Using ControlNet ffmpeg version 4.4.2-0ubuntu0.22.04.1 Copyright (c) 2000-2021 the FFmpeg developers built with gcc 11 (Ubuntu 11.2.0-19ubuntu1) configuration: --prefix=/usr --extra-version=0ubuntu0.22.04.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --enable-libdav1d --enable-libflite --enable-libfontconfig --enable-libfreetype --enable-libfribidi --enable-libgme --enable-libgsm --enable-libjack --enable-libmp3lame --enable-libmysofa --enable-libopenjpeg --enable-libopenmpt --enable-libopus --enable-libpulse --enable-librabbitmq --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libsrt --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzimg --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-pocketsphinx --enable-librsvg --enable-libmfx --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared libavutil 56. 70.100 / 56. 70.100 libavcodec 58.134.100 / 58.134.100 libavformat 58. 76.100 / 58. 76.100 libavdevice 58. 13.100 / 58. 13.100 libavfilter 7.110.100 / 7.110.100 libswscale 5. 9.100 / 5. 9.100 libswresample 3. 9.100 / 3. 9.100 libpostproc 55. 9.100 / 55. 9.100 Input #0, gif, from '/tmp/tmpck8v5no9spiral.gif': Duration: 00:00:14.39, start: 0.000000, bitrate: 2292 kb/s Stream #0:0: Video: gif, bgra, 480x270, 15 fps, 15 tbr, 100 tbn, 100 tbc Stream mapping: Stream #0:0 -> #0:0 (gif (native) -> png (native)) Press [q] to stop, [?] for help Output #0, image2, to 'data/controlnet_image/test/qr_code_monster_v2/%04d.png': Metadata: encoder : Lavf58.76.100 Stream #0:0: Video: png, rgba(pc, gbr/unknown/unknown, progressive), 480x270, q=2-31, 200 kb/s, 15 fps, 15 tbn Metadata: encoder : Lavc58.134.100 png frame= 1 fps=0.0 q=0.0 size=N/A time=00:00:00.00 bitrate=N/A speed= 0x frame= 32 fps=0.0 q=-0.0 Lsize=N/A time=00:00:02.13 bitrate=N/A speed=36.4x video:938kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: unknown -------------------------------------------------------------------------------- { "name": "sample", "path": "share/Stable-diffusion/majicmixRealistic_v5Preview.safetensors", "motion_module": "models/motion-module/mm_sd_v15_v2.ckpt", "compile": false, "seed": [ -1 ], "scheduler": "k_dpmpp_sde", "steps": 25, "guidance_scale": 7.5, "clip_skip": 2, "prompt_fixed_ratio": 0.5, "head_prompt": "a beautiful ocean", "prompt_map": { "0": "rolling waves" }, "tail_prompt": "flashes of lightning, eerie, mysterious", "n_prompt": [ "ugly, broken" ], "controlnet_map": { "input_image_dir": "controlnet_image/test", "max_samples_on_vram": 200, "max_models_on_vram": 3, "save_detectmap": true, "preprocess_on_gpu": true, "is_loop": true, "qr_code_monster_v2": { "enable": true, "use_preprocessor": true, "guess_mode": false, "controlnet_conditioning_scale": 0.25, "control_guidance_start": 0.0, "control_guidance_end": 1.0, "control_scale_list": [ 0.5, 0.4, 0.3, 0.2, 0.1 ] } }, "output":{ "format" : "mp4", "fps" : 16, "encode_param":{ "crf": 10 } } } -------------------------------------------------------------------------------- Running command: animatediff generate -c config/prompts/custom_prompt_travel.json -W 384 -H 256 -L 32 -C 16 10:23:32 INFO Using generation config: cli.py:291 config/prompts/custom_prompt_travel.json 10:23:33 INFO is_v2=True util.py:361 INFO Using base model: runwayml/stable-diffusion-v1-5 cli.py:309 INFO Will save outputs to cli.py:317 ./output/2023-11-01T10-23-33-sample-majicmixrealist ic_v5preview Preprocessing images (qr_code_monster_v2) 72% ━━╸ 23/… [ 0:0… < 0:0… , 126 ] it/s Saving Preprocessed images (qr_code_monster_v2) 94% ━━╸ 29… [ 0:… < 0:… , 25 ] it… 10:23:34 INFO Checking motion module... generate.py:331 INFO Loading tokenizer... generate.py:345 INFO Loading text encoder... generate.py:347 10:23:36 INFO Loading VAE... generate.py:349 INFO Loading UNet... generate.py:351 10:23:44 INFO Loaded 453.20928M-parameter motion