540 commits

Author	SHA1	Message	Date
Starbeamrainbowlabs	e908e4b693	dlr: Note about RANDSEED	2024-08-30 18:50:26 +01:00
Starbeamrainbowlabs	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
Starbeamrainbowlabs	e5f6e6394f	Implement initial UNTESTED support for split_validation and split_test	2024-08-29 19:33:40 +01:00
Starbeamrainbowlabs	b2b96ab636	replace tensorflow_addons with keras_cv	2024-08-29 19:32:54 +01:00
Starbeamrainbowlabs	2d73d84e20	uv pip sync doesn't install dependencies of packages	2024-08-29 19:31:42 +01:00
Starbeamrainbowlabs	b31485f7a1	add pyproject.toml	2024-08-29 18:58:57 +01:00
Starbeamrainbowlabs	61ee2326cf	licence change	2024-08-29 18:36:11 +01:00
Starbeamrainbowlabs	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
Starbeamrainbowlabs	5d62e3cee8	Implement env from PhD-smflooding-scene	2024-08-29 16:43:29 +01:00
Starbeamrainbowlabs	a75d4f5d79	dataset_mono: add todo	2024-08-02 19:48:29 +01:00
Starbeamrainbowlabs	0f9f185983	dlr: add PARALLEL_READS env var, update docs	2023-11-30 16:33:22 +00:00
Starbeamrainbowlabs	e14fa275ab	rr de: rerun to recaalculate ... these values are accurate to our dataset now	2023-11-23 18:35:39 +00:00
Starbeamrainbowlabs	76b2956703	rr de: update to dataset_mono_predict	2023-11-03 15:48:53 +00:00
Starbeamrainbowlabs	e44b5533b1	plot_metrics_multi: add option to plot train/val separately	2023-07-20 15:49:09 +01:00
Starbeamrainbowlabs	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
Starbeamrainbowlabs	636b316bfc	plot_multi: actually fix the plots	2023-07-05 16:35:26 +01:00
Starbeamrainbowlabs	9efc72db73	dlr ds/mono: just why	2023-06-16 18:36:18 +01:00
Starbeamrainbowlabs	a4e80229fb	dlr ds/mono: fixup	2023-06-16 18:35:02 +01:00
Starbeamrainbowlabs	7869505cfb	dlr: add PREDICT_AS_ONE	2023-06-16 18:23:40 +01:00
Starbeamrainbowlabs	4bbc4c29c4	plot_metrics_multi: add RESOLUTION env var	2023-06-14 15:50:37 +01:00
Starbeamrainbowlabs	18db54f0a7	plot_metrics_multi: FINALLY write a script to generate charts for multiple models at the same time	2023-06-08 18:13:20 +01:00
Starbeamrainbowlabs	fa37185950	plot_metrics: improve CLI	2023-06-08 15:20:32 +01:00
Starbeamrainbowlabs	3be38823db	dlr: fix another crash	2023-05-19 22:00:23 +01:00
Starbeamrainbowlabs	3e42972fb0	dlr: add comment	2023-05-11 17:45:52 +01:00
Starbeamrainbowlabs	fe05dd33fc	dlr: missing quotes	2023-05-11 16:23:36 +01:00
Starbeamrainbowlabs	5a73388a80	dlr: add RANDSEED to slurm	2023-05-11 16:02:13 +01:00
Starbeamrainbowlabs	ae0c672f60	Merge branch 'main' of git.starbeamrainbowlabs.com:sbrl/PhD-Rainfall-Radar	2023-05-11 15:59:08 +01:00
Starbeamrainbowlabs	20092c6829	shuffle: add random seed env var	2023-05-11 15:59:01 +01:00
Starbeamrainbowlabs	535bd6f579	dlr: fix crash	2023-05-07 19:00:02 +01:00
Starbeamrainbowlabs	ac040717e6	autoset the value of factor	2023-05-04 19:57:02 +01:00
Starbeamrainbowlabs	214afcc914	dlr: steps per execution is ugh	2023-05-04 19:54:51 +01:00
Starbeamrainbowlabs	f0a2e7c450	dlr: print values of new env vars	2023-05-04 19:42:40 +01:00
Starbeamrainbowlabs	8593999eb6	dlr: add JIT_COMPILE	2023-05-04 18:22:18 +01:00
Starbeamrainbowlabs	dddc08c663	dlr: set steps_per_execution to 16 by default	2023-05-04 18:13:08 +01:00
Starbeamrainbowlabs	e2e6a56b40	dlr: add UPSAMPLE env var ... ...AND actually add the functionality this time!	2023-05-04 17:40:16 +01:00
Starbeamrainbowlabs	31687da931	celldice: actually do log(cosh()) ... ....just wow.	2023-05-03 15:00:10 +01:00
Starbeamrainbowlabs	4a4df380e3	if name == main	2023-03-23 18:09:52 +00:00
Starbeamrainbowlabs	81cad8e6b4	newline	2023-03-23 18:01:21 +00:00
Starbeamrainbowlabs	1bd59dc038	finish script to plot generic metrics	2023-03-23 18:00:00 +00:00
Starbeamrainbowlabs	698bbe2ffb	start working on plotting script, but it isn't finished yet	2023-03-22 17:45:06 +00:00
Starbeamrainbowlabs	6b17d45aad	dlr: plot all metrics	2023-03-22 17:41:34 +00:00
Starbeamrainbowlabs	e565c36149	deeplabv3+: prepare for ConvNeXt	2023-03-14 21:51:41 +00:00
Starbeamrainbowlabs	779b546897	dlr: log new env vars	2023-03-14 20:28:22 +00:00
Starbeamrainbowlabs	623208ba6d	dlr: add env var for water thresholding	2023-03-14 20:18:39 +00:00
Starbeamrainbowlabs	c5fc62c411	dlr CHANGE: Add optional log(cosh(dice_loss)) ... Ref https://doi.org/10.1109/cibcb48159.2020.9277638	2023-03-10 20:24:13 +00:00
Starbeamrainbowlabs	f25d1b5b1a	dlr CHANGE: properly normalise the heightmap	2023-03-10 19:13:32 +00:00
Starbeamrainbowlabs	8e76ac2864	dlr: typo	2023-03-10 17:40:16 +00:00
Starbeamrainbowlabs	5e79825292	dlr: tf.Tensor → numpy array → list → json → disk	2023-03-10 17:34:49 +00:00
Starbeamrainbowlabs	b287970032	dlr: missing import	2023-03-10 17:31:03 +00:00
Starbeamrainbowlabs	e6cd0aa1b9	dlr: fix crash	2023-03-10 17:14:06 +00:00