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pschaldenbrand /text2video:ed5518ac
Input
Run this model in Node.js with one line of code:
npx create-replicate --model=pschaldenbrand/text2video
or set up a project from scratch
Install Replicate’s Node.js client library:
npm install replicateSet the
REPLICATE_API_TOKEN environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Import and set up the client:
import Replicate from "replicate";
const replicate = new Replicate({
auth: process.env.REPLICATE_API_TOKEN,
});Run pschaldenbrand/text2video using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run(
"pschaldenbrand/text2video:ed5518ac356d730caf25255a80e87c16823cf379398afbe26a7dc2e97cc58fee",
{
input: {
fast: false,
width: 640,
height: 360,
prompts: "Once upon a midnight dreary, while I pondered, weak and weary&Over many a quaint and curious volume of forgotten lore&While I nodded, nearly napping, suddenly there came a tapping&As of some one gently rapping, rapping at my chamber door&“’Tis some visitor,” I muttered, “tapping at my chamber door&Only this and nothing more.”",
frame_rate: 8,
temperature: 30,
frames_per_promt: 40
}
}
);
console.log(output);To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:
pip install replicateSet the
REPLICATE_API_TOKEN environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Import the client:
import replicateRun pschaldenbrand/text2video using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run(
"pschaldenbrand/text2video:ed5518ac356d730caf25255a80e87c16823cf379398afbe26a7dc2e97cc58fee",
input={
"fast": False,
"width": 640,
"height": 360,
"prompts": "Once upon a midnight dreary, while I pondered, weak and weary&Over many a quaint and curious volume of forgotten lore&While I nodded, nearly napping, suddenly there came a tapping&As of some one gently rapping, rapping at my chamber door&“’Tis some visitor,” I muttered, “tapping at my chamber door&Only this and nothing more.”",
"frame_rate": 8,
"temperature": 30,
"frames_per_promt": 40
}
)
# The pschaldenbrand/text2video model can stream output as it's running.
# The predict method returns an iterator, and you can iterate over that output.
for item in output:
# https://replicate.com/pschaldenbrand/text2video/api#output-schema
print(item)To learn more, take a look at the guide on getting started with Python.
Set the
REPLICATE_API_TOKEN environment variable:export REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Run pschaldenbrand/text2video using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \
-H "Authorization: Bearer $REPLICATE_API_TOKEN" \
-H "Content-Type: application/json" \
-H "Prefer: wait" \
-d $'{
"version": "ed5518ac356d730caf25255a80e87c16823cf379398afbe26a7dc2e97cc58fee",
"input": {
"fast": false,
"width": 640,
"height": 360,
"prompts": "Once upon a midnight dreary, while I pondered, weak and weary&Over many a quaint and curious volume of forgotten lore&While I nodded, nearly napping, suddenly there came a tapping&As of some one gently rapping, rapping at my chamber door&“’Tis some visitor,” I muttered, “tapping at my chamber door&Only this and nothing more.”",
"frame_rate": 8,
"temperature": 30,
"frames_per_promt": 40
}
}' \
https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
You can run this model locally using Cog. First, install Cog:
brew install cogIf you don’t have Homebrew, there are other installation options available.
Run this to download the model and run it in your local environment:
cog predict r8.im/pschaldenbrand/text2video@sha256:ed5518ac356d730caf25255a80e87c16823cf379398afbe26a7dc2e97cc58fee \
-i 'fast=false' \
-i 'width=640' \
-i 'height=360' \
-i 'prompts="Once upon a midnight dreary, while I pondered, weak and weary&Over many a quaint and curious volume of forgotten lore&While I nodded, nearly napping, suddenly there came a tapping&As of some one gently rapping, rapping at my chamber door&“’Tis some visitor,” I muttered, “tapping at my chamber door&Only this and nothing more.”"' \
-i 'frame_rate=8' \
-i 'temperature=30' \
-i 'frames_per_promt=40'To learn more, take a look at the Cog documentation.