module unet.py:578 INFO Using scheduler "k_dpmpp_sde" generate.py:363 (DPMSolverSinglestepScheduler) INFO Loading weights from generate.py:368 /src/data/share/Stable-diffusion/majicmixReali stic_v5Preview.safetensors 10:23:47 INFO Merging weights into UNet... generate.py:385 INFO Creating AnimationPipeline... generate.py:431 INFO No TI embeddings found ti.py:102 INFO loading c='qr_code_monster_v2' model generate.py:460 10:23:54 INFO Sending pipeline to device "cuda" pipeline.py:22 INFO Selected data types: unet_dtype=torch.float16, device.py:90 tenc_dtype=torch.float16, vae_dtype=torch.bfloat16 INFO Using channels_last memory format for UNet and device.py:111 VAE 10:23:56 INFO Saving prompt config to output directory cli.py:364 INFO Initialization complete! cli.py:372 INFO Generating 1 animations cli.py:373 INFO Running generation 1 of 1 cli.py:383 INFO Generation seed: 2186829154798718332 cli.py:389 INFO len( region_condi_list )=1 generate.py:1153 INFO len( region_list )=1 generate.py:1154 100% ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 75/75 [ 0:00:39 < 0:00:00 , 2 it/s ] 10:24:37 INFO Generation complete, saving... generate.py:1185 10:24:38 INFO Creating ffmpeg encoder... generate.py:1084 INFO Encoding interpolated frames with ffmpeg... generate.py:1094 10:24:39 INFO Saved sample to generate.py:1189 output/2023-11-01T10-23-33-sample-majicmixrea listic_v5preview/00_2186829154798718332_a-bea utiful-ocean_rolling-waves_flashes-of-lightni INFO Generation complete! cli.py:429 INFO Done, exiting... cli.py:435 Error: Downloading (…)lve/main/config.json: 0%| | 0.00/4.52k [00:00 fps fps -> Stream #0:0 (libx264) Press [q] to stop, [?] for help [libx264 @ 0x55ccc7fe48c0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 [libx264 @ 0x55ccc7fe48c0] profile High, level 1.3, 4:2:0, 8-bit [libx264 @ 0x55ccc7fe48c0] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=1 ref=6 deblock=1:1:1 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=0.40:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=-2 threads=8 lookahead_threads=1 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=5 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=16 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=10.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:0.60 Output #0, mp4, to '/src/output/2023-11-01T10-23-33-sample-majicmixrealistic_v5preview/00_2186829154798718332_a-beautiful-ocean_rolling-waves_flashes-of-lightni.mp4': Metadata: encoder : Lavf58.76.100 Stream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 384x256, q=2-31, 16 fps, 16384 tbn Metadata: encoder : Lavc58.134.100 libx264 Side data: cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A frame= 1 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x frame= 32 fps=0.0 q=-1.0 Lsize= 524kB time=00:00:01.81 bitrate=2366.9kbits/s speed=13.3x video:523kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.222025% [libx264 @ 0x55ccc7fe48c0] frame I:1 Avg QP:12.86 size: 23891 [libx264 @ 0x55ccc7fe48c0] frame P:6 Avg QP:12.73 size: 21566 [libx264 @ 0x55ccc7fe48c0] frame B:25 Avg QP:13.80 size: 15244 [libx264 @ 0x55ccc7fe48c0] consecutive B-frames: 3.1% 0.0% 0.0% 25.0% 15.6% 56.2% [libx264 @ 0x55ccc7fe48c0] mb I I16..4: 8.3% 57.0% 34.6% [libx264 @ 0x55ccc7fe48c0] mb P I16..4: 6.0% 49.6% 35.9% P16..4: 2.2% 4.0% 2.4% 0.0% 0.0% skip: 0.0% [libx264 @ 0x55ccc7fe48c0] mb B I16..4: 1.4% 12.5% 12.8% B16..8: 23.5% 27.2% 10.2% direct:11.8% skip: 0.6% L0:26.3% L1:25.1% BI:48.6% [libx264 @ 0x55ccc7fe48c0] 8x8 transform intra:50.7% inter:55.8% [libx264 @ 0x55ccc7fe48c0] coded y,uvDC,uvAC intra: 94.9% 99.0% 96.0% inter: 81.6% 92.3% 46.5% [libx264 @ 0x55ccc7fe48c0] i16 v,h,dc,p: 14% 5% 4% 77% [libx264 @ 0x55ccc7fe48c0] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 31% 12% 7% 4% 7% 15% 9% 10% 5% [libx264 @ 