add building fusion

pix2poly/224/building_fusion/checkpoints/best_val_loss.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:efac3dc64a20cdac7f6857e6ae6674d9377b2adc4bff5fc9f5664b1a69dc2250
+oid sha256:e9b9df52d8f784cddc64d6e398adb41559bfa130d7be2fdf05ec8f3e66a83443
 size 415471617

pix2poly/224/building_fusion/checkpoints/latest.pth

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:7e5c0f5c26e147aeca3e5796db63a9d4c733828222febc9e5e4b3727d822752b
+oid sha256:e679c706725432b2c152168846feee5ac165f2c3f2ae0cc2747df0d7a349aef0
 size 415458400

pix2poly/224/v0_all_bs4x16/.hydra/config.yaml

@@ -1,28 +1,29 @@
 host:
   name: gin
-  data_root: /data/rsulzer/${..dataset.name}
+  data_root: /data/rsulzer/${..dataset.name}_dataset
   model_root: /data/rsulzer/${..dataset.name}_output
   multi_gpu: false
   device: cuda
   update_pbar_every: 1
   ldof_exe: /user/rsulzer/home/cpp/line-DOF-metric/build/calculate_DoF
+  dino_v2_repo: /user/rsulzer/home/remote_python/dinov2
 run_type:
-  name: debug
+  name: release
   batch_size: 16
-  train_subset: 256
-  val_subset: 32
-  test_subset: 32
-  logging: DEBUG
-  num_workers: 0
+  train_subset: null
+  val_subset: null
+  test_subset: null
+  logging: INFO
+  num_workers: 16
   log_to_wandb: false
 dataset:
   name: PixelsPointsPolygons
   size: ${..experiment.encoder.in_size}
   path: ${host.data_root}/data/${.size}
   annotations:
-    train: ${..path}/annotations/annotations_${...experiment.country}_train.json
-    val: ${..path}/annotations/annotations_${...experiment.country}_val.json
-    test: ${..path}/annotations/annotations_${...experiment.country}_test.json
+    train: ${..path}/annotations/${...experiment.annotation_type}/annotations_${...experiment.country}_train.json
+    val: ${..path}/annotations/${...experiment.annotation_type}/annotations_${...experiment.country}_val.json
+    test: ${..path}/annotations/${...experiment.annotation_type}/annotations_${...experiment.country}_test.json
   ffl_stats:
     train: ${..path}/ffl/train/stats-${...experiment.country}.pt
     val: ${..path}/ffl/val/stats-${...experiment.country}.pt
@@ -100,7 +101,9 @@ experiment:
     weight_decay: 0.0001
   name: v0_all_bs4x16
   group_name: v2_${.model.name}
-  country: all
+  lidar_dropout: null
+  country: NY
+  annotation_type: blocks
 training:
   save_best: true
   save_latest: true
@@ -114,9 +117,6 @@ evaluation:
   modes:
   - iou
   eval_file: results/metrics
-experiment.name: debug
 output_dir: ${.host.model_root}/${.experiment.model.name}/${.experiment.encoder.in_size}/${.experiment.name}
-checkpoint: null
+checkpoint: best_val_iou
 num_workers: ${.run_type.num_workers}
-image_file: demo_data/image0_CH_val.tif
-lidar_file: demo_data/lidar0_CH_val.copc.laz

pix2poly/224/v0_all_bs4x16/.hydra/hydra.yaml

@@ -112,14 +112,18 @@ hydra:
     hydra:
     - hydra.mode=RUN
     task:
-    - run_type=debug
+    - run_type=release
     - host=gin
-    - +image_file=demo_data/image0_CH_val.tif
-    - +lidar_file=demo_data/lidar0_CH_val.copc.laz
+    - run_type.log_to_wandb=false
+    - checkpoint=best_val_iou
+    - experiment=p2p_fusion
+    - experiment.country=NY
+    - evaluation=val
+    - experiment.name=v0_all_bs4x16
   job:
-    name: predict_demo
+    name: predict
     chdir: null
-    override_dirname: +image_file=demo_data/image0_CH_val.tif,+lidar_file=demo_data/lidar0_CH_val.copc.laz,host=gin,run_type=debug
+    override_dirname: checkpoint=best_val_iou,evaluation=val,experiment.country=NY,experiment.name=v0_all_bs4x16,experiment=p2p_fusion,host=gin,run_type.log_to_wandb=false,run_type=release
     id: ???
     num: ???
     config_name: config
@@ -152,7 +156,7 @@ hydra:
       model@experiment.model: pix2poly
       encoder@experiment.encoder: early_fusion_vit
       dataset: p3
-      run_type: debug
+      run_type: release
       host: gin
       hydra/env: default
       hydra/callbacks: null

pix2poly/224/v0_all_bs4x16/.hydra/overrides.yaml

@@ -1,4 +1,8 @@
-- run_type=debug
+- run_type=release
 - host=gin
-- +image_file=demo_data/image0_CH_val.tif
-- +lidar_file=demo_data/lidar0_CH_val.copc.laz
+- run_type.log_to_wandb=false
+- checkpoint=best_val_iou
+- experiment=p2p_fusion
+- experiment.country=NY
+- evaluation=val
+- experiment.name=v0_all_bs4x16