How to utilize the GPU to resize batch images?
2024.11.26 06:31 jakebeau How to utilize the GPU to resize batch images?
Hello!
I am looking to resize a large batch (~1000) images at once using FFMPEG, which I currently have split into batches of 100 per process, and I want to try and speed it up using the GPU.
I want to include the binary with my app and call it on systems with both NVIDIA and AMD GPUs.
I have tried the command:
./ffmpeg -v debug -init_hw_device vulkan=vk0 -i nasa.png -vf scale_vulkan=1920:1080 output.jpg
And it fails. Any help would be appreciated. Thank you so much.
Ouput:
ffmpeg version N-117899-g3c3bf6c109-20241125 Copyright (c) 2000-2024 the FFmpeg developers
built with gcc 14.2.0 (crosstool-NG 1.26.0.120_4d36f27)
configuration: --prefix=/ffbuild/prefix --pkg-config-flags=--static --pkg-config=pkg-config --cross-prefix=x86_64-w64-mingw32- --arch=x86_64 --target-os=mingw32 --enable-gpl --enable-version3 --disable-debug --disable-w32threads --enable-pthreads --enable-iconv --enable-zlib --enable-libfreetype --enable-libfribidi --enable-gmp --enable-libxml2 --enable-lzma --enable-fontconfig --enable-libharfbuzz --enable-libvorbis --enable-opencl --disable-libpulse --enable-libvmaf --disable-libxcb --disable-xlib --enable-amf --enable-libaom --enable-libaribb24 --enable-avisynth --enable-chromaprint --enable-libdav1d --enable-libdavs2 --enable-libdvdread --enable-libdvdnav --disable-libfdk-aac --enable-ffnvcodec --enable-cuda-llvm --enable-frei0r --enable-libgme --enable-libkvazaar --enable-libaribcaption --enable-libass --enable-libbluray --enable-libjxl --enable-libmp3lame --enable-libopus --enable-librist --enable-libssh --enable-libtheora --enable-libvpx --enable-libwebp --enable-libzmq --enable-lv2 --enable-libvpl --enable-openal --enable-libopencore-amrnb --enable-libopencore-amrwb --enable-libopenh264 --enable-libopenjpeg --enable-libopenmpt --enable-librav1e --enable-librubberband --enable-schannel --enable-sdl2 --enable-libsoxr --enable-libsrt --enable-libsvtav1 --enable-libtwolame --enable-libuavs3d --disable-libdrm --enable-vaapi --enable-libvidstab --enable-vulkan --enable-libshaderc --enable-libplacebo --enable-libvvenc --enable-libx264 --enable-libx265 --enable-libxavs2 --enable-libxvid --enable-libzimg --enable-libzvbi --extra-cflags=-DLIBTWOLAME_STATIC --extra-cxxflags= --extra-libs=-lgomp --extra-ldflags=-pthread --extra-ldexeflags= --cc=x86_64-w64-mingw32-gcc --cxx=x86_64-w64-mingw32-g++ --ar=x86_64-w64-mingw32-gcc-ar --ranlib=x86_64-w64-mingw32-gcc-ranlib --nm=x86_64-w64-mingw32-gcc-nm --extra-version=20241125
libavutil 59. 47.101 / 59. 47.101
libavcodec 61. 25.103 / 61. 25.103
libavformat 61. 9.100 / 61. 9.100
libavdevice 61. 4.100 / 61. 4.100
libavfilter 10. 6.101 / 10. 6.101
libswscale 8. 12.100 / 8. 12.100
libswresample 5. 4.100 / 5. 4.100
libpostproc 58. 4.100 / 58. 4.100
Splitting the commandline.
Reading option '-v' ... matched as option 'v' (set logging level) with argument 'debug'.
Reading option '-init_hw_device' ... matched as option 'init_hw_device' (initialise hardware device) with argument 'vulkan=vk0'.
Reading option '-i' ... matched as input url with argument 'nasa.png'.
Reading option '-vf' ... matched as option 'vf' (alias for -filter:v (apply filters to video streams)) with argument 'scale_vulkan=1920:1080'.
Reading option 'output.jpg' ... matched as output url.
Finished splitting the commandline.
Parsing a group of options: global .
Applying option v (set logging level) with argument debug.
Applying option init_hw_device (initialise hardware device) with argument vulkan=vk0.
