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98 commits

Author SHA1 Message Date
Starbeamrainbowlabs dbe35ee943
loss: comment l2 norm 2022-10-31 18:09:03 +00:00
Starbeamrainbowlabs 5e60319024
fixup 2022-10-31 17:56:49 +00:00
Starbeamrainbowlabs b986b069e2
debug party time 2022-10-31 17:50:29 +00:00
Starbeamrainbowlabs 458faa96d2
loss: fixup 2022-10-31 17:18:21 +00:00
Starbeamrainbowlabs 55dc05e8ce
contrastive: comment weights that aren't needed 2022-10-31 16:26:48 +00:00
Starbeamrainbowlabs 1b489518d0
segmenter: add LayerStack2Image to custom_objects 2022-10-26 17:05:50 +01:00
Starbeamrainbowlabs 48ae8a5c20
LossContrastive: normalise features as per the paper 2022-10-26 16:52:56 +01:00
Starbeamrainbowlabs 843cc8dc7b
contrastive: rewrite the loss function. 
The CLIP paper *does* kinda make sense I think
 2022-10-26 16:45:45 +01:00
Starbeamrainbowlabs fad1399c2d
convnext: whitespace 2022-10-26 16:45:20 +01:00
Starbeamrainbowlabs 1d872cb962
contrastive: fix initial temperature value 
It should be 1/0.07, but we had it set to 0.07......
 2022-10-26 16:45:01 +01:00
Starbeamrainbowlabs f994d449f1
Layer2Image: fix 2022-10-25 21:32:17 +01:00
Starbeamrainbowlabs 6a29105f56
model_segmentation: stack not reshape 2022-10-25 21:25:15 +01:00
Starbeamrainbowlabs 98417a3e06
prepare for NCE loss 
.....but Tensorflow's implementation looks to be for supervised models :-(
 2022-10-25 21:15:05 +01:00
Starbeamrainbowlabs bb0679a509
model_segmentation: don't softmax twice 2022-10-25 21:11:48 +01:00
Starbeamrainbowlabs f2e2ca1484
model_contrastive: make water encoder significantly shallower 2022-10-24 20:52:31 +01:00
Starbeamrainbowlabs 8195318a42
SparseCategoricalAccuracy: losses → metrics 2022-10-21 16:51:20 +01:00
Starbeamrainbowlabs c98d8d05dd
segmentation: use the right accuracy 2022-10-21 16:17:05 +01:00
Starbeamrainbowlabs 3f7db6fa78
fix embedding confusion 2022-10-21 15:15:59 +01:00
Starbeamrainbowlabs b3ea189d37
segmentation: softmax the output 2022-10-13 21:02:57 +01:00
Starbeamrainbowlabs f121bfb981
fixup summaryfile 2022-10-13 17:54:42 +01:00
Starbeamrainbowlabs 5c35c0cee4
model_segmentation: document; remove unused args 2022-10-13 17:50:16 +01:00
Starbeamrainbowlabs f12e6ab905
No need for a CLI arg for feature_dim_in - metadata should contain this 2022-10-13 17:37:16 +01:00
Starbeamrainbowlabs 6423bf6702
LayerConvNeXtGamma: avoid adding an EagerTensor to config 
Very weird how this is a problem when it wasn't before..
 2022-10-12 17:12:07 +01:00
Starbeamrainbowlabs 32f5200d3b
pass model_arch properly 2022-10-12 16:50:06 +01:00
Starbeamrainbowlabs c45b90764e
segmentation: adds xxtiny, but unsure if it's small enough 2022-10-11 19:22:37 +01:00
Starbeamrainbowlabs 11f91a7cf4
train: add --arch; default to convnext_i_xtiny 2022-10-11 19:18:01 +01:00
Starbeamrainbowlabs 5dac70aa08
typo 2022-10-06 19:17:03 +01:00
Starbeamrainbowlabs 2960d3b645
exception → warning 2022-10-06 18:26:40 +01:00
Starbeamrainbowlabs 0ee6703c1e
Add todo and comment 2022-10-03 19:06:56 +01:00
Starbeamrainbowlabs 2b182214ea
typo 2022-10-03 17:53:10 +01:00
Starbeamrainbowlabs 92c380bff5
fiddle with Conv2DTranspose 
you need to set the `stride` argument to actually get it to upscale..... :P
 2022-10-03 17:51:41 +01:00
Starbeamrainbowlabs d544553800
fixup 2022-10-03 17:33:06 +01:00
Starbeamrainbowlabs 058e3b6248
model_segmentation: cast float → int 2022-10-03 17:31:36 +01:00
Starbeamrainbowlabs 04e5ae0c45
model_segmentation: redo reshape 
much cheese was applied :P
 2022-10-03 17:27:52 +01:00
Starbeamrainbowlabs deffe69202
typo 2022-10-03 16:59:36 +01:00
Starbeamrainbowlabs fc6d2dabc9
Upscale first, THEN convnext... 2022-10-03 16:38:43 +01:00
Starbeamrainbowlabs 6a0790ff50
convnext_inverse: add returns; change ordering 2022-10-03 16:32:09 +01:00
Starbeamrainbowlabs e51087d0a9
add reshape layer 2022-09-28 18:22:48 +01:00
Starbeamrainbowlabs a336cdee90
and continues 2022-09-28 18:18:10 +01:00
Starbeamrainbowlabs de47a883d9
missing units 2022-09-28 18:17:22 +01:00
Starbeamrainbowlabs b5e08f92fe
the long night continues 2022-09-28 18:14:09 +01:00
Starbeamrainbowlabs 030d8710b6
fixup 2022-09-28 18:08:31 +01:00
Starbeamrainbowlabs 4ee7f2a0d6
add water thresholding 2022-09-28 18:07:26 +01:00
Starbeamrainbowlabs e9e6139c7a
typo 2022-09-28 16:28:18 +01:00
Starbeamrainbowlabs d6ff3fb2ce
pretrain_predict fix write mode 2022-09-27 17:38:12 +01:00
Starbeamrainbowlabs f95fd8f9e4
pretrain-predict: add .tfrecord output function 2022-09-27 16:59:31 +01:00
Starbeamrainbowlabs 30b8dd063e
fixup 2022-09-27 15:54:37 +01:00
Starbeamrainbowlabs 3cf99587e4
Contraster: add gamma layer to load_model 2022-09-27 15:53:52 +01:00
Starbeamrainbowlabs 1e35802d2b
ai: fix embed i/o 2022-09-16 16:02:27 +01:00
Starbeamrainbowlabs ed94da7492
fixup 2022-09-16 15:51:26 +01:00