add dino sat backbone

backbones/dinov3_vitl16_pretrain_sat493m-eadcf0ff.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:eadcf0ffc02418b6c22a885ea1a7aaeeef84fbf0f5bb4d0b7d1d36e68a964f48
+size 1213059235

pix2poly/224/early_fusion_bs2x16_mnv64/predict_with_tilling.log

@@ -0,0 +1,10 @@
+[2025-12-05 16:42:47,797][pyogrio._io][INFO] - Created 471 records
+[2025-12-05 17:44:59,388][pyogrio._io][INFO] - Created 67 records
+[2025-12-05 17:49:18,958][pyogrio._io][INFO] - Created 1,057 records
+[2025-12-05 18:10:10,112][pyogrio._io][INFO] - Created 22 records
+[2025-12-05 18:24:11,111][pyogrio._io][INFO] - Created 713 records
+[2025-12-05 20:32:45,439][pyogrio._io][INFO] - Created 67 records
+[2025-12-05 20:36:20,603][pyogrio._io][INFO] - Created 107 records
+[2025-12-05 20:40:02,764][pyogrio._io][INFO] - Created 66 records
+[2025-12-05 20:48:10,317][pyogrio._io][INFO] - Created 27 records
+[2025-12-05 21:02:37,298][pyogrio._io][INFO] - Created 539 records

pix2poly/224/lidar_dinov3_all_p4/predict_with_tilling.log

@@ -8,3 +8,13 @@
 [2025-12-04 22:13:34,717][dinov3][INFO] - using dtype=fp32 for rope new
 [2025-12-04 22:13:34,718][dinov3][INFO] - using swiglu layer as FFN
 [2025-12-04 22:22:48,661][pyogrio._io][INFO] - Created 530 records
+[2025-12-05 21:11:13,036][dinov3][INFO] - using base=100 for rope new
+[2025-12-05 21:11:13,036][dinov3][INFO] - using min_period=None for rope new
+[2025-12-05 21:11:13,036][dinov3][INFO] - using max_period=None for rope new
+[2025-12-05 21:11:13,036][dinov3][INFO] - using normalize_coords=separate for rope new
+[2025-12-05 21:11:13,037][dinov3][INFO] - using shift_coords=None for rope new
+[2025-12-05 21:11:13,037][dinov3][INFO] - using rescale_coords=2 for rope new
+[2025-12-05 21:11:13,037][dinov3][INFO] - using jitter_coords=None for rope new
+[2025-12-05 21:11:13,037][dinov3][INFO] - using dtype=fp32 for rope new
+[2025-12-05 21:11:13,038][dinov3][INFO] - using swiglu layer as FFN
+[2025-12-05 21:25:27,312][pyogrio._io][INFO] - Created 545 records

pix2poly/224/lidar_pp_vit_bs2x16_mnv64/predict_with_tilling.log

@@ -8,3 +8,8 @@
 [2025-12-04 22:14:23,148][rasterio._env][WARNING] - CPLE_AppDefined in PROJ: internal_proj_create_from_database: Cannot find proj.db
 [2025-12-04 22:14:23,148][rasterio._env][WARNING] - CPLE_AppDefined in The definition of projected CRS EPSG:2154 got from GeoTIFF keys is not the same as the one from the EPSG registry, which may cause issues during reprojection operations. Set GTIFF_SRS_SOURCE configuration option to EPSG to use official parameters (overriding the ones from GeoTIFF keys), or to GEOKEYS to use custom values from GeoTIFF keys and drop the EPSG code.
 [2025-12-04 22:25:13,943][pyogrio._io][INFO] - Created 593 records
+[2025-12-05 17:15:19,081][pyogrio._io][INFO] - Created 84 records
+[2025-12-05 17:42:16,743][pyogrio._io][INFO] - Created 58 records
+[2025-12-05 20:30:23,313][pyogrio._io][INFO] - Created 69 records
+[2025-12-05 20:44:09,361][pyogrio._io][INFO] - Created 39 records
+[2025-12-05 20:46:25,527][pyogrio._io][INFO] - Created 76 records

pix2poly/224/v4_image_vit_bs4x16/predict_with_tilling.log

@@ -1,2 +1,8 @@
 [2025-11-27 23:32:31,835][pyogrio._io][INFO] - Created 16 records
 [2025-11-27 23:40:04,171][pyogrio._io][INFO] - Created 488 records
+[2025-12-05 16:57:40,303][rasterio._env][INFO] - GDAL signalled an error: err_no=4, msg='/data/rsulzer/Nimes/clipped_sampled/image.tif: No such file or directory'
+[2025-12-05 16:59:58,650][pyogrio._io][INFO] - Created 69 records
+[2025-12-05 17:02:37,073][pyogrio._io][INFO] - Created 69 records
+[2025-12-05 17:05:44,500][pyogrio._io][INFO] - Created 69 records
+[2025-12-05 20:31:30,099][pyogrio._io][INFO] - Created 43 records
+[2025-12-05 20:41:59,210][pyogrio._io][INFO] - Created 56 records