU                     leakyrelu_67             1 1 33 35 0=2.000000e-01
+Split                    splitncnn_5              1 2 35 36 37
+Convolution              conv_24                  1 1 37 39 0=192 1=3 4=1 5=1 6=331776
+BinaryOp                 add_5                    2 1 39 36 40
+ReLU                     leakyrelu_68             1 1 40 42 0=2.000000e-01
+Split                    splitncnn_6              1 2 42 43 44
+Convolution              conv_25                  1 1 44 46 0=192 1=3 4=1 5=1 6=331776
+BinaryOp                 add_7                    2 1 46 43 47
+ReLU                     leakyrelu_69             1 1 47 49 0=2.000000e-01
+Split                    splitncnn_7              1 2 49 50 51
+Convolution              conv_26                  1 1 51 53 0=192 1=3 4=1 5=1 6=331776
+BinaryOp                 add_9                    2 1 53 50 54
+ReLU                     leakyrelu_70             1 1 54 56 0=2.000000e-01
+Split                    splitncnn_8              1 2 56 57 58
+Convolution              conv_27                  1 1 58 60 0=192 1=3 4=1 5=1 6=331776
+BinaryOp                 add_11                   2 1 60 57 61
+ReLU                     leakyrelu_71             1 1 61 63 0=2.000000e-01
+Split                    splitncnn_9              1 2 63 64 65
+Convolution              conv_28                  1 1 65 67 0=192 1=3 4=1 5=1 6=331776
+BinaryOp                 add_13                   2 1 67 64 68
+ReLU                     leakyrelu_72             1 1 68 70 0=2.000000e-01
+Split                    splitncnn_10             1 2 70 71 72
+Convolution              conv_29                  1 1 72 74 0=192 1=3 4=1 5=1 6=331776
+BinaryOp                 add_15                   2 1 74 71 75
+ReLU                     leakyrelu_73             1 1 75 76 0=2.000000e-01
+Deconvolution            deconv_60                1 1 76 77 0=24 1=4 3=2 4=1 5=1 6=73728
+PixelShuffle             pixelshuffle_104         1 1 77 flow0 0=2
+Interp                   upsample_10              1 1 flow0 79 0=2 1=8.000000e+00 2=8.000000e+00
+Split                    splitncnn_11             1 2 79 80 81
+Crop                     slice_108                1 1 81 82 -23309=1,0 -23310=1,4 -23311=1,0
+BinaryOp                 mul_16                   1 1 82 83 0=2 1=1 2=8.000000e+00
+Split                    splitncnn_12             1 4 83 84 85 86 87
+Interp                   upsample_11              1 1 85 88 0=2 1=2.500000e-01 2=2.500000e-01
+BinaryOp                 div_17                   1 1 88 89 0=3 1=1 2=4.000000e+00
+Crop                     slice_109                1 1 87 90 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                warp_1                   2 1 11 90 91
+Crop                     slice_110                1 1 86 92 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                warp_0                   2 1 5 92 93
+Crop                     slice_111                1 1 80 94 -23309=1,4 -23310=1,5 -23311=1,0
+Split                    splitncnn_13             1 2 94 95 96
+Concat                   cat_3                    4 1 93 91 14 95 97
+Interp                   upsample_12              1 1 97 98 0=2 1=2.500000e-01 2=2.500000e-01
+Concat                   cat_4                    2 1 98 89 99
+Convolution              convrelu_2               1 1 99 101 0=64 1=3 3=2 4=1 5=1 6=6912 9=2 -23310=1,2.000000e-01
+Convolution              convrelu_3               1 1 101 102 0=128 1=3 3=2 4=1 5=1 6=73728 9=2 -23310=1,2.000000e-01
+Split                    splitncnn_14             1 2 102 103 104
+Convolution              conv_32                  1 1 104 106 0=128 1=3 4=1 5=1 6=147456
+BinaryOp                 add_19                   2 1 106 103 107
+ReLU                     leakyrelu_76             1 1 107 109 0=2.000000e-01
+Split                    splitncnn_15             1 2 109 110 111
