diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
@@ -0,0 +1,34 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50a113b26eb3c2686416c493cbdb3e599b71bf7f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d1910847f11e4c02d6470eb71cb55f9597b0bf27
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c7c38ddcd35235408e2dbc11570f64550eb2be41
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f33c0144ac40697ab2cce1b255e951a44be30e99
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e60790f6649dba18cd74bb2338215c3d114e3a5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d4220bc0543d5befd0b599ca56f109322794aa0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f88c15a421af1d3a0418a61e9f9efc94e0e6fb0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dbff32a01a293217bd0b1b3afdb5161a445b240
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1819a8154cba33ccc0635db590f294b592a29e67
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c04b3e91816c187a282b8c69ca91342fb9d3bec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e4b929aef45065f1ef08882d52777b99105bc4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
@@ -0,0 +1,4 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9531f244d059f3c05752a17391a6e7bf82c31f55
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb54b39ddcca705356d1f04244a72afbe66863b7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,11,war_sound,26.153,-9.318,4.411,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b73f9197a5af8b2aae707b4953db9063657077f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,18 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9b245768dd070a7b523e05b3a9196f9a3de02392
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1489ea864dfa8ed84b8746a6796a599a6ba81e93
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d178469bff4e8b4114a8c44277cadc84133d4eae
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68b2d2bd23f606a223f40090e8fb745275323dee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000022__pred.csv
@@ -0,0 +1,121 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..767d5bd20091219559c3608e9025f5a189316789
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c73aff08f9dddc5d3fd298b50651ca85ba3c59a9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d386a2f2287bb38ef76f34c6257dcc7d8d52ff2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4deff101a0759cd236e94b0f4040887b5b1c55f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a200d98833a8884285a853aee9c365872fc9ff7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e02193d25f339d3dfb93b5d5140d9852ced477be
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0087fd9128569d5b10c4b77ef8fd752a58c66ae
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bfaa0e641acb90895cd07c42c605a1c8955654fe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000111__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93ffc40cf1bd045fd0f75ea8bc418002adf05901
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7aaa930ba90b4f002855b16bd10e7975932fe847
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8adbcd6d5fb94e4cc7890e701430e9aaf383dba3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c305cbf9b5d4df70c6b308df301c3f53422ea9d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bb4204576095b6c4ac16f8ae8f3484317f8d4bd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84e766813ecfde8fd6b469a768e7de508cbe34d9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000004__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d8073f2747c384a42c36646c7ee8421199f894d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__gt.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..70b1c1cd877634db50e06a5e2d9190d94fd6c80b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b771b7966202517dd5039980e80b8b6e0e593297
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..96632f4f2263980a45b2bf578fe50980ce9cd5d5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..337b40f6c86aec75740425f49729e5c8b87f71d5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000066__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09040eec2a94d93b724acdcba62b224900bed787
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b0dfd60130bbb245eabe1fbb79acd1420d2ea34a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d93ad0e91d8c0b0dc3dd539036cc8f4162870f0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bbb0c1d3f00ae26d089cf3ca167ffaa3be789e51
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bb39798831d9b9bc64955e9ca54e96e9a5fd460
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,49 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..531f83c2536d070e87bf674f43c4d262a762d888
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b67b72ee96a386649a46578863bddaaf38f25055
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000149__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..53bdf0ea722af787b56fb3a773d3b40a55901c04
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c12193b085ae9142916779cccd7764abad9bd664
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8b0e1117194f36aa6690f79a45e919480e2081e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0001_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..37950570fe0fb3b677e075cfae185ea9fa9ad4d9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..445fb6b3d4c4c8618a179f122154a995cf35ffae
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08376dffa7121f2fff2b5fb7aac1a38fcbfad26e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a108f5c8fd6366eca790f0d4080ed4dd10ca2bd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a263d6fa081f66be7f130c1571718747f05f465b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d24ffeaee311200dbc1e6e3fbc294cb1d0a19034
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f1008e52879e07b58f4b38c3b1724bc646afdf59
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fac4859afe056b1a7c78509d8f8d29ffdb1f64a1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..176e4635eacfe7c722ccd29dfdea5e8193921fe0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..639892d9d2daa6f86bf5ab4e5dd7344b1c30986a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f7e7b5efc6d5b6e733310b5a87c541bb96cf1dcf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da8db10c51693ad0e5c4e955ee18d27e009a193b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1744178b81f206276a34de1070b29c10dd0962a6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3545da6cabc5f720369a56360906fb392010ebea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6709b947a94c70210241a8952417c26ec0c9c994
