James Betker
bfdfaab911
Checkpoint RRDB
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Greatly reduces memory consumption with a low performance penalty
2020-09-04 15:32:00 -06:00
James Betker
480d1299d7
Remove RRDB with switching
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This idea never really panned out, removing it.
2020-07-01 12:08:32 -06:00
James Betker
0a714e8451
Fix initialization in mhead switched rrdb
2020-06-15 21:32:03 -06:00
James Betker
be7982b9ae
Add skip heads to switcher
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These pass through the input so that it can be selected by the attention mechanism.
2020-06-14 12:46:54 -06:00
James Betker
532704af40
Multiple modifications for experimental RRDB architectures
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- Add LowDimRRDB; essentially a "normal RRDB" but the RDB blocks process at a low dimension using PixelShuffle
- Add switching wrappers around it
- Add support for switching on top of multi-headed inputs and outputs
- Moves PixelUnshuffle to arch_util
2020-06-13 11:37:27 -06:00
James Betker
e89f28ead0
Update multirrdb to do HR fixing in the base image dimension.
2020-06-11 08:43:39 -06:00
James Betker
d3b2cbfe7c
Fix loading new state dicts for RRDB
2020-06-11 08:25:57 -06:00
James Betker
5ca53e7786
Add alternative first block for PixShuffleRRDB
2020-06-10 21:45:24 -06:00
James Betker
43b7fccc89
Fix mhead attention integration bug for RRDB
2020-06-10 12:02:33 -06:00
James Betker
12e8fad079
Add serveral new RRDB architectures
2020-06-09 13:28:55 -06:00
James Betker
786a4288d6
Allow switched RRDBNet to record metrics and decay temperature
2020-06-08 11:10:38 -06:00
James Betker
ae3301c0ea
SwitchedRRDB work
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Renames AttentiveRRDB to SwitchedRRDB. Moves SwitchedConv to
an external repo (neonbjb/switchedconv). Switchs RDB blocks instead
of conv blocks. Works good!
2020-06-08 08:47:34 -06:00
James Betker
063719c5cc
Fix attention conv bugs
2020-06-06 18:31:02 -06:00
James Betker
cbedd6340a
Add RRDB with attention
2020-06-05 21:02:08 -06:00
James Betker
dc17545083
Add RRDB Initial Stride
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Allows downsampling immediately before processing, which reduces network complexity on
higher resolution images but keeps a higher filter count.
2020-06-02 10:47:15 -06:00
James Betker
9b44f6f5c0
Add AssistedRRDB and remove RRDBNetXL
2020-05-23 21:09:21 -06:00
James Betker
9cde58be80
Make RRDB usable in the current iteration
2020-05-16 18:36:30 -06:00
James Betker
9e1acfe396
Fixup upconv for the next attempt!
2020-05-01 19:56:14 -06:00
James Betker
05aafef938
Support variant input sizes and scales
2020-04-22 00:39:55 -06:00
XintaoWang
037933ba66
mmsr
2019-08-23 21:42:47 +08:00