+Convolution              conv_33                  1 1 111 113 0=128 1=3 4=1 5=1 6=147456
+BinaryOp                 add_21                   2 1 113 110 114
+ReLU                     leakyrelu_77             1 1 114 116 0=2.000000e-01
+Split                    splitncnn_16             1 2 116 117 118
+Convolution              conv_34                  1 1 118 120 0=128 1=3 4=1 5=1 6=147456
+BinaryOp                 add_23                   2 1 120 117 121
+ReLU                     leakyrelu_78             1 1 121 123 0=2.000000e-01
+Split                    splitncnn_17             1 2 123 124 125
+Convolution              conv_35                  1 1 125 127 0=128 1=3 4=1 5=1 6=147456
+BinaryOp                 add_25                   2 1 127 124 128
+ReLU                     leakyrelu_79             1 1 128 130 0=2.000000e-01
+Split                    splitncnn_18             1 2 130 131 132
+Convolution              conv_36                  1 1 132 134 0=128 1=3 4=1 5=1 6=147456
+BinaryOp                 add_27                   2 1 134 131 135
+ReLU                     leakyrelu_80             1 1 135 137 0=2.000000e-01
+Split                    splitncnn_19             1 2 137 138 139
+Convolution              conv_37                  1 1 139 141 0=128 1=3 4=1 5=1 6=147456
+BinaryOp                 add_29                   2 1 141 138 142
+ReLU                     leakyrelu_81             1 1 142 144 0=2.000000e-01
+Split                    splitncnn_20             1 2 144 145 146
+Convolution              conv_38                  1 1 146 148 0=128 1=3 4=1 5=1 6=147456
+BinaryOp                 add_31                   2 1 148 145 149
+ReLU                     leakyrelu_82             1 1 149 151 0=2.000000e-01
+Split                    splitncnn_21             1 2 151 152 153
+Convolution              conv_39                  1 1 153 155 0=128 1=3 4=1 5=1 6=147456
+BinaryOp                 add_33                   2 1 155 152 156
+ReLU                     leakyrelu_83             1 1 156 157 0=2.000000e-01
+Deconvolution            deconv_61                1 1 157 158 0=24 1=4 3=2 4=1 5=1 6=49152
+PixelShuffle             pixelshuffle_105         1 1 158 flow1 0=2
+Interp                   upsample_13              1 1 flow1 160 0=2 1=4.000000e+00 2=4.000000e+00
+Split                    splitncnn_22             1 2 160 161 162
+Crop                     slice_112                1 1 162 163 -23309=1,0 -23310=1,4 -23311=1,0
+Eltwise                  weighted_sum_0           2 1 84 163 164 0=1 -23301=2,1.000000e+00,4.000000e+00
+Split                    splitncnn_23             1 4 164 165 166 167 168
+Crop                     slice_113                1 1 161 169 -23309=1,4 -23310=1,5 -23311=1,0
+BinaryOp                 add_36                   2 1 96 169 170
+Split                    splitncnn_24             1 2 170 171 172
+Interp                   upsample_14              1 1 166 173 0=2 1=5.000000e-01 2=5.000000e-01
+BinaryOp                 div_37                   1 1 173 174 0=3 1=1 2=2.000000e+00
+Crop                     slice_114                1 1 168 175 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                warp_3                   2 1 10 175 176
+Crop                     slice_115                1 1 167 177 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                warp_2                   2 1 4 177 178
+Concat                   cat_7                    4 1 178 176 15 171 179
+Interp                   upsample_15              1 1 179 180 0=2 1=5.000000e-01 2=5.000000e-01
+Concat                   cat_8                    2 1 180 174 181
+Convolution              convrelu_4               1 1 181 183 0=48 1=3 3=2 4=1 5=1 6=5184 9=2 -23310=1,2.000000e-01
+Convolution              convrelu_5               1 1 183 184 0=96 1=3 3=2 4=1 5=1 6=41472 9=2 -23310=1,2.000000e-01
