563 commits

Author	SHA1	Message	Date
Starbeamrainbowlabs	06f956dc07	dlr: default LOSS, EPOCHS, and PREDICT_COUNT to better values ... Ref recent experiments	2023-03-03 20:17:08 +00:00
Starbeamrainbowlabs	b435cc54dd	dlr: add sensitivity (aka recall) and specificity metrics	2023-03-03 20:00:05 +00:00
Starbeamrainbowlabs	483ecf11c8	add specificity metric	2023-03-03 19:35:20 +00:00
Starbeamrainbowlabs	d464c9f57d	dlr: add dice loss as metric ... more metrics to go tho	2023-03-03 19:34:55 +00:00
Starbeamrainbowlabs	f70083bea4	dlr eo: set custom_objects when loading model	2023-03-01 17:19:10 +00:00
Starbeamrainbowlabs	b5f23e76d1	dlr eo: allow setting DIR_OUTPUT directly	2023-03-01 16:54:15 +00:00
Starbeamrainbowlabs	4fd9feba4f	dlr eo: tidyup	2023-03-01 16:47:36 +00:00
Starbeamrainbowlabs	69b5ae8838	dlr eo: this should fix it	2023-02-23 17:24:30 +00:00
Starbeamrainbowlabs	9f1cee2927	dlr eo: cheese it by upsampling and then downsampling again	2023-02-23 16:47:00 +00:00
Starbeamrainbowlabs	96b94ec55b	upsampling test	2023-02-23 16:19:44 +00:00
Starbeamrainbowlabs	747ddfd41b	weird, XLA_FLAGS cuda data dir wasn't needed before ... libdevice not found at ./libdevice.10.bc	2023-02-10 13:28:34 +00:00
Starbeamrainbowlabs	e43274cd91	dlr eo: add VAL_STEPS_PER_EPOCH	2023-02-03 16:41:30 +00:00
Starbeamrainbowlabs	8446a842d1	typo	2023-02-03 16:01:54 +00:00
Starbeamrainbowlabs	1a8f10339a	LayerConvNeXtGamma: fix for mixed precision mode	2023-02-02 16:22:08 +00:00
Starbeamrainbowlabs	a630db2c49	dlr eo: fixup	2023-02-02 16:17:52 +00:00
Starbeamrainbowlabs	2bf1872aca	dlr eo: add JIT_COMPILE and MIXED_PRECISION	2023-02-02 16:14:09 +00:00
Starbeamrainbowlabs	71088b8c0b	typo	2023-02-02 15:48:49 +00:00
Starbeamrainbowlabs	f7666865a0	dlr eo: add STEPS_PER_EXECUTION	2023-02-02 15:47:08 +00:00
Starbeamrainbowlabs	f8202851a1	dlr eo: add LEARNING_RATE	2023-01-27 16:51:13 +00:00
Starbeamrainbowlabs	fb898ea72b	slurm eo: seriously....?	2023-01-26 17:02:33 +00:00
Starbeamrainbowlabs	be946091b1	slurm eo: DIR_OUTPUT → DIRPATH_OUTPUT	2023-01-26 16:52:14 +00:00
Starbeamrainbowlabs	4703bdbea1	SLURM: add job file for encoderonly ... It's pretty much bugfixed, but illykin doesn't have enough RAM to support it at the moment :-(	2023-01-20 20:32:35 +00:00
Starbeamrainbowlabs	818d77c733	Make dirpath_rainfallwater consistent with other experiments	2023-01-20 20:31:26 +00:00
Starbeamrainbowlabs	e72d3991b8	switch to a smaller ConvNeXt	2023-01-20 19:14:38 +00:00
Starbeamrainbowlabs	e1ad16a213	debug A	2023-01-20 18:58:45 +00:00
Starbeamrainbowlabs	65a2e16a4c	ds_eo: lower memory usage	2023-01-20 18:55:52 +00:00