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
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new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..011721430379dbad9928d89d7b7243e2fa29f86a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02fda393c93496c14fb4a74f92500a8ac8aa795a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d888be5b1d9f2b86a2b1ac135390399d5c2ec1d0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000022__pred.csv
@@ -0,0 +1,121 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dd408b3da66a99de8a21fc811557694d5c29f92e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6f37c6c0d4e59ba5f4cd1c6efd7b44b25f9b7fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..419eb5760cbe33fc1b5e72add90707fdc2a699ce
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6382ad7ca52b817697d6fa03abe846810bfaeaf2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3058f9cf89de65ea6b82b7770c820075b5be981
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000076__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7aa76859e1b076c990c67c8702dd51bda96d6423
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13022a4e793438f1f842da97ed2c7f97bbc3c787
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6bfea0ae1fc96f7abbad5b386456fd483a9fafaa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000111__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f90825fa616aeaa73547078755216df5ec0571e5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fe861fb9e20228cdf29307103d9be59b9f32e0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b22906b665ca8489d0fe7d22f5b7339355c8589
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb1731e40ed2eed0ad7674025e3ba08eb8d04d0a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000147__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e3276ca38604578ee219a86612a06d5a747663ff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4cea6bbabdbc7f1d8ad98a5367b518dde9984cad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9caddf39779908e3424ac67ac870cdd12a2f8f7f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f605858b7e75f72e53a339ec93fc79f8faee675c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c684dcfce1ab3adda5413f3774d2b82f826a4ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1571cd742e39b6e0f6b34174252b704c009b98dc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..375d1e33252aeeb6eca83fa5dc38f8cb7fdb4658
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b9c35d84d3b78cc1efa8f258a107f7ba23b585b9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000079__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c9cea581e4a039f7e48b01ebcaaeae9bca1626d8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35b44b13e84e3c608ee5a29bf7d66148dcb88a1d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b8fb7d533efc40e110ddc6fe6093b521da1f3bb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15f72180bce62abbcc8f85a3b5438f69409eacab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c7bd53550060f9e3131fc73057f998cb059dc15
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1202a013cb98102796ce5d763dfaab55b1d5cc43
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000149__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4aa881d1af49564e4414e9a785eb275c616b4edb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000159__pred.csv
@@ -0,0 +1,189 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a65b4692d177ce48880d6d62b70bb14aeeef567d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b324d0ea641adc048065d1ca4c744fdf6b164cc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0002_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..43126236740ff837722521e1dbce911415b9d4c6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92a56790e47363c6ac0c9725d1a994520fc52391
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b85d99ea1fdf242f81bebdde0a9f67336aba772
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c7db1d4cdc16b33273c4517193b0051ffd99c2c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90e9242f380f6420788610b36800e4685cc3a5be
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..309791017f41d69ec7bd16267d1a5637875df04c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9ebfe89b090b1702bcdbb11234139dd0f5a1c0b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3408adbb4fd8e2a33fb1c3fad186b773c7981aed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d4f9cda6e20e6f364417e57efaa5abe05c5353b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..72a82d984ab9d4e62a85b994cf63f76fcf756042
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..03ff9b4f60545b7cf20063342fa7302c83706dbc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ada47efe918fd7fa281035f4693bd742e3a6068
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36661f6bdd05276348279122d274af18068ac606
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42332f52615744b4af9e6246c3c4530308645c6e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99820867285e5405550fa2d1503084e4d6088477
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b5744ef4067de3166a4d37318bd29ea747cc39c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d8717a1fe808e4cf57524d6b43e173de0223e25d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f3680d60f2f344ff2c26c6d94a6c24c8e2c2f14
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b101c96cef8c76bb7ce986338cbce06c48d0840f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..abba8d7bd9753d19d210109fd8b22c2b1633fda0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bde7591959673b7e7a305015237fc79388c5940
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c0614e3b676b1397273a19a2c6a2640ef1fe4a90