[AVHWDeviceContext @ 000001c3b7fea1c0] Supported layers:
[AVHWDeviceContext @ 000001c3b7fea1c0] VK_LAYER_NV_optimus
[AVHWDeviceContext @ 000001c3b7fea1c0] GalaxyOverlayVkLayer
[AVHWDeviceContext @ 000001c3b7fea1c0] GalaxyOverlayVkLayer_VERBOSE
[AVHWDeviceContext @ 000001c3b7fea1c0] GalaxyOverlayVkLayer_DEBUG
[AVHWDeviceContext @ 000001c3b7fea1c0] VK_LAYER_VALVE_steam_overlay
[AVHWDeviceContext @ 000001c3b7fea1c0] VK_LAYER_VALVE_steam_fossilize
[AVHWDeviceContext @ 000001c3b7fea1c0] VK_LAYER_OBS_HOOK
Last message repeated 1 times
[AVHWDeviceContext @ 000001c3b7fea1c0] VK_LAYER_EOS_Overlay
Last message repeated 1 times
[AVHWDeviceContext @ 000001c3b7fea1c0] VK_LAYER_ROCKSTAR_GAMES_social_club
[AVHWDeviceContext @ 000001c3b7fea1c0] Using instance extension VK_KHR_portability_enumeration
[AVHWDeviceContext @ 000001c3b7fea1c0] GPU listing:
[AVHWDeviceContext @ 000001c3b7fea1c0] 0: NVIDIA GeForce RTX 3090 (discrete) (0x2204)
[AVHWDeviceContext @ 000001c3b7fea1c0] 1: NVIDIA GeForce GT 1030 (discrete) (0x1d01)
[AVHWDeviceContext @ 000001c3b7fea1c0] Device 0 selected: NVIDIA GeForce RTX 3090 (discrete) (0x2204)
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_KHR_push_descriptor
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_EXT_descriptor_buffer
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_EXT_shader_atomic_float
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_KHR_cooperative_matrix
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_NV_optical_flow
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_EXT_shader_object
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_KHR_video_maintenance1
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_EXT_external_memory_host
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_KHR_external_memory_win32
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_KHR_external_semaphore_win32
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_KHR_video_queue
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_KHR_video_encode_queue
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_KHR_video_decode_queue
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_KHR_video_encode_h264
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_KHR_video_decode_h264
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_KHR_video_encode_h265
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_KHR_video_decode_h265
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device extension VK_KHR_video_decode_av1
[AVHWDeviceContext @ 000001c3b7fea1c0] Queue families:
[AVHWDeviceContext @ 000001c3b7fea1c0] 0: graphics compute transfer sparse (queues: 16)
[AVHWDeviceContext @ 000001c3b7fea1c0] 1: transfer sparse (queues: 2)
[AVHWDeviceContext @ 000001c3b7fea1c0] 2: compute transfer sparse (queues: 8)
[AVHWDeviceContext @ 000001c3b7fea1c0] 3: transfer decode sparse (queues: 1)
[AVHWDeviceContext @ 000001c3b7fea1c0] 4: transfer encode sparse (queues: 1)
[AVHWDeviceContext @ 000001c3b7fea1c0] 5: transfer sparse optical_flow (queues: 1)
[AVHWDeviceContext @ 000001c3b7fea1c0] Using device: NVIDIA GeForce RTX 3090
[AVHWDeviceContext @ 000001c3b7fea1c0] Alignments:
[AVHWDeviceContext @ 000001c3b7fea1c0] optimalBufferCopyRowPitchAlignment: 1
[AVHWDeviceContext @ 000001c3b7fea1c0] minMemoryMapAlignment: 64
[AVHWDeviceContext @ 000001c3b7fea1c0] nonCoherentAtomSize: 64
[AVHWDeviceContext @ 000001c3b7fea1c0] minImportedHostPointerAlignment: 4096
[AVHWDeviceContext @ 000001c3b7fea1c0] Using queue family 0 (queues: 16) for graphics
[AVHWDeviceContext @ 000001c3b7fea1c0] Using queue family 2 (queues: 8) for compute
[AVHWDeviceContext @ 000001c3b7fea1c0] Using queue family 1 (queues: 2) for transfers
[AVHWDeviceContext @ 000001c3b7fea1c0] Using queue family 3 (queues: 1) for decode
[AVHWDeviceContext @ 000001c3b7fea1c0] Using queue family 4 (queues: 1) for encode
Successfully parsed a group of options.
Parsing a group of options: input url nasa.png.
Successfully parsed a group of options.
Opening an input file: nasa.png.
[AVFormatContext @ 000001c3cfb092c0] Opening 'nasa.png' for reading
[file @ 000001c3b803c9c0] Setting default whitelist 'file,crypto,data'
[png_pipe @ 000001c3cfb092c0] Format png_pipe probed with size=2048 and score=99
[png_pipe @ 000001c3cfb092c0] Before avformat_find_stream_info() pos: 0 bytes read:32768 seeks:0 nb_streams:1
[png_pipe @ 000001c3cfb092c0] Probe buffer size limit of 5000000 bytes reached
[png_pipe @ 000001c3cfb092c0] After avformat_find_stream_info() pos: 13343388 bytes read:13343388 seeks:0 frames:1
Input #0, png_pipe, from 'nasa.png':
Duration: N/A, bitrate: N/A
Stream #0:0, 1, 1/25: Video: png, 1 reference frame, rgba(pc, gbunknown/unknown), 4928x3279 [SAR 2835:2835 DAR 4928:3279], 0/1, 25 fps, 25 tbr, 25 tbn
Successfully opened the file.