Starbeamrainbowlabs	b5e68fc1a3	eo: don't downsample ConvNeXt at beginning	2023-01-20 18:49:46 +00:00
Starbeamrainbowlabs	d5fdab50ed	dlreo: missing import	2023-01-20 18:40:35 +00:00
Starbeamrainbowlabs	4514086dc6	make_encoderonly: kwargs	2023-01-20 18:39:35 +00:00
Starbeamrainbowlabs	35dbd3f8bc	ds eo: scale up rainfall data ... It's taken most fo the afternoon to spot this one 🤦	2023-01-20 18:37:08 +00:00
Starbeamrainbowlabs	5b54ceec48	ds eo: debug	2023-01-20 18:36:14 +00:00
Starbeamrainbowlabs	a3787f0647	debug	2023-01-20 18:34:56 +00:00
Starbeamrainbowlabs	9bd5e0f7a3	ds_eo: debug ... there's something fishy going on here.	2023-01-20 17:25:22 +00:00
Starbeamrainbowlabs	aa3831bc4f	ds_eo: pass water to reshape	2023-01-17 19:07:16 +00:00
Starbeamrainbowlabs	a01c49414f	ds_eo: typo	2023-01-17 19:06:29 +00:00
Starbeamrainbowlabs	b9bea26d26	ds_eo: rogue variables	2023-01-17 19:03:14 +00:00
Starbeamrainbowlabs	64c57bbc21	dlr: add no-requeue ... Ref https://support.hull.ac.uk/tas/public/ssp/content/detail/incident?unid=652db7ac6e73485c9f7658db78b2b628	2023-01-17 18:20:26 +00:00
Starbeamrainbowlabs	a28bbb9cf7	encoderonly: make executable	2023-01-17 17:55:10 +00:00
Starbeamrainbowlabs	835b376c72	slurm dlr: log exit code	2023-01-17 15:18:26 +00:00
Starbeamrainbowlabs	40a550f155	slurm dlr: fixup	2023-01-16 18:45:08 +00:00
Starbeamrainbowlabs	7bcf13f8d8	dlr: typo	2023-01-16 18:02:09 +00:00
Starbeamrainbowlabs	6ff2864d23	slurm dlr: shell out in conda; redirect stderr & stdout to disk inside the experiments folder ... Also, if the job restarts, we still save the previous run's results because we append rather than overwrite	2023-01-16 17:32:22 +00:00
Starbeamrainbowlabs	0b31c9e700	log start time, end time, and elapsed ... just in case...!	2023-01-16 17:30:20 +00:00
Starbeamrainbowlabs	1a4ac3ed66	encoderonly: add graph plotting	2023-01-13 19:08:38 +00:00
Starbeamrainbowlabs	82e01da70b	fixup.... again ... oops	2023-01-13 18:47:29 +00:00
Starbeamrainbowlabs	7b10f5c5fe	dlr: add learning_rate env var	2023-01-13 18:29:39 +00:00
Starbeamrainbowlabs	2f0ce0aa13	again	2023-01-13 18:27:03 +00:00
Starbeamrainbowlabs	e04d6ab1b6	fixup again	2023-01-13 18:23:32 +00:00
Starbeamrainbowlabs	37d1598b0b	loss cel+dice: fixup	2023-01-13 18:21:11 +00:00
Starbeamrainbowlabs	0f0b691b5d	loss cel + dice: fixup	2023-01-13 18:09:31 +00:00
Starbeamrainbowlabs	be77f035c8	dlr: add cross-entropy + dice loss fn option	2023-01-13 17:58:00 +00:00
Starbeamrainbowlabs	b2a5acaf4e	dlr dsm: clash	2023-01-13 17:26:38 +00:00
Starbeamrainbowlabs	f7672db599	annoying	2023-01-13 17:00:47 +00:00
Starbeamrainbowlabs	3c4d1c5140	dlr: Add support for stripping isolated water pixels ... That is, water pixels that have no other water pixels immediately adjacent thereto (diagonals count).	2023-01-13 16:57:26 +00:00