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e56bbb4397f10850188d338fd8a9d86a80270bbf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..115bcea13fa92c0b040e8da0adb2b95c17b65e9f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000076__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000084__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8809e6a69fba65dd4e4fce306521b17b78a24d78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000099__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7686ed1641c3ae90250905e5dfea23b5c6f10c71
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..23969f8f8b33bb90cc4d0daf8bbe73216f9675ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
+0,0.0,0,55,aircraft,59.982,-21.599,3.535,1.0
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..503e143adca4f4492283def328d0020013972921
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b31a5d2a0237ca5bb6c698d1d101cdf1011cc573
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d8183333b4ff924a313b371c0270d9029f6bac94
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e9631dd0bbc03022c72312d5fec90e03277355a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000147__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..189f0f49f1dd89f6002b3293c74afee3921d49e5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..529139e6541b37a6bb0d84d811211b55ffb44c28
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..29dd8a70788740e2d54e110dd511d81b64f0353b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b224a6356cacb5350809620eb3da45e537cebbc7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e5bb4bf7ed4ed0568b7ce146bd847fd220ea995f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000055__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f08c00dbd67f3cb475c0b1595428528230453880
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3cbecacb5b6b93a383abb4b0fccd5a859a824508
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000066__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06b190e10a77df8f8613cbefc217f417b5780e1b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000079__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6fd499b466bf9dce79fbc0474766b392722f191e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d80ddd8dabbd28544dcc3ec5ef735be819b265d8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a6ec1899a1dd25409e64029f54392ad1bd637b8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0dd9a7daf1cbffde54cc34b9fe8ca4b982e59a9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af4d7136221df280bc18244ed05668499a379834
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3fc5318cf19cdd34a6c51e8b56fd84f6b9d9ded6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000149__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000159__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56b99a4cb3ae3db5fe4897cbcf724bfc781a4f0e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..365b30557a8222064321c25f9e47d437e9fa384a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2fb3dadf3816797bd93b3788e4e81af525d95d6c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0007_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..696dfbebffa65ee6ed4b4ff04dd028f9c104c011
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
@@ -0,0 +1,109 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
@@ -0,0 +1,51 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..deb997f745ad8e5139d8af99f7fc4b8cc47a5b5c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..649670fa61236ec902512488069182a18e2004df
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a38717a52f754e31f5de74059a96d8135f1f38e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..737587ca583a4f4b96a6fce60c13bfa10c8daa25
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe548cf9a6521b397ba54135eb96aac0d3cde116
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ad06a181a59a79e8ffc571a4b0c1bae92f44dd5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f237c7939309434f4ea4684bd83de8885dc8afe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b18be8a4231b58bf212ff4067557cbb6e62e5bb3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ab7ae85e32c5d867251834223b52d5fe78607a7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6bf1ad6d460181b8bcbe02f22d10e048b8d2dccf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e33409356549cd6013ad6538f1c1acecf06b75f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..344f052a66921681023a8f8ec42d9a07ca2330c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,18 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2989a640cbc63bbcbdf1c62b6c989e290a5bdaa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
@@ -0,0 +1,85 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..491df0169526481b85186bd73f8c7d487b3ace54
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..699b2da9ab89726b1cc44a42547f09375405dcff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d342d70361390f2d10e80f64ab32c101446fb408
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58366f7cdf5aa2270cab2d79f86b3814f95c8528
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e7ca05a9ca5b96d69f7d6bd5ef5c521f1a501ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000031__pred.csv
@@ -0,0 +1,197 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000043__gt.csv
@@ -0,0 +1,44 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6dd53c570f95f32fb6afbb2ea4556342708e768e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000043__pred.csv
@@ -0,0 +1,125 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b33708c52b44e7ca155c106b540583664ed52666
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..17850ae720802f6ae84402ff9232fcef0a29a5be
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f4c786527b9ef3c212fd50c3960c290a45bc4c6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000076__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19f47afa176ab69127ffa85237e879b74b2710ff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90f417f726842d3fefe4a01d7eee8ed2f0ea9fa5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8991a0aa8d1de5e1420d7c7c44709c187143a326
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000111__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77aa5559dfb176053ed88a9d524d0ecc40c5df13
