Upload model - xlq6w7qj

data_config.yaml

@@ -1,96 +1,96 @@
 _target_: sat_pred.dataset.SatelliteDataModule
+zarr_path:
+- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2008-3000m-uk-only.zarr
+- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2009-3000m-uk-only.zarr
+- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2010-3000m-uk-only.zarr
+- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2011-3000m-uk-only.zarr
+- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2012-3000m-uk-only.zarr
+- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2013-3000m-uk-only.zarr
+- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2014-3000m-uk-only.zarr
+- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2015-3000m-uk-only.zarr
+- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2016-3000m-uk-only.zarr
+- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2017-3000m-uk-only.zarr
+- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2018-3000m-uk-only.zarr
+history_mins: 165
+forecast_mins: 180
+sample_freq_mins: 15
+train_periods:
+- - 2008-01-01 00:00
+  - 2017-12-31 23:55
+val_periods:
+- - 2018-01-01 00:00
+  - 2018-12-31 23:55
+num_workers: 8
+prefetch_factor: 2
 batch_size: 2
+pin_memory: true
+persistent_workers: false
+dataset_pickle_dir: /tmp/sat_pred_dataset_cache
+seed: ${seed}
 channels:
-  IR_016:
+  VIS006:
+    mean: 8.0
+    std: 11.4
+    clip_min: 0
     clip_max: 100
+    missing_value: -11.4
+  VIS008:
+    mean: 9.3
+    std: 13.0
     clip_min: 0
+    clip_max: 100
+    missing_value: -13.0
+  IR_016:
     mean: 7.4
-    missing_value: -10.5
     std: 10.5
+    clip_min: 0
+    clip_max: 100
+    missing_value: -10.5
   IR_039:
-    clip_max: 330
-    clip_min: 200
     mean: 267.5
-    missing_value: 185.1
     std: 14.9
-  IR_087:
-    clip_max: 310
+    clip_min: 200
+    clip_max: 330
+    missing_value: 185.1
+  WV_062:
+    mean: 229.5
+    std: 4.8
     clip_min: 190
+    clip_max: 270
+    missing_value: 185.2
+  WV_073:
+    mean: 243.9
+    std: 8.1
+    clip_min: 190
+    clip_max: 270
+    missing_value: 181.9
+  IR_087:
     mean: 261.3
-    missing_value: 174.2
     std: 15.8
-  IR_097:
-    clip_max: 280
     clip_min: 190
+    clip_max: 310
+    missing_value: 174.2
+  IR_097:
     mean: 239.4
-    missing_value: 181.2
     std: 8.8
-  IR_108:
-    clip_max: 320
     clip_min: 190
+    clip_max: 280
+    missing_value: 181.2
+  IR_108:
     mean: 263.5
-    missing_value: 174.0
     std: 16.0
-  IR_120:
-    clip_max: 310
     clip_min: 190
+    clip_max: 320
+    missing_value: 174.0
+  IR_120:
     mean: 262.4
-    missing_value: 173.9
     std: 16.1
-  IR_134:
-    clip_max: 280
     clip_min: 190
+    clip_max: 310
+    missing_value: 173.9
+  IR_134:
     mean: 246.1
-    missing_value: 179.8
     std: 10.2
-  VIS006:
-    clip_max: 100
-    clip_min: 0
-    mean: 8.0
-    missing_value: -11.4
-    std: 11.4
-  VIS008:
-    clip_max: 100
-    clip_min: 0
-    mean: 9.3
-    missing_value: -13.0
-    std: 13.0
-  WV_062:
-    clip_max: 270
-    clip_min: 190
-    mean: 229.5
-    missing_value: 185.2
-    std: 4.8
-  WV_073:
-    clip_max: 270
     clip_min: 190
-    mean: 243.9
-    missing_value: 181.9
-    std: 8.1
-dataset_pickle_dir: /tmp/sat_pred_dataset_cache
-forecast_mins: 180
-history_mins: 165
-num_workers: 8
-persistent_workers: false
-pin_memory: true
-prefetch_factor: 2
-sample_freq_mins: 15
-seed: ${seed}
-train_periods:
-- - 2008-01-01 00:00
-  - 2017-12-31 23:55
-val_periods:
-- - 2018-01-01 00:00
-  - 2018-12-31 23:55
-zarr_path:
-- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2008-3000m-uk-only.zarr
-- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2009-3000m-uk-only.zarr
-- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2010-3000m-uk-only.zarr
-- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2011-3000m-uk-only.zarr
-- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2012-3000m-uk-only.zarr
-- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2013-3000m-uk-only.zarr
-- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2014-3000m-uk-only.zarr
-- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2015-3000m-uk-only.zarr
-- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2016-3000m-uk-only.zarr
-- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2017-3000m-uk-only.zarr
-- /mnt/storage_u2_30tb_a/ml_training_zarrs/sat/uk_sat_crops/v6_symlink_minimal/rss-2018-3000m-uk-only.zarr
+    clip_max: 280
+    missing_value: 179.8

model_config.yaml

@@ -1,8 +1,8 @@
-N_S: 4
-N_T: 4
 _target_: sat_pred.models.simvp_model.SimVP
+num_channels: 11
+history_len: 12
 forecast_len: 12
 hid_S: 64
 hid_T: 512
-history_len: 12
-num_channels: 11
+N_S: 4
+N_T: 4