+Split                    splitncnn_25             1 2 184 185 186
+Convolution              conv_42                  1 1 186 188 0=96 1=3 4=1 5=1 6=82944
+BinaryOp                 add_39                   2 1 188 185 189
+ReLU                     leakyrelu_86             1 1 189 191 0=2.000000e-01
+Split                    splitncnn_26             1 2 191 192 193
+Convolution              conv_43                  1 1 193 195 0=96 1=3 4=1 5=1 6=82944
+BinaryOp                 add_41                   2 1 195 192 196
+ReLU                     leakyrelu_87             1 1 196 198 0=2.000000e-01
+Split                    splitncnn_27             1 2 198 199 200
+Convolution              conv_44                  1 1 200 202 0=96 1=3 4=1 5=1 6=82944
+BinaryOp                 add_43                   2 1 202 199 203
+ReLU                     leakyrelu_88             1 1 203 205 0=2.000000e-01
+Split                    splitncnn_28             1 2 205 206 207
+Convolution              conv_45                  1 1 207 209 0=96 1=3 4=1 5=1 6=82944
+BinaryOp                 add_45                   2 1 209 206 210
+ReLU                     leakyrelu_89             1 1 210 212 0=2.000000e-01
+Split                    splitncnn_29             1 2 212 213 214
+Convolution              conv_46                  1 1 214 216 0=96 1=3 4=1 5=1 6=82944
+BinaryOp                 add_47                   2 1 216 213 217
+ReLU                     leakyrelu_90             1 1 217 219 0=2.000000e-01
+Split                    splitncnn_30             1 2 219 220 221
+Convolution              conv_47                  1 1 221 223 0=96 1=3 4=1 5=1 6=82944
+BinaryOp                 add_49                   2 1 223 220 224
+ReLU                     leakyrelu_91             1 1 224 226 0=2.000000e-01
+Split                    splitncnn_31             1 2 226 227 228
+Convolution              conv_48                  1 1 228 230 0=96 1=3 4=1 5=1 6=82944
+BinaryOp                 add_51                   2 1 230 227 231
+ReLU                     leakyrelu_92             1 1 231 233 0=2.000000e-01
+Split                    splitncnn_32             1 2 233 234 235
+Convolution              conv_49                  1 1 235 237 0=96 1=3 4=1 5=1 6=82944
+BinaryOp                 add_53                   2 1 237 234 238
+ReLU                     leakyrelu_93             1 1 238 239 0=2.000000e-01
+Deconvolution            deconv_62                1 1 239 240 0=24 1=4 3=2 4=1 5=1 6=36864
+PixelShuffle             pixelshuffle_106         1 1 240 flow2 0=2
+Interp                   upsample_16              1 1 flow2 242 0=2 1=2.000000e+00 2=2.000000e+00
+Split                    splitncnn_33             1 2 242 243 244
+Crop                     slice_116                1 1 244 245 -23309=1,0 -23310=1,4 -23311=1,0
+Eltwise                  weighted_sum_1           2 1 165 245 246 0=1 -23301=2,1.000000e+00,2.000000e+00
+Split                    splitncnn_34             1 4 246 247 261 249 250
+Crop                     slice_117                1 1 243 251 -23309=1,4 -23310=1,5 -23311=1,0
+BinaryOp                 add_56                   2 1 172 251 252
+Split                    splitncnn_35             1 2 252 253 254
+Crop                     slice_118                1 1 250 255 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                warp_5                   2 1 9 255 256
+Crop                     slice_119                1 1 249 257 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                warp_4                   2 1 3 257 258
+Concat                   cat_11                   4 1 258 256 16 253 260
+Concat                   cat_12                   2 1 260 261 262
+Convolution              convrelu_6               1 1 262 264 0=32 1=3 3=2 4=1 5=1 6=3456 9=2 -23310=1,2.000000e-01
