diff --git a/config.yml b/config.yml index 7ff0ecc4a3694a36f71661a936b45b28dcb784a4..09e83255cb3ff718960ccb281dbedd49d780e5ac 100644 --- a/config.yml +++ b/config.yml @@ -56,7 +56,7 @@ BidirectionalLSTM: RNN: HiddenSize: 35 - NumLayers: 16 + NumLayers: 4 Initialization: None #Name of directory containing logs diff --git a/logs/main_unit_test.log b/logs/main_unit_test.log index 02f60cecbac808dd6b101ce8dc0288989f49c02d..966b8719b610489cf43c1ca6a0edde76c9b6db9a 100644 --- a/logs/main_unit_test.log +++ b/logs/main_unit_test.log @@ -1306,3 +1306,30 @@ INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx INFO:root: - The train fold has 36035 samples INFO:root: - The valid fold has 9109 samples +INFO:root:= Dataloaders for mean and standard deviation +INFO:root: - Dataset creation +INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points +INFO:root:Generating the index +INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx +INFO:root: - Loaded a dataset with 677160 samples +INFO:root: - Splitting the data in training and validation sets +INFO:root:Generating the subset files from 677160 samples +INFO:root: - Subset dataset +INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points +INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx +INFO:root: - The train fold has 541668 samples +INFO:root:= Dataloaders +INFO:root: - Dataset creation +INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points +INFO:root:Generating the index +INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx +INFO:root: - Loaded a dataset with 677160 samples +INFO:root: - Splitting the data in training and validation sets +INFO:root:Generating the subset files from 677160 samples +INFO:root: - Subset dataset +INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points +INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx +INFO:root:The loaded dataset contains 25 latitudes, 37 longitudes, 28 depths and 2222 time points +INFO:root:Loading the index from sub_2CMEMS-MEDSEA-2010-2016-training.nc.bin_index.idx +INFO:root: - The train fold has 542473 samples +INFO:root: - The valid fold has 134687 samples