From 8df0ceb1b7015e06aac2a009488fccd893fd2fb7 Mon Sep 17 00:00:00 2001 From: Yandi <yandirzm@gmail.com> Date: Fri, 3 Feb 2023 22:13:03 +0100 Subject: [PATCH] CNN dropout = 0.2 --- config.yml | 2 +- logs/main_unit_test.log | 15 +++++++++++++++ 2 files changed, 16 insertions(+), 1 deletion(-) diff --git a/config.yml b/config.yml index 54cd4b3..22a089a 100644 --- a/config.yml +++ b/config.yml @@ -58,7 +58,7 @@ RNN: HiddenSize: 35 NumLayers: 4 NumFFN: 15 - Dropout: 0.6 + Dropout: 0.2 Initialization: None #Name of directory containing logs diff --git a/logs/main_unit_test.log b/logs/main_unit_test.log index ea36318..deee767 100644 --- a/logs/main_unit_test.log +++ b/logs/main_unit_test.log @@ -1592,3 +1592,18 @@ 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 541789 samples INFO:root: - The valid fold has 135371 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 542071 samples +INFO:root: - The valid fold has 135089 samples -- GitLab