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..37b657fdd7abc5db967449e293f72c25f4176c5f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cce3d44191588ee4d2fca83eda58a5917b860dc0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0780f26b2f6e21dfc095b6f6ee8725b297edf4a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed28197e97be3278915418bf2c0967c889a7be32
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12ef89598011ef60bf49a95b36a9df5b8533d1bc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..82b74a7d12bbcf35688b2bd774ebc59992b6c4f3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,177 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e00d463f61161ad9646ffdb732ed3382ab167d19
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5cd5f490f68316e21a1e6b83a5062e6dd670914
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e93eee1dfe6d8557a7f2eaa766fc8b70dffd3df6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f13afe21dd7096441084a51db96cea26a32e69aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef9f4882e837713f2c6480d578a7737bbf744889
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a1181d445452cd8682f22135cac9915d239dba3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..834cbb815f9d0740b7700247b6bdbef572680961
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d928240bd2372416cb3626a641e91f110c66a906
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8490cf92e322f331cee58f5a1844cb7e616db2f3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77e1415ec3cf592a4e47ce6994d8f2ab422959ba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f57f1e192f3b4a3a319edaf18070df063c62a1b3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..502409a64b62be2d8d5a148cba2f66ccb5b7c63d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f7d16c88d03adf290a1fd9697a53af6bce3116b2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b9d8963aa32ccd008ffe74602c97a23d3e0a4b7f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0010_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e3bd26b2be5f51f2fa4f23d967030b4280629cbc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f490aa0639b2e11b80d2bfb299eb8c3bb50d3392
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..45d1e1e0c6647a0419af39725bc50f8516bd52b9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..573d12e59ad4b2cb7ded9fa7448bb073430e6f0c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..01be16954a15e94f824d9726a21ad97d3852f75d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a1fc30fc8d1b0e49852714ebb660ddba1097a849
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..545d93490eeb9c83892dfa85df313a7be0cad342
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d3437de04d81a64c3639f1f05271b9e6abc16f2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5df01bacdb55481431c169a54b911a5112716321
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44a106247f737158f55a54014b2c33ee83727d28
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c62391cc637a76f6545dc723db38871fd9bfcabd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f38c11ab642a2f147ecd770b7a2299f9c818dfb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f5f858c789820a3003959b1b77cd5ee06f3b7ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7dd65aee2c90d28366543cd8c4c576d5e6683f47
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b5707fc7566e0c1476d57ed114b6ccb3ec6f117b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44be7ca6ac05f0f56018df54e289e786d3e50e38
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5863d79b0254ff605c8bda6dabb0eae18f6fa0dc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e9b7ac37d193414867f4da56152577c597686191
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe638c6ff92ca3254baceafda55bd4e2acc075c9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a68b7532f1b408df28d4b3090425a40c0a58c8d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..543c5eac6bba791edb678a222f9eec052c466417
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8c230fac830436fd656b10bb754039dfb8f294b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..86940f825c691bd6a57240edbd536e58b0795210
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000076__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d7ff6698cc22475cb65e08a326f574921e60a4a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000099__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d1f240f99c9ecdebd52f47af8bc9fe387f1fd40
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000099__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..70e85f4da43d5319269944ce223184d6293eac59
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e003f28927b7ede3e9e7536d56962f115743c9d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c57732a024efa426a137b4d527144bfe05d0f2c6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000139__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50abaad86e32110cd1e8a92636675ee60b46dfd8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b345966e5bd51afe5855c45cdc6360d1fcb97739
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8163afc126297d806c1917c302c49bde48d1c6ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d8a6fa6750e139f0d01e918b54cb6a25be65e0cf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c5ec2950553bc5d71e3bdd37c7b86bcdb41db85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b1821bc99929f325bdfcf2f55f07959eb1360286
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000025__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..71c0419cb61ba72e135d0b2c0cd09c31e7c16faa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef8f14a2b13c98505765edddb05c091a1574367c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..32711290670b9774dc7e6ae29314754f326fd029
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000079__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68d73094981c81af6b0acffd778d4bb20717a816
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b2a96795e27f4fad43c92303343450fb33e8e54