Run this to download the model and run it in your local environment:
docker run -d -p 5000:5000 --gpus=all r8.im/pschaldenbrand/text2video@sha256:ed5518ac356d730caf25255a80e87c16823cf379398afbe26a7dc2e97cc58feecurl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "fast": false, "width": 640, "height": 360, "prompts": "Once upon a midnight dreary, while I pondered, weak and weary&Over many a quaint and curious volume of forgotten lore&While I nodded, nearly napping, suddenly there came a tapping&As of some one gently rapping, rapping at my chamber door&“’Tis some visitor,” I muttered, “tapping at my chamber door&Only this and nothing more.”", "frame_rate": 8, "temperature": 30, "frames_per_promt": 40 } }' \ http://localhost:5000/predictions
To learn more, take a look at the Cog documentation.
Add a payment method to run this model.
Each run costs approximately $0.039. Alternatively, try out our featured models for free.
Sign in with GitHub
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terms of service and privacy policy
Output
{
"completed_at": "2022-10-25T16:52:44.306366Z",
"created_at": "2022-10-25T16:39:50.525527Z",
"data_removed": false,
"error": null,
"id": "qazx4dkferhvhjg6f53an2y6sm",
"input": {
"fast": false,
"width": 640,
"height": 360,
"prompts": "Once upon a midnight dreary, while I pondered, weak and weary&Over many a quaint and curious volume of forgotten lore&While I nodded, nearly napping, suddenly there came a tapping&As of some one gently rapping, rapping at my chamber door&“’Tis some visitor,” I muttered, “tapping at my chamber door&Only this and nothing more.”",
"frame_rate": 8,
"temperature": 30,
"frames_per_promt": 40
},
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1.56s/it]\n 99%|█████████▉| 435/440 [11:16<00:07, 1.55s/it]\n 99%|█████████▉| 436/440 [11:18<00:06, 1.55s/it]\n 99%|█████████▉| 437/440 [11:19<00:04, 1.56s/it]\n100%|█████████▉| 438/440 [11:21<00:03, 1.55s/it]\n100%|█████████▉| 439/440 [11:22<00:01, 1.55s/it]\n100%|██████████| 440/440 [11:24<00:00, 1.55s/it]ffmpeg version 4.2.7-0ubuntu0.1 Copyright (c) 2000-2022 the FFmpeg developers\n built with gcc 9 (Ubuntu 9.4.0-1ubuntu1~20.04.1)\n configuration: --prefix=/usr --extra-version=0ubuntu0.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-avresample --disable-filter=resample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --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-librsvg --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-nvenc --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared\n libavutil 56. 31.100 / 56. 31.100\n libavcodec 58. 54.100 / 58. 54.100\n libavformat 58. 29.100 / 58. 29.100\n libavdevice 58. 8.100 / 58. 8.100\n libavfilter 7. 57.100 / 7. 57.100\n libavresample 4. 0. 0 / 4. 0. 0\n libswscale 5. 5.100 / 5. 5.100\n libswresample 3. 5.100 / 3. 5.100\n libpostproc 55. 5.100 / 55. 