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Author SHA1 Message Date
Starbeamrainbowlabs 96e260fe82
slurm: add job file for deeplabv3 test 2022-12-12 19:31:49 +00:00
Starbeamrainbowlabs 8866960017
TEST SCRIPT: deeplabv3 
ref https://keras.io/examples/vision/deeplabv3_plus/
dataset ref https://drive.google.com/uc?id=1B9A9UCJYMwTL4oBEo4RZfbMZMaZhKJaz

(the code is *terrible* spaghetti....!)
 2022-12-12 19:20:07 +00:00
Starbeamrainbowlabs 4e4d42a281
LossDice: add comment 2022-12-12 18:34:20 +00:00
Starbeamrainbowlabs 449bc425a7
LossDice: explicitly cast inputs to float32 2022-12-12 17:20:32 +00:00
Starbeamrainbowlabs dbf8f5617c
drop activation function in last layers 2022-12-12 17:20:04 +00:00
Starbeamrainbowlabs bcd2f1251e
LossDice: Do 1 - thing instead of -thing 2022-12-09 19:41:32 +00:00
Starbeamrainbowlabs d0dbc50bb7
debug 2022-12-09 19:33:28 +00:00
Starbeamrainbowlabs 2142bb039c
again 2022-12-09 19:30:01 +00:00
Starbeamrainbowlabs 7000b0f193
fixup 2022-12-09 19:23:35 +00:00
Starbeamrainbowlabs 85012d0616
fixup 2022-12-09 19:18:03 +00:00
Starbeamrainbowlabs 719d8e9819
strip channels layer at end 2022-12-09 19:11:00 +00:00
Starbeamrainbowlabs 0129c35a35
LossDice: remove weird K.* functions 2022-12-09 19:06:26 +00:00
Starbeamrainbowlabs 659fc97fd4
fix crash 2022-12-09 18:39:27 +00:00
Starbeamrainbowlabs e22c0981e6
actually use dice loss 2022-12-09 18:35:17 +00:00
Starbeamrainbowlabs 649c262960
mono: switch loss from crossentropy to dice 2022-12-09 18:13:37 +00:00
Starbeamrainbowlabs 7fd7c750d6
jupyter: identity test 
status: FAILED, as usual....!
Don't worry though, 'cause we has a *planses*..... MUHAHAHAHAHAHAHA
* cue evil laugh *
 2022-12-09 18:07:56 +00:00
Starbeamrainbowlabs cf9e8aa237
jupyter: convnext-mono identity test 2022-12-09 15:50:27 +00:00
Starbeamrainbowlabs 2a1772a211
confvnext_intrevse: add shallow 2022-12-08 19:10:12 +00:00
Starbeamrainbowlabs c27869630a
I hate VSCode's git commit interface 
it doesn't let you ammend
 2022-12-08 18:58:54 +00:00
Starbeamrainbowlabs b3345963f3
missing arg pass 2022-12-08 18:58:32 +00:00
Starbeamrainbowlabs 3dde9b69da
fixup 2022-12-08 18:56:32 +00:00
Starbeamrainbowlabs 6fce39f696
WHY?!?!?! 2022-12-08 18:55:53 +00:00
Starbeamrainbowlabs 26766366fc
I hate the python code intelligence 
it's bad
 2022-12-08 18:55:15 +00:00
Starbeamrainbowlabs ff56f591c7
I hate python 2022-12-08 18:53:37 +00:00
Starbeamrainbowlabs d37e7224f5
train-mono: tidy up arg passing 2022-12-08 18:47:03 +00:00
Starbeamrainbowlabs b53db648bf
fixup 2022-12-08 18:31:42 +00:00
Starbeamrainbowlabs 18c0210704
typo 2022-12-08 17:00:25 +00:00
Starbeamrainbowlabs a3c9416cf0
LossCrossentropy: don't sum 2022-12-08 16:57:11 +00:00
Starbeamrainbowlabs 08046340f4
dataset_mono: normalise heightmap 2022-12-08 16:10:34 +00:00
Starbeamrainbowlabs d997157f55
dataset_mono: log when using heightmap 2022-12-06 19:30:11 +00:00
Starbeamrainbowlabs 468c150570
slurm-train-mono: add HEIGHTMAP 2022-12-06 19:28:06 +00:00
Starbeamrainbowlabs d0f2e3d730
readfile: do transparent gzip by default 
....but there's a glad to turn it off if needed
 2022-12-06 19:27:39 +00:00
Starbeamrainbowlabs eac6472c97
Implement support for (optionally) taking a heightmap in 2022-12-06 18:55:58 +00:00
Starbeamrainbowlabs f92b2b3472
according to the equation it looks like it's 2 2022-12-02 17:22:46 +00:00
Starbeamrainbowlabs cad82cd1bc
CBAM: unsure if it's 1 ro 3 dense ayers in the shared mlp 2022-12-02 17:21:13 +00:00
Starbeamrainbowlabs 62f6a993bb
implement CBAM, but it's UNTESTED 
Convolutional Block Attention Module.
 2022-12-02 17:17:45 +00:00
Starbeamrainbowlabs 9d666c3b38
train mono: type=int → float 2022-12-01 15:39:44 +00:00
Starbeamrainbowlabs 53dfa32685
model_mono: log learning rate 2022-12-01 15:10:51 +00:00
Starbeamrainbowlabs c384d55dff
add arg to adjust learning rate 2022-11-29 20:55:00 +00:00
Starbeamrainbowlabs 8e23e9d341
model_segmenter: we're no longer using sparse 2022-11-29 19:28:27 +00:00
Starbeamrainbowlabs 9a2b4c6838
dsseg: fix reshape/onehot ordering 2022-11-29 19:28:13 +00:00
Starbeamrainbowlabs df774146d9
dataset_segmenter: reshape, not squeeze 2022-11-29 19:24:54 +00:00
Starbeamrainbowlabs 77b8a1a8db
dataset_segmenter: squeeze 2022-11-29 19:16:15 +00:00
Starbeamrainbowlabs 2258b5a229
slurm-train: reduce RAM required by 10GB 2022-11-29 19:15:34 +00:00
Starbeamrainbowlabs 01101ad30b
losscrossentropy: return the reduced value * facepalm * 2022-11-29 19:07:08 +00:00
Starbeamrainbowlabs ff65393e78
log file naming update 2022-11-29 18:41:14 +00:00
Starbeamrainbowlabs 37f196a785
LossCrossentropy: add kwargs 2022-11-29 15:40:35 +00:00
Starbeamrainbowlabs 838ff56a3b
mono: fix loading checkpoint 2022-11-29 15:25:11 +00:00
Starbeamrainbowlabs dba6cbffcd
WHY. * facepalms * 2022-11-28 19:33:42 +00:00
Starbeamrainbowlabs 57b8eb93fb
fixup 2022-11-28 19:09:35 +00:00