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a9998c162fed90807a07ff977cd380988f6b7b3b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40ba075909d53dd9fbb3ad2dfd0e8b011e3cf20c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000112__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a764196b1bf28eeb0b72e5a1959f0c5012fd2de4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,49 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000136__gt.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3281e82e646030049335d74fd40ec4ffa0a67aad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000136__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000149__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a72c2ec815d943436d1538d057b948eb525c4ef8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000159__pred.csv
new file mode 100644
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--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56b23a482a7616528b2c7a84daec03b7853e8cfa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..14bb2d572b9bc795496e12d59b624cf3e93a6f74
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0012_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
@@ -0,0 +1,34 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d3d2e31860aefbb69269184f97c9f6eff596789
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
@@ -0,0 +1,165 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cee1573d4421c93218a286e78a8d93cc4f800322
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
@@ -0,0 +1,109 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..014a75ae84ea22a5feaed96d36b90745c9374f3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a080d8c8000df1ae95cd34bc6982806ed3cdddf3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0381736568f7b3dc47240296d7ae55e4b00a01bd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c793017277c76f385d973eeaa3f9ccf35630471a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..47e644615bcce117af51a792e4c116c9bf664a44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a27d2beaafd0f1f6c594b2c72ba837461bfdba50
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4a3574acd064971c1bb050499ddfa68dd13db8ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,11,war_sound,19.612,-35.907,1.459,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..07dcb42565b27768c8d89df595b590339e161d4e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..60a79ea19605c43610c1301bbb2f22dc7956a9d5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c16073ac5939da33d1c82fe920b76847ecbfc10e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
+0,0.0,0,11,war_sound,43.236,-30.502,3.012,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..26966d9371d52b680edfdd43381c3aedba66b0c2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,11,war_sound,26.153,-9.318,4.411,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1af75c9b11c27a35e614ec0f473775810f732869
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,18 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1cd87435f6a5b0e28cd21526a1e9faddffce01fa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
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new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4be978470958b61f16452eaa64768e44df74f8c1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..360be5170b5aa86c06824c0a81432f20f6ccc65d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e4cb038015a77ee83a6cc491cf7d2611216e302
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c04b6c55f3e09d318de3b6ea24f3f5e423429e3d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000043__gt.csv
@@ -0,0 +1,44 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..53f89125e996e914249812ef75d27dbe965333c4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d4ab8bb8f747694e122e0d3ebe6a07d77237cd16
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a4ba3df1734a7f6e690b8ac80caf53e1087a2570
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000076__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa9f9dccc959df4f1aee2fde9acef1b0ddb2c7ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d8bf623d76d02ac531238f1891f23eb2204a76b3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02d83c8c860de8e9fa63c5452b6d062d1df04658
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5800f72f17f60f17849a454da1db9b317d384795
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ed020104cbd4f851f58c075aab5631b1d392fb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000119__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a230b0286a633d255a69f1b6172ccfdf588316c4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8080063c57834ea7240aa8e5086bdb1b51db627f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3a124026ffc314be915fa78b3dbec5c0d921b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f120828105e05f98f8a4c76bf660e3f8c6ee0a2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e101a1cd35b31a182019941e61cf0f32b9f8f9bc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f2fde5bf61fa4cc149b60c24862b38d66c14f9c6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42c6034145b87578e866f218d8645841f6e64062
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe594331a775e291078444a6ad3714de154b78db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eecfad512a61f2ca94d1b533e80fdf074cd2c46a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5df84c52a28ea281ec90b246160df748fef233c2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000066__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7ef74df8f7906559acdf6ecb041f953bac4aabc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000079__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000089__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..679b2633a7c7d76858e5253638b0972e2f32cfda
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54eccdaf58a4bfc999e3e330a4b1c96d65647052
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7c4f77740408dba087938e6be4e131cbea230b3e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f940fda241f079b4a1930d0ef4bb54263e917e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,49 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..901fbb84b6d0ca132169ff6a0525969076dfc5de
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..03fb0efaa0676a44bb88b2fa9b4de7423985de47