5.100\nInput #0, image2, from 'cog_out/frame%06d.jpg':\n Duration: 00:00:17.60, start: 0.000000, bitrate: N/A\n Stream #0:0: Video: mjpeg (Baseline), yuvj420p(pc, bt470bg/unknown/unknown), 640x360 [SAR 1:1 DAR 16:9], 25 fps, 25 tbr, 25 tbn, 25 tbc\nStream mapping:\n Stream #0:0 -> #0:0 (mjpeg (native) -> h264 (libx264))\nPress [q] to stop, [?] for help\n[swscaler @ 0x555a834d2b40] deprecated pixel format used, make sure you did set range correctly\n[libx264 @ 0x555a82fa06c0] using SAR=1/1\n[libx264 @ 0x555a82fa06c0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2\n[libx264 @ 0x555a82fa06c0] profile High, level 2.2\n[libx264 @ 0x555a82fa06c0] 264 - core 155 r2917 0a84d98 - H.264/MPEG-4 AVC codec - Copyleft 2003-2018 - 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=11 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=8 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=25.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00\nOutput #0, mp4, to 'cog_out/out.mp4':\n Metadata:\n encoder : Lavf58.29.100\n Stream #0:0: Video: h264 (libx264) (avc1 / 0x31637661), yuv420p, 640x360 [SAR 1:1 DAR 16:9], q=-1--1, 8 fps, 16384 tbn, 8 tbc\n Metadata:\n encoder : Lavc58.54.100 libx264\n Side data:\n cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: -1\nframe= 72 fps=0.0 q=26.0 size= 256kB time=00:00:01.75 bitrate=1198.6kbits/s speed=3.48x\nframe= 116 fps=111 q=26.0 size= 1024kB time=00:00:07.25 bitrate=1157.1kbits/s speed=6.93x\nframe= 161 fps=103 q=26.0 size= 2048kB time=00:00:12.87 bitrate=1303.1kbits/s speed=8.25x\nframe= 208 fps=101 q=26.0 size= 3072kB time=00:00:18.75 bitrate=1342.2kbits/s speed= 9.1x\nframe= 256 fps=100 q=26.0 size= 4096kB time=00:00:24.75 bitrate=1355.7kbits/s speed=9.66x\nframe= 303 fps= 99 q=26.0 size= 5376kB time=00:00:30.62 bitrate=1438.1kbits/s speed=9.98x\nframe= 345 fps= 97 q=26.0 size= 6400kB time=00:00:35.87 bitrate=1461.4kbits/s speed= 10x\nframe= 394 fps= 96 q=26.0 size= 7424kB time=00:00:42.00 bitrate=1448.0kbits/s speed=10.3x\nframe= 440 fps= 96 q=26.0 size= 8192kB time=00:00:47.75 bitrate=1405.4kbits/s speed=10.4x\nframe= 440 fps= 86 q=-1.0 Lsize= 9504kB time=00:00:54.62 bitrate=1425.4kbits/s speed=10.7x\nvideo:9498kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.064156%\n[libx264 @ 0x555a82fa06c0] frame I:9 Avg QP:23.75 size: 35047\n[libx264 @ 0x555a82fa06c0] frame P:111 Avg QP:26.20 size: 26718\n[libx264 @ 0x555a82fa06c0] frame B:320 Avg QP:26.90 size: 20139\n[libx264 @ 0x555a82fa06c0] consecutive B-frames: 2.5% 0.5% 3.4% 93.6%\n[libx264 @ 0x555a82fa06c0] mb I I16..4: 0.1% 97.9% 2.0%\n[libx264 @ 0x555a82fa06c0] mb P I16..4: 0.0% 87.7% 1.8% P16..4: 4.0% 4.2% 2.2% 0.0% 0.0% skip: 0.0%\n[libx264 @ 0x555a82fa06c0] mb B I16..4: 0.0% 25.3% 2.4% B16..8: 16.2% 8.2% 4.9% direct:41.0% skip: 2.0% L0:34.3% L1:30.9% BI:34.9%\n[libx264 @ 0x555a82fa06c0] 8x8 transform intra:95.0% inter:89.5%\n[libx264 @ 0x555a82fa06c0] coded y,uvDC,uvAC intra: 98.4% 90.2% 46.7% inter: 90.2% 86.9% 11.0%\n[libx264 @ 0x555a82fa06c0] i16 v,h,dc,p: 1% 7% 2% 90%\n[libx264 @ 0x555a82fa06c0] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 22% 13% 22% 5% 7% 8% 7% 8% 9%\n[libx264 @ 0x555a82fa06c0] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 20% 11% 11% 8% 10% 12% 9% 11% 10%\n[libx264 @ 0x555a82fa06c0] i8c dc,h,v,p: 50% 20% 23% 7%\n[libx264 @ 0x555a82fa06c0] Weighted P-Frames: Y:41.4% UV:38.7%\n[libx264 @ 0x555a82fa06c0] ref P L0: 40.5% 16.1% 21.2% 16.7% 5.4%\n[libx264 @ 0x555a82fa06c0] ref B L0: 85.2% 11.3% 3.5%\n[libx264 @ 0x555a82fa06c0] ref B L1: 94.7% 5.3%\n[libx264 @ 0x555a82fa06c0] kb/s:1414.64\n\n100%|██████████| 440/440 [11:30<00:00, 1.57s/it]",