+Convolution              convrelu_7               1 1 264 265 0=64 1=3 3=2 4=1 5=1 6=18432 9=2 -23310=1,2.000000e-01
+Split                    splitncnn_36             1 2 265 266 267
+Convolution              conv_52                  1 1 267 269 0=64 1=3 4=1 5=1 6=36864
+BinaryOp                 add_58                   2 1 269 266 270
+ReLU                     leakyrelu_96             1 1 270 272 0=2.000000e-01
+Split                    splitncnn_37             1 2 272 273 274
+Convolution              conv_53                  1 1 274 276 0=64 1=3 4=1 5=1 6=36864
+BinaryOp                 add_60                   2 1 276 273 277
+ReLU                     leakyrelu_97             1 1 277 279 0=2.000000e-01
+Split                    splitncnn_38             1 2 279 280 281
+Convolution              conv_54                  1 1 281 283 0=64 1=3 4=1 5=1 6=36864
+BinaryOp                 add_62                   2 1 283 280 284
+ReLU                     leakyrelu_98             1 1 284 286 0=2.000000e-01
+Split                    splitncnn_39             1 2 286 287 288
+Convolution              conv_55                  1 1 288 290 0=64 1=3 4=1 5=1 6=36864
+BinaryOp                 add_64                   2 1 290 287 291
+ReLU                     leakyrelu_99             1 1 291 293 0=2.000000e-01
+Split                    splitncnn_40             1 2 293 294 295
+Convolution              conv_56                  1 1 295 297 0=64 1=3 4=1 5=1 6=36864
+BinaryOp                 add_66                   2 1 297 294 298
+ReLU                     leakyrelu_100            1 1 298 300 0=2.000000e-01
+Split                    splitncnn_41             1 2 300 301 302
+Convolution              conv_57                  1 1 302 304 0=64 1=3 4=1 5=1 6=36864
+BinaryOp                 add_68                   2 1 304 301 305
+ReLU                     leakyrelu_101            1 1 305 307 0=2.000000e-01
+Split                    splitncnn_42             1 2 307 308 309
+Convolution              conv_58                  1 1 309 311 0=64 1=3 4=1 5=1 6=36864
+BinaryOp                 add_70                   2 1 311 308 312
+ReLU                     leakyrelu_102            1 1 312 314 0=2.000000e-01
+Split                    splitncnn_43             1 2 314 315 316
+Convolution              conv_59                  1 1 316 318 0=64 1=3 4=1 5=1 6=36864
+BinaryOp                 add_72                   2 1 318 315 319
+ReLU                     leakyrelu_103            1 1 319 320 0=2.000000e-01
+Deconvolution            deconv_63                1 1 320 321 0=24 1=4 3=2 4=1 5=1 6=24576
+PixelShuffle             pixelshuffle_107         1 1 321 flow3 0=2
+Split                    splitncnn_44             1 2 flow3 324 325
+Crop                     slice_120                1 1 325 326 -23309=1,0 -23310=1,4 -23311=1,0
+BinaryOp                 add_73                   2 1 247 326 327
+Split                    splitncnn_45             1 2 327 328 329
+Crop                     slice_121                1 1 324 330 -23309=1,4 -23310=1,5 -23311=1,0
+BinaryOp                 add_74                   2 1 254 330 331
+Sigmoid                  sigmoid_8                1 1 331 332
+Split                    splitncnn_46             1 2 332 333 334
+BinaryOp                 sub_75                   1 1 333 335 0=7 1=1 2=1.000000e+00
+Crop                     slice_123                1 1 328 336 -23309=1,2 -23310=1,4 -23311=1,0
+rife.Warp                warp_6                   2 1 8 336 337
+BinaryOp                 mul_76                   2 1 337 335 338 0=2
+Crop                     slice_122                1 1 329 339 -23309=1,0 -23310=1,2 -23311=1,0
+rife.Warp                warp_7                   2 1 2 339 340
+BinaryOp                 mul_77                   2 1 340 334 341 0=2
+BinaryOp                 add_78                   2 1 341 338 out0