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef4fc98020727e96b50c3c7a4aa1f09521a991cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2f59a171d1881761d777ca204d93ee41f3244b3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c30f8d2e1f82fa891b4a7a374da1d9c11b69fa4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0013_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95226c915245a9b09788e57c236d9e43cb0aae63
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..379ee3d50047e5f994ccbc77c23b2f1e107f5d8a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a77edc0b5256dfd229aa6f75b9a67ba503e05aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..284924097895235339d03ca2b640195419a189cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e5ef1ac4f631535eb1d7c524aa1bd1493007131e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b267fe358ea4d0f3b8b0b9f3ee532cace8b58d58
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fff72444657c90fc737d27650311c9d57f2cdecb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f8448157472d337a35a974f296caa3603e762df
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..298dd0bec88ad6564081555d0207fde5c77c9c84
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,11,war_sound,19.612,-35.907,1.459,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4a909604b1e5f3d4bf8e5459bd46a38ef0a948da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1402e691a01e15068252ab570d254366cd8be798
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d0f02bef71747e0be81a3fcd437ac6766e59841
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,11,war_sound,43.236,-30.502,3.012,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda373b8081c8e2aca85b139db9677a9965a53a2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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+0,0.0,0,11,war_sound,26.153,-9.318,4.411,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f25ca2a89a190ead5613fe1c62d957db58f68f63
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
@@ -0,0 +1,18 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9686c63a10169f7346df86d17ebd5d40e0dc39d5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..412e032937ae2cab4610d95edad3b61eebec51bd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ccf8ccfee3529baf47826d7d1670a54115cb4b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..caad14460077a1a91712ce68ee87f5ea03ad1667
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000022__pred.csv
@@ -0,0 +1,121 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a3c73236c48cd00b8f2aea81c9ac957bc236ea8a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b70fafb044f9e857a62c04902538ac1cab9e5a6c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..46ec54859d872009ad4ceb0f8e5b1b762d74e216
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5a6813939478439955509e739b7c65bbece77c8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000076__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8992a2cf3e7e7e6505c5eeee0ab9d4ebf4ae98fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88e0c2757a56a98e32af24fcc49059787c468438
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000099__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da52c080dc95e023183c203f9ba5d85853128fb6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000099__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..468932d7cb908d6e2ed958cd636b4299a7d50e59
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe484d3f5bd5ea746fc6a024a1c028bc5e9f448c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cec2f826e24f5ee5a15a9bcc88172a798fdb2166
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000139__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..49731daa32d470f02e8e7fa78479e1899d116d6a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7866dd108d240a128a20c68cac37585e509369c1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77aee1579721ebb1c56281aee4fec40b333aac65
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6ab82fbc1acf35977743589deb218de68f4f1a0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5e482a4bc88155a4a758fb10b7e59c75e57ed345
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,177 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cab5a2f254d1744e0fe5c33d17e68810197258ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..594164914cf2fb3d0ee83201cb76974e6d9263ae
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..daea464ec2fa0da7fb9ba1ca635598f8fa71acf1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f4d099576cb009bc3eb506026a4976919fe8b12
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19de38a2cbba8e5026042da84178bee47cc96b7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5f7a7a5b93926e74e7c3e2e6d8d163d3cb049ccc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c9235e7234ae24a99409c01e7d773e39f333451
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e7e2bdc32c7ade723a1ca9b4ac5ca969afb956a6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38185c8ba896db45633b0e61ecc42d47f660e8f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89488fdabbeb895f805b02e2dd6e4ad493389cd4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000149__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f6876b0926cd1e3123389eeea2898b072c9ed430
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000149__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000159__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cf8f2d8e0c4e80f9fb6cd42d2f3da8b91052e21c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d09c907efe5002c09e60755151d931a912bbf2c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..adcec3280bcb34d047b5dd69812132203884478e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0014_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ac1ae6e56145d7bbdd08a1531a5ee1ec69db242a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1701b90a6612e27740e4c2ad8e1dd58e0f91fe70
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e3d2b8f0c9eb6d716cc5515f88f8ec33761b1750
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dd95d01a96246cad2ed4e3bfef6b7c633cd3c0cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7d31d7747e4ab2119b27b09e60388177cbafac9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..792b36a8492c94800ba46f48b7a899a033911f39