Parsing a group of options: output url output.jpg.
Applying option vf (alias for -filter:v (apply filters to video streams)) with argument scale_vulkan=1920:1080.
Successfully parsed a group of options.
Opening an output file: output.jpg.
[out#0/image2 @ 000001c3c9865180] No explicit maps, mapping streams automatically...
[vost#0:0/mjpeg @ 000001c3c9907300] Created video stream from input stream 0:0
[AVFilterGraph @ 000001c3b803bf40] Setting 'w' to value '1920'
[AVFilterGraph @ 000001c3b803bf40] Setting 'h' to value '1080'
detected 32 logical cores
Successfully opened the file.
Stream mapping:
Stream #0:0 -> #0:0 (png (native) -> mjpeg (native))
[vost#0:0/mjpeg @ 000001c3c9907300] Starting thread...
[vf#0:0 @ 000001c3ba08cec0] Starting thread...
[vist#0:0/png @ 000001c3ba68cfc0] [dec:png @ 000001c3ba24dc40] Starting thread...
[in#0/png_pipe @ 000001c3cfa913c0] Starting thread...
Press [q] to stop, [?] for help
[in#0/png_pipe @ 000001c3cfa913c0] EOF while reading input
[in#0/png_pipe @ 000001c3cfa913c0] Terminating thread with return code 0 (success)
[vist#0:0/png @ 000001c3ba68cfc0] [dec:png @ 000001c3ba24dc40] Decoder thread received EOF packet
[vist#0:0/png @ 000001c3ba68cfc0] [dec:png @ 000001c3ba24dc40] Decoder returned EOF, finishing
[vist#0:0/png @ 000001c3ba68cfc0] [dec:png @ 000001c3ba24dc40] Terminating thread with return code 0 (success)
[AVFilterGraph @ 000001c3d0665440] Setting 'w' to value '1920'
[AVFilterGraph @ 000001c3d0665440] Setting 'h' to value '1080'
[graph -1 input from stream 0:0 @ 000001c3d05d9840] w:4928 h:3279 pixfmt:rgba tb:1/25 fr:25/1 sar:2835/2835 csp:gbr range:pc
[format @ 000001c3d05d91c0] Setting 'pix_fmts' to value 'yuvj420p|yuvj422p|yuvj444p|yuv420p|yuv422p|yuv444p'
[format @ 000001c3d05d91c0] Setting 'color_ranges' to value 'pc'
[auto_scale_0 @ 000001c3d05d9300] w:iw h:ih flags:'' interl:0
[Parsed_scale_vulkan_0 @ 000001c3d05d9e80] auto-inserting filter 'auto_scale_0' between the filter 'graph -1 input from stream 0:0' and the filter 'Parsed_scale_vulkan_0'
Impossible to convert between the formats supported by the filter 'graph -1 input from stream 0:0' and the filter 'auto_scale_0'
[vf#0:0 @ 000001c3ba08cec0] Error reinitializing filters!
[vf#0:0 @ 000001c3ba08cec0] Task finished with error code: -40 (Function not implemented)
[vf#0:0 @ 000001c3ba08cec0] Terminating thread with return code -40 (Function not implemented)
[vost#0:0/mjpeg @ 000001c3c9907300] [enc:mjpeg @ 000001c3b803ca80] Encoder thread received EOF
[vost#0:0/mjpeg @ 000001c3c9907300] [enc:mjpeg @ 000001c3b803ca80] Could not open encoder before EOF
[vost#0:0/mjpeg @ 000001c3c9907300] Task finished with error code: -22 (Invalid argument)
[vost#0:0/mjpeg @ 000001c3c9907300] Terminating thread with return code -22 (Invalid argument)
[out#0/image2 @ 000001c3c9865180] Nothing was written into output file, because at least one of its streams received no packets.
frame= 0 fps=0.0 q=0.0 Lsize= 0KiB time=N/A bitrate=N/A speed=N/A
[in#0/png_pipe @ 000001c3cfa913c0] Input file #0 (nasa.png):
[in#0/png_pipe @ 000001c3cfa913c0] Input stream #0:0 (video): 1 packets read (13343388 bytes); 1 frames decoded; 0 decode errors;
[in#0/png_pipe @ 000001c3cfa913c0] Total: 1 packets (13343388 bytes) demuxed
[AVIOContext @ 000001c3d041c100] Statistics: 13343388 bytes read, 0 seeks
Conversion failed!
submitted by jakebeau to ffmpeg [link] [comments]
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E nessuno ha fatto niente, peccato, c'era un premio speciale...
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https://web.archive.org/web/20150206174303/http://fingersxcrossed.com/?cat=174 https://beverlyhighlights.com/14033/culture/fingers-x-crossed/
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About me:
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-chinito
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