0x55ccc7fe48c0] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 16% 14% 6% 6% 14% 13% 16% 8% 7% [libx264 @ 0x55ccc7fe48c0] i8c dc,h,v,p: 34% 20% 28% 18% [libx264 @ 0x55ccc7fe48c0] Weighted P-Frames: Y:50.0% UV:33.3% [libx264 @ 0x55ccc7fe48c0] ref P L0: 36.4% 23.0% 14.0% 7.6% 4.5% 7.6% 6.9% [libx264 @ 0x55ccc7fe48c0] ref B L0: 94.9% 3.3% 1.3% 0.3% 0.3% [libx264 @ 0x55ccc7fe48c0] ref B L1: 98.9% 1.1% [libx264 @ 0x55ccc7fe48c0] kb/s:2137.54 Identifying the GIF path from the generated outputs... Identified directory: output/2023-11-01T10-23-33-sample-majicmixrealistic_v5preview Identified Media Path: output/2023-11-01T10-23-33-sample-majicmixrealistic_v5preview/00_2186829154798718332_a-beautiful-ocean_rolling-waves_flashes-of-lightni.mp4 Identified PNG Folder Path: output/2023-11-01T10-23-33-sample-majicmixrealistic_v5preview/00-2186829154798718332 Interpolating frames with FILM... 0%|[32m [0m| 0/217 [00:00 #0:0 (png (native) -> h264 (libx264)) Press [q] to stop, [?] for help [libx264 @ 0x55a4851d88c0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2 [libx264 @ 0x55a4851d88c0] profile High, level 1.3, 4:2:0, 8-bit [libx264 @ 0x55a4851d88c0] 264 - core 163 r3060 5db6aa6 - H.264/MPEG-4 AVC codec - Copyleft 2003-2021 - http://www.videolan.org/x264.html - options: cabac=1 ref=3 deblock=1:0:0 analyse=0x3:0x113 me=hex subme=7 psy=1 psy_rd=1.00:0.00 mixed_ref=1 me_range=16 chroma_me=1 trellis=1 8x8dct=1 cqm=0 deadzone=21,11 fast_pskip=1 chroma_qp_offset=-2 threads=8 lookahead_threads=1 sliced_threads=0 nr=0 decimate=1 interlaced=0 bluray_compat=0 constrained_intra=0 bframes=3 b_pyramid=2 b_adapt=1 b_bias=0 direct=1 weightb=1 open_gop=0 weightp=2 keyint=250 keyint_min=16 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=1.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00 Output #0, mp4, to 'output/2023-11-01T10-23-33-sample-majicmixrealistic_v5preview/output_video.mp4': Metadata: encoder : Lavf58.76.100 Stream #0:0: Video: h264 (avc1 / 0x31637661), yuv420p(tv, progressive), 384x256, q=2-31, 16 fps, 16384 tbn Metadata: encoder : Lavc58.134.100 libx264 Side data: cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: N/A frame= 1 fps=0.0 q=0.0 size= 0kB time=00:00:00.00 bitrate=N/A speed= 0x frame= 224 fps=0.0 q=5.0 size= 3840kB time=00:00:10.56 bitrate=2978.2kbits/s speed=20.9x frame= 249 fps=0.0 q=-1.0 Lsize= 5769kB time=00:00:15.37 bitrate=3073.7kbits/s speed=21.9x video:5765kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.066522% [libx264 @ 0x55a4851d88c0] frame I:1 Avg QP: 1.61 size: 60169 [libx264 @ 0x55a4851d88c0] frame P:62 Avg QP: 1.61 size: 47471 [libx264 @ 0x55a4851d88c0] frame B:186 Avg QP: 4.70 size: 15588 [libx264 @ 0x55a4851d88c0] consecutive B-frames: 0.4% 0.0% 0.0% 99.6% [libx264 @ 0x55a4851d88c0] mb I I16..4: 12.0% 18.0% 70.1% [libx264 @ 0x55a4851d88c0] mb P I16..4: 4.0% 10.4% 17.8% P16..4: 18.7% 30.1% 19.1% 0.0% 0.0% skip: 0.0% [libx264 @ 0x55a4851d88c0] mb B I16..4: 0.2% 1.3% 0.4% B16..8: 34.3% 9.9% 8.2% direct:34.2% skip:11.6% L0:22.7% L1:20.3% BI:57.0% [libx264 @ 0x55a4851d88c0] 8x8 transform intra:36.9% inter:29.7% [libx264 @ 0x55a4851d88c0] coded y,uvDC,uvAC intra: 99.4% 99.9% 99.8% inter: 85.5% 82.3% 77.5% [libx264 @ 0x55a4851d88c0] i16 v,h,dc,p: 29% 6% 8% 56% [libx264 @ 0x55a4851d88c0] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 48% 9% 11% 3% 6% 10% 4% 6% 3% [libx264 @ 0x55a4851d88c0] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 30% 11% 11% 5% 11% 15% 7% 7% 4% [libx264 @ 0x55a4851d88c0] i8c dc,h,v,p: 32% 12% 39% 17% [libx264 @ 0x55a4851d88c0] Weighted P-Frames: Y:24.2% UV:21.0% [libx264 @ 0x55a4851d88c0] ref P L0: 50.5% 32.9% 13.1% 3.0% 0.5% [libx264 @ 0x55a4851d88c0] ref B L0: 97.2% 2.5% 0.3% [libx264 @ 0x55a4851d88c0] ref B L1: 99.8% 0.2% [libx264 @ 0x55a4851d88c0] kb/s:3034.29

Examples

Run time and cost