Starbeamrainbowlabs	ce1467461d	fixup	2023-01-13 16:47:52 +00:00
Starbeamrainbowlabs	0b676fa391	move shuffle to subdir	2023-01-13 16:47:35 +00:00
Starbeamrainbowlabs	2edfb1a21f	dlr predict: comment debug	2023-01-12 19:20:22 +00:00
Starbeamrainbowlabs	f0dd9711ed	dlr: fixup	2023-01-12 18:55:33 +00:00
Starbeamrainbowlabs	176dc022a0	add moar env vars	2023-01-12 18:54:39 +00:00
Starbeamrainbowlabs	0d41bbba94	dlr predict: output with higher quality	2023-01-12 18:43:48 +00:00
Starbeamrainbowlabs	1b5bb14d8f	dlr: debug	2023-01-12 18:35:29 +00:00
Starbeamrainbowlabs	20f7d34fd1	fixup	2023-01-12 18:21:20 +00:00
Starbeamrainbowlabs	c0c6e81c01	dlr predict: allow for multiple outputs	2023-01-12 18:12:50 +00:00
Starbeamrainbowlabs	864dfa802d	dlr/predict typo	2023-01-12 18:03:06 +00:00
Starbeamrainbowlabs	0140e93bbd	dlr: trying a thing	2023-01-12 18:00:16 +00:00
Starbeamrainbowlabs	e1666026ad	dlr/predict: let's try another way	2023-01-12 17:56:59 +00:00
Starbeamrainbowlabs	e7c0328648	typo	2023-01-12 16:58:23 +00:00
Starbeamrainbowlabs	376eecc29f	dlr: try plotting the label too ... https://www.youtube.com/watch?v=03qwgVJbNas	2023-01-12 16:13:04 +00:00
Starbeamrainbowlabs	be7dd91f88	fix crash 'cause we're only plotting 1 thing	2023-01-11 17:41:55 +00:00
Starbeamrainbowlabs	3787155665	dlr: we can't plot the input tensor because it has 8 channels rather than 1 or 3	2023-01-11 17:39:14 +00:00
Starbeamrainbowlabs	373dda03b5	missing comma	2023-01-11 17:28:13 +00:00
Starbeamrainbowlabs	7be0509ac8	dlr: slurm PATH_CHECKPOINT	2023-01-11 17:27:26 +00:00
Starbeamrainbowlabs	a69c809008	dlr: slurm, load checkpoint	2023-01-11 17:26:57 +00:00
Starbeamrainbowlabs	93e663e45d	add optional PATH_CHECKPOINT env var	2023-01-11 17:20:19 +00:00
Starbeamrainbowlabs	0e3de8f5fc	dlr: fix predictions	2023-01-10 19:19:30 +00:00
Starbeamrainbowlabs	2591cbe6bc	slurm dlr: quiet, pip	2023-01-10 18:12:35 +00:00
Starbeamrainbowlabs	1958c4e6c2	encoderonly model: getting there	2023-01-09 19:33:41 +00:00
Starbeamrainbowlabs	4b7df39fac	bugfix	2023-01-09 18:25:16 +00:00
Starbeamrainbowlabs	581006cbe6	dlr: save checkpoints	2023-01-09 18:03:23 +00:00
Starbeamrainbowlabs	52cf66ca32	start working on a quick encoder test, but it's far from finished	2023-01-06 19:55:52 +00:00
Starbeamrainbowlabs	f080af0b57	identity test: plot binarised heightmap	2023-01-06 19:03:06 +00:00
Starbeamrainbowlabs	36859746ff	dlr: fix crash	2023-01-06 17:13:35 +00:00
Starbeamrainbowlabs	bcf198d47b	mono identity test: output	2023-01-06 17:08:18 +00:00
