Faster hybrid three pass encoding for video streaming
The technology described herein relates to hybrid three pass encoding for video streaming. A method for hybrid three pass encoding may include performing a first pass encoding of a video input using a lower complexity encoder, splitting the video input into segments, performing a two pass encoding of each of the segments using a higher complexity encoder and the complexity curve generated in the first pass encoding, and outputting an encoded version of the video input. The first pass using a lower complexity encoder significantly reduces the encoding time and end-to-end encoding complexity. In some embodiments, the first pass may be performed on one of many renditions of the video input, the resulting complexity curve being used for subsequent two pass encodings of many or all renditions of the video input.
1 . A method for hybrid three pass encoding, comprising:
performing a first pass encoding of a rendition of a video input using a lower complexity encoder, thereby generating a complexity curve for the video input;
splitting the rendition of the video input into a plurality of segments;
performing a two pass encoding of each of the plurality of segments using a higher complexity encoder and the complexity curve generated in the first pass encoding; and
outputting an encoded rendition of the video input,
wherein a first encoding time for performing the first pass encoding is at least 25% less than a second encoding time for performing the two pass encoding.
2 . The method of claim 1 , wherein the complexity curve from the first pass encoding characterizes an overarching shape of a complexity of the video input as a whole.
3 . The method of claim 1 , wherein the first pass encoding of the video input comprises an H.264 encoding.
4 . The method of claim 1 , wherein the two pass encoding of each of the plurality of segments comprises an AV1 encoding.
5 . The method of claim 1 , wherein the first pass encoding comprises a constant rate factor encoding.
6 . The method of claim 1 , further comprising performing the first pass encoding on another rendition of the video input, thereby generating another complexity curve.
7 . The method of claim 6 , further comprising combining the complexity curve with the other complexity curve using a mapping function configured to output a combined complexity curve, wherein the two pass encoding is performed using the combined complexity curve.
8 . The method of claim 1 , wherein the first encoding time for performing the first pass encoding is at least 40% less than the second encoding time for performing the two pass encoding.
9 . The method of claim 1 , wherein the first encoding time for performing the first pass encoding is at least 50% less than the second encoding time for performing the two pass encoding.
10 . A system for hybrid three pass encoding, comprising:
a memory comprising non-transitory computer-readable storage medium configured to store video data;
one or more processors configured to execute instructions stored on the non-transitory computer-readable storage medium to:
perform a first pass encoding of a video input using a lower complexity encoder, thereby generating a complexity curve for the video input;
split the video input into a plurality of segments;
perform a two pass encoding of each of the plurality of segments using a higher complexity encoder and the complexity curve generated in the first pass encoding; and
output an encoded rendition of the video input,
wherein a first encoding time for performing the first pass encoding is at least 25% less than a second encoding time for performing the two pass encoding.
11 . The system of claim 10 , wherein the lower complexity encoder comprises an H.264 encoder.
12 . The method of claim 10 , wherein the higher complexity encoder comprises an AV1 encoder.
13 . A method for hybrid three pass encoding, comprising:
performing a first pass encoding of a rendition of a video input using a lower complexity encoder, thereby generating a complexity curve for the rendition of the video input, the rendition comprising one of a plurality of renditions;
splitting each of the plurality of renditions into a plurality of segments;
performing two pass encoding on each of the plurality of segments for the plurality of renditions using a higher complexity encoder and the complexity curve for the rendition; and
outputting a plurality of encoded renditions of the video input,
wherein a first encoding time for performing the first pass encoding is at least 25% less than a second encoding time for performing the two pass encoding.
14 . The method of claim 13 , wherein the complexity curve from the first pass encoding characterizes an overarching shape of a complexity of the video input as a whole.
15 . The method of claim 13 , wherein the first pass encoding of the video input comprises an H.264 encoding.
16 . The method of claim 13 , wherein the two pass encoding of each of the plurality of segments comprises an AV1 encoding.
17 . The method of claim 13 , wherein the first pass encoding comprises a constant rate factor encoding.
18 . The method of claim 13 , wherein the first encoding time for performing the first pass encoding is at least 40% less than the second encoding time for performing the two pass encoding.
19 . A system for hybrid three pass encoding, comprising:
a memory comprising non-transitory computer-readable storage medium configured to store video data;
one or more processors configured to execute instructions stored on the non-transitory computer-readable storage medium to:
perform a first pass encoding of a rendition of a video input using a lower complexity encoder, thereby generating a complexity curve for the rendition of the video input, the rendition comprising one of a plurality of renditions;
split each of the plurality of renditions into a plurality of segments;
perform two pass encoding on each of the plurality of segments for the plurality of renditions using a higher complexity encoder and the complexity curve for the rendition; and
output a plurality of encoded renditions of the video input,
wherein a first encoding time for performing the first pass encoding is at least 25% less than a second encoding time for performing the two pass encoding.