"metrics": {
"predict_time": 691.096936,
"total_time": 773.780839
},
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"https://replicate.delivery/pbxt/b1xsfnXZzvXbMiHb2uIjjtHQzxfDfbVZi99eYwSEi0fhLjLfD/out.mp4",
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],
"started_at": "2022-10-25T16:41:13.209430Z",
"status": "succeeded",
"urls": {
"get": "https://api.replicate.com/v1/predictions/qazx4dkferhvhjg6f53an2y6sm",
"cancel": "https://api.replicate.com/v1/predictions/qazx4dkferhvhjg6f53an2y6sm/cancel"
},
"version": "ed5518ac356d730caf25255a80e87c16823cf379398afbe26a7dc2e97cc58fee"
}Generated in
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100%|██████████| 440/440 [11:24<00:00, 1.55s/it]ffmpeg version 4.2.7-0ubuntu0.1 Copyright (c) 2000-2022 the FFmpeg developers
built with gcc 9 (Ubuntu 9.4.0-1ubuntu1~20.04.1)
configuration: --prefix=/usr --extra-version=0ubuntu0.1 --toolchain=hardened --libdir=/usr/lib/x86_64-linux-gnu --incdir=/usr/include/x86_64-linux-gnu --arch=amd64 --enable-gpl --disable-stripping --enable-avresample --disable-filter=resample --enable-avisynth --enable-gnutls --enable-ladspa --enable-libaom --enable-libass --enable-libbluray --enable-libbs2b --enable-libcaca --enable-libcdio --enable-libcodec2 --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-librsvg --enable-librubberband --enable-libshine --enable-libsnappy --enable-libsoxr --enable-libspeex --enable-libssh --enable-libtheora --enable-libtwolame --enable-libvidstab --enable-libvorbis --enable-libvpx --enable-libwavpack --enable-libwebp --enable-libx265 --enable-libxml2 --enable-libxvid --enable-libzmq --enable-libzvbi --enable-lv2 --enable-omx --enable-openal --enable-opencl --enable-opengl --enable-sdl2 --enable-libdc1394 --enable-libdrm --enable-libiec61883 --enable-nvenc --enable-chromaprint --enable-frei0r --enable-libx264 --enable-shared
libavutil 56. 31.100 / 56. 31.100
libavcodec 58. 54.100 / 58. 54.100
libavformat 58. 29.100 / 58. 29.100
libavdevice 58. 8.100 / 58. 8.100
libavfilter 7. 57.100 / 7. 57.100
libavresample 4. 0. 0 / 4. 0. 0
libswscale 5. 5.100 / 5. 5.100
libswresample 3. 5.100 / 3. 5.100
libpostproc 55. 5.100 / 55. 5.100
Input #0, image2, from 'cog_out/frame%06d.jpg':
Duration: 00:00:17.60, start: 0.000000, bitrate: N/A
Stream #0:0: Video: mjpeg (Baseline), yuvj420p(pc, bt470bg/unknown/unknown), 640x360 [SAR 1:1 DAR 16:9], 25 fps, 25 tbr, 25 tbn, 25 tbc
Stream mapping:
Stream #0:0 -> #0:0 (mjpeg (native) -> h264 (libx264))
Press [q] to stop, [?] for help
[swscaler @ 0x555a834d2b40] deprecated pixel format used, make sure you did set range correctly
[libx264 @ 0x555a82fa06c0] using SAR=1/1
