Commit graph

645 commits

Author SHA1 Message Date
090ab78457
dlr: fix (another) crash 2024-11-14 21:53:59 +00:00
7be2222207
dlr: import ...as env 2024-11-14 21:52:41 +00:00
a7ab5ee341
slurm/dlr: cpu cores 14→9 2024-11-14 21:49:54 +00:00
e83d901779
env.py: fix crash 2024-11-14 21:49:03 +00:00
2b69d2c4f2
slurm/dlr: correct logging msg 2024-11-14 21:37:11 +00:00
bd2c6b1c3f
slurm/dlr: don't runmodule load .... on csgpu cluster 2024-11-14 21:34:04 +00:00
4ac7082754
write commit info to file in DIR_OUTPUT 2024-11-14 21:17:53 +00:00
8befef5fc1
slurm/dlr: logging
it Should™ work now?
TODO test this!
2024-11-14 19:55:59 +00:00
c82e4bf5ac
Merge branch 'main' of github.com:sbrl/research-rainfallradar 2024-11-14 19:09:39 +00:00
daa923a88b
pyproject.toml: typo 2024-11-14 19:09:26 +00:00
d0dc1b4280
.gitignore: ignore some more backup files: draw.io, .bak.png 2024-11-08 22:05:13 +00:00
04ea305b70
dlr/slurm: implement USE_CONDA, module command opt-support 2024-11-08 21:47:55 +00:00
f94f777f0a
dlr: make cv2 import optional 2024-11-01 20:40:55 +00:00
05fd955067
README: note about RANDSEED 2024-08-30 19:02:18 +01:00
e908e4b693
dlr: Note about RANDSEED 2024-08-30 18:50:26 +01:00
f46a86c9a4
README: Document SPLIT_VALIDATE, SPLIT_TEST 2024-08-30 18:49:38 +01:00
0761651ccf
tvt: implement CallbackExtraValidation, which allows for a third split
it should tie into Tensorflow's logging  just fine so long as it's the first callback in the queue.

***** TEST SCRIPT *****

model = tf.keras.Sequential([
    tf.keras.layers.Dense(64, activation='relu', input_shape=(10,)),
    tf.keras.layers.Dense(64, activation='relu'),
    tf.keras.layers.Dense(1)
])

model.compile(optimizer='adam', loss='mse', metrics=['mae'])
X = np.random.random((100, 10))
y = np.random.random((100, 1))

split = 80
X_train, X_val = X[:split], X[split:]
y_train, y_val = y[:split], y[split:]

train_dataset = tf.data.Dataset.from_tensor_slices((X_train, y_train)).batch(10)
val_dataset = tf.data.Dataset.from_tensor_slices((X_val, y_val)).batch(10)

history = model.fit(train_dataset,
	epochs=10,
	validation_data=val_dataset,
	callbacks=[
		CallbackExtraValidation({
			"test": val_dataset
		}, verbose=0),
		tf.keras.callbacks.CSVLogger("/dev/stdout", separator="\t")
	],
	verbose=0
)

print(f"DEBUG history {history}")
2024-08-30 18:07:17 +01:00
b5310304bd
wrangler: update dependencies 2024-08-29 19:38:02 +01:00
e5f6e6394f
Implement initial UNTESTED support for split_validation and split_test 2024-08-29 19:33:40 +01:00
b2b96ab636
replace tensorflow_addons with keras_cv 2024-08-29 19:32:54 +01:00
2d73d84e20
uv pip sync doesn't install dependencies of packages 2024-08-29 19:31:42 +01:00
b31485f7a1
add pyproject.toml 2024-08-29 18:58:57 +01:00
61ee2326cf
licence change 2024-08-29 18:36:11 +01:00
18fd4b5d4f
Correct github language bar; Jupyter notebook are not part of the main project 2024-08-29 18:32:28 +01:00
c98c42fa7e
dataset_mono: Implement validate_percentage + test_percentage support
This removes the train_percentage argument

TODO: map this forwards to enable support in deeplabv3_plus_test_rainfall

...thinking about it, it's really not a test now, is it? Updating the filename would be such a /hassle/ though....
2024-08-29 16:44:19 +01:00
5d62e3cee8
Implement env from PhD-smflooding-scene 2024-08-29 16:43:29 +01:00
a75d4f5d79
dataset_mono: add todo 2024-08-02 19:48:29 +01:00
e15f6cd954
Update README w/proper paper link 2024-06-21 16:03:58 +01:00
d22dd6ff18
README: more tidy up 2023-11-30 17:08:50 +00:00
1cbb241786
README: tidy up 2023-11-30 17:02:08 +00:00
844d8e6dd4
rw: update dependencies 2023-11-30 17:01:13 +00:00
c5be527ffb
rw/README: fill out 2023-11-30 16:59:52 +00:00
4626549352
rw/recompress: clarify subcommand description 2023-11-30 16:59:45 +00:00
18195c2d15
rw: mark as 'private' in package.json to avoid accidental publication 2023-11-30 16:59:31 +00:00
002203d20b
vscodium/settings: spellings 2023-11-30 16:59:06 +00:00
294fde7c82
rw; add requirements.txt 2023-11-30 16:45:04 +00:00
92fc34ebb1
rw/child_process:json2tfrecord: Add RAINFALL_MAX_NUMBER env var
use use you'd need to export RAINFALL_MAX_NUMBER=some_integer_value, since it is used by a subprocess rather than the main Node.js process itself
2023-11-30 16:44:43 +00:00
0f9f185983
dlr: add PARALLEL_READS env var, update docs 2023-11-30 16:33:22 +00:00
60674fb6b3
README: finish filling out 2023-11-30 16:32:46 +00:00
13ae4df725
vscodium/settings: spellings 2023-11-30 16:32:17 +00:00
df621fd7d2
README: Continue filling out, but we're not there yet. 2023-11-29 17:31:47 +00:00
3eec01a28c
README: update image 2023-11-29 15:16:01 +00:00
a1a2b105e6
README: Add under construction notice 2023-11-29 15:15:07 +00:00
1d8807793f
README: start expanding, buti ts not finished yet 2023-11-28 16:46:02 +00:00
e14fa275ab
rr de: rerun to recaalculate
these values are accurate to our dataset now
2023-11-23 18:35:39 +00:00
76b2956703
rr de: update to dataset_mono_predict 2023-11-03 15:48:53 +00:00
cbb916327b
vscode → settings.json: spellings 2023-10-26 17:12:46 +01:00
e44b5533b1
plot_metrics_multi: add option to plot train/val separately 2023-07-20 15:49:09 +01:00
b5b26d980b
dlr: print filepaths
we need to know which is which with  this seed so we can visualise for the paper
2023-07-13 19:58:38 +01:00
d7fdf8f038
README: fix diagram 2023-07-06 15:31:13 +01:00