Starbeamrainbowlabs	db0b010814	slur dlr: log file names correct	2023-01-05 19:47:51 +00:00
Starbeamrainbowlabs	e01ecfb615	slurm dlr: fix output dir	2023-01-05 19:42:42 +00:00
Starbeamrainbowlabs	aa76d754c1	slurm dlr: fix pathing	2023-01-05 19:35:56 +00:00
Starbeamrainbowlabs	67b8a2c6c0	spaces → spaces	2023-01-05 19:17:44 +00:00
Starbeamrainbowlabs	56a501f8a9	weights="imagenet" only works with 3 image channels	2023-01-05 19:09:31 +00:00
Starbeamrainbowlabs	4563fe6b27	dpl: fix moar crashes	2023-01-05 19:03:44 +00:00
Starbeamrainbowlabs	fefeb5d531	fix water depth fiddling	2023-01-05 19:01:20 +00:00
Starbeamrainbowlabs	46d1f5e4e0	dataset_mono: fix dataset parsing	2023-01-05 19:00:52 +00:00
Starbeamrainbowlabs	aca7b83a78	dataset_mono: fix sizing ... it didn't account for rainfall_scale_up	2023-01-05 18:38:47 +00:00
Starbeamrainbowlabs	19bb2fcac0	debug	2023-01-05 18:32:22 +00:00
Starbeamrainbowlabs	6a4f68a055	missing import	2023-01-05 18:26:33 +00:00
Starbeamrainbowlabs	0d4cc63b76	dl rainfall: fix env var name	2023-01-05 17:42:20 +00:00
Starbeamrainbowlabs	dd79fb6e68	fixup	2023-01-05 17:09:09 +00:00
Starbeamrainbowlabs	11ccd4cbee	slurm deeplab rainfall: fix variable naming	2023-01-05 17:08:57 +00:00
Starbeamrainbowlabs	c17e53ca75	deeplabv3+ for rainfall	2022-12-16 19:52:59 +00:00
Starbeamrainbowlabs	677e39f820	work on slurm for deeplabv3+ rainfall, but it's NOT FINISHED YET	2022-12-16 19:52:44 +00:00
Starbeamrainbowlabs	423e277ed1	add comment	2022-12-15 19:33:25 +00:00
Starbeamrainbowlabs	ef5071b569	DeepLabV3+: start working on version for rainfall radar, but it's not finished yet	2022-12-15 19:33:14 +00:00
Starbeamrainbowlabs	15a3150127	DeepLabV3+: close each matplotlib figure after writing it	2022-12-15 19:14:07 +00:00
Starbeamrainbowlabs	6ce121f861	DeepLabV3+: have argument for number of channels	2022-12-14 17:36:30 +00:00
Starbeamrainbowlabs	1dc2ec3a46	DeepLabV3+: pathing.... again	2022-12-13 18:51:09 +00:00
Starbeamrainbowlabs	eb47f8f544	dataset_mono: adjust to suit DeepLabV3+ too	2022-12-13 18:37:38 +00:00
Starbeamrainbowlabs	440e693dfc	DeepLabv3+: fix pathing again	2022-12-13 18:26:00 +00:00
Starbeamrainbowlabs	7e1f271bf4	deeplabv3+: fix colourmap	2022-12-13 14:02:10 +00:00
Starbeamrainbowlabs	4d8ce792c9	ddeeplabv3+: fix imports/pathing errors	2022-12-13 13:38:27 +00:00
Starbeamrainbowlabs	fc43f145c2	if not	2022-12-13 13:28:09 +00:00
Starbeamrainbowlabs	d907dc48e5	DeepLabv3+: add logging	2022-12-13 13:20:16 +00:00
Starbeamrainbowlabs	be4d928319	deeplabv3+: chmod +x	2022-12-13 13:06:42 +00:00
Starbeamrainbowlabs	91846079b2	deeplabv3+ tesst: add shebang	2022-12-13 12:56:14 +00:00
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