[libx264 @ 0x555a82fa06c0] using cpu capabilities: MMX2 SSE2Fast SSSE3 SSE4.2 AVX FMA3 BMI2 AVX2
[libx264 @ 0x555a82fa06c0] profile High, level 2.2
[libx264 @ 0x555a82fa06c0] 264 - core 155 r2917 0a84d98 - H.264/MPEG-4 AVC codec - Copyleft 2003-2018 - 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=11 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=8 scenecut=40 intra_refresh=0 rc_lookahead=40 rc=crf mbtree=1 crf=25.0 qcomp=0.60 qpmin=0 qpmax=69 qpstep=4 ip_ratio=1.40 aq=1:1.00
Output #0, mp4, to 'cog_out/out.mp4':
Metadata:
encoder : Lavf58.29.100
Stream #0:0: Video: h264 (libx264) (avc1 / 0x31637661), yuv420p, 640x360 [SAR 1:1 DAR 16:9], q=-1--1, 8 fps, 16384 tbn, 8 tbc
Metadata:
encoder : Lavc58.54.100 libx264
Side data:
cpb: bitrate max/min/avg: 0/0/0 buffer size: 0 vbv_delay: -1
frame= 72 fps=0.0 q=26.0 size= 256kB time=00:00:01.75 bitrate=1198.6kbits/s speed=3.48x
frame= 116 fps=111 q=26.0 size= 1024kB time=00:00:07.25 bitrate=1157.1kbits/s speed=6.93x
frame= 161 fps=103 q=26.0 size= 2048kB time=00:00:12.87 bitrate=1303.1kbits/s speed=8.25x
frame= 208 fps=101 q=26.0 size= 3072kB time=00:00:18.75 bitrate=1342.2kbits/s speed= 9.1x
frame= 256 fps=100 q=26.0 size= 4096kB time=00:00:24.75 bitrate=1355.7kbits/s speed=9.66x
frame= 303 fps= 99 q=26.0 size= 5376kB time=00:00:30.62 bitrate=1438.1kbits/s speed=9.98x
frame= 345 fps= 97 q=26.0 size= 6400kB time=00:00:35.87 bitrate=1461.4kbits/s speed= 10x
frame= 394 fps= 96 q=26.0 size= 7424kB time=00:00:42.00 bitrate=1448.0kbits/s speed=10.3x
frame= 440 fps= 96 q=26.0 size= 8192kB time=00:00:47.75 bitrate=1405.4kbits/s speed=10.4x
frame= 440 fps= 86 q=-1.0 Lsize= 9504kB time=00:00:54.62 bitrate=1425.4kbits/s speed=10.7x
video:9498kB audio:0kB subtitle:0kB other streams:0kB global headers:0kB muxing overhead: 0.064156%
[libx264 @ 0x555a82fa06c0] frame I:9 Avg QP:23.75 size: 35047
[libx264 @ 0x555a82fa06c0] frame P:111 Avg QP:26.20 size: 26718
[libx264 @ 0x555a82fa06c0] frame B:320 Avg QP:26.90 size: 20139
[libx264 @ 0x555a82fa06c0] consecutive B-frames: 2.5% 0.5% 3.4% 93.6%
[libx264 @ 0x555a82fa06c0] mb I I16..4: 0.1% 97.9% 2.0%
[libx264 @ 0x555a82fa06c0] mb P I16..4: 0.0% 87.7% 1.8% P16..4: 4.0% 4.2% 2.2% 0.0% 0.0% skip: 0.0%
[libx264 @ 0x555a82fa06c0] mb B I16..4: 0.0% 25.3% 2.4% B16..8: 16.2% 8.2% 4.9% direct:41.0% skip: 2.0% L0:34.3% L1:30.9% BI:34.9%
[libx264 @ 0x555a82fa06c0] 8x8 transform intra:95.0% inter:89.5%
[libx264 @ 0x555a82fa06c0] coded y,uvDC,uvAC intra: 98.4% 90.2% 46.7% inter: 90.2% 86.9% 11.0%
[libx264 @ 0x555a82fa06c0] i16 v,h,dc,p: 1% 7% 2% 90%
[libx264 @ 0x555a82fa06c0] i8 v,h,dc,ddl,ddr,vr,hd,vl,hu: 22% 13% 22% 5% 7% 8% 7% 8% 9%
[libx264 @ 0x555a82fa06c0] i4 v,h,dc,ddl,ddr,vr,hd,vl,hu: 20% 11% 11% 8% 10% 12% 9% 11% 10%
[libx264 @ 0x555a82fa06c0] i8c dc,h,v,p: 50% 20% 23% 7%
[libx264 @ 0x555a82fa06c0] Weighted P-Frames: Y:41.4% UV:38.7%
[libx264 @ 0x555a82fa06c0] ref P L0: 40.5% 16.1% 21.2% 16.7% 5.4%
[libx264 @ 0x555a82fa06c0] ref B L0: 85.2% 11.3% 3.5%
[libx264 @ 0x555a82fa06c0] ref B L1: 94.7% 5.3%
[libx264 @ 0x555a82fa06c0] kb/s:1414.64
100%|██████████| 440/440 [11:30<00:00, 1.57s/it]