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fba6de55ac3ccfc1fccd8860d63c4b718a7d35b6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b4715ce43cfeb87f45c0ae0df42ffcf71621c4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9b6b8cff18a35b9b47754c2aa6df7767f4e79749
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99fb60f4a75c1cc3fa51c3abd204dd6247da46ba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4875c685af6647ea50a57a642f0aff9abf4184ce
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75500e6ffbf7ae779a26acc046406dbee0293984
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a8866f781bf2a22f64e91b14b9ddc14229c9beb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15f542b3daa56e0ef5831fad432a5cfca453199b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..77c281371e644326c997af2100949f21faefb73c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc13e765ec2de6900a42f7d371d2557f0544b4c2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..947dee922cb4bfaf3350c50f42c56d73391715ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000022__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f48fb9a13018c48372ab40690e4e686f9aad181
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75a88da3ed86f2cafb213682fda6b70489746132
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000043__gt.csv
@@ -0,0 +1,44 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..356bf5990aea436388c0534f0aa405412ab40451
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..392157c875c3ce487fcf703d57582addc71de6c4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f27389361b8df548a9200966115c2f08b68e13f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a4a90ae8e46b2cb21ff808d5a3667657c07dd57a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000076__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000084__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f1f753cc8c9e6fe80a9b62e106326462e2bd948
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000099__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c82c5ef2c15876284ba5b1f25803caa1ac28fa28
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000099__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a5e5c1f17b46ff1895a232dfad7c2d977f8bb8d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d2e82d8578532c68b867a0aa1d3dcb7b19075eb1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2a20fb78a3b33a98d4025db9aa01730ca440a64
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..90699a3802f2cbf7e5ee15a00e9b5d1ce9a8d4ce
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d5bd5637e9029d97d3f67bf3a15488e3dc8d4111
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000147__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24c39a4cd2b113ba7b3272a3fc55ff11f8495ac4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..97cc7828542e25d306515c275999aabfe81d9ffb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dbd3864c7e890717a0389a382bde630b5b2cfd5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e374db27fd3807d82cffbd014a8caa1854e99a20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f0b8395865cd94e6fa12b0b4556bd78631b9150
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e54f760b228f36de66c410df994c2473c6a57564
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..277c383e3b340236662019c38fe4e42a2ad9882f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d556349ea1bd23e7ef0dd90ba2b563b2422fa0d0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000079__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..afb265a9ef5aa4405f68d36f4bf44cf57527129f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d1224c18b25f6614caa42202432cae9fc961024e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3d3c52520ef1385bc48308c786fd193766599ce6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db1385631769c2a6ed93fc1464c6319772851615
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000136__gt.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a6c35d7cc8cdd01bbbe60bd07840dde9b036864c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000136__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de8d9230084925e84f0052506b77174916155402
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f252c8b6db986572674de8cb7c9e680954d7c62b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09c4ba16b65ab45810224819d436a1acb4360fbc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..30cca16a33fb77633228687265a277e3fd435f09
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0016_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a3c3d523fe47e3087c81a55241f3439ed36dd76d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dcc3ae9883bffa61a9779f9ff7cfe2715367f2c7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec81c96662d14da2948cb1b0aa133b848ba29fe0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
@@ -0,0 +1,3 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
@@ -0,0 +1,23 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ba1bee553ba45bc3096ebb8f85a8467dad3b3cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c284790c86315640fcc6283c75d11c2d8b4c916
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea9528fe71260646884bb61b03460bed5a7ac5db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..986f90db9078c7ff4c173ebd10e1fe52d32cdee2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2c843763940d9ccc4b22105df8cef4240205fa3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..afc4a9248142b257d0fb04c9372b03ffce8452ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ff29aa6373001a92c8a7943c7d9c49fee331d6c4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f4650641140421ccc2fb74d44e5db7bf2372281
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c3183bd4c2d9df0237aa162522cbed5897c3aa7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
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new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe84ae52585e29f417adca9bc55adc0fa5741cb6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
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+49,19.6,3,13,breathing,-62.895,6.833,1.991,0.373
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob
+0,0.0,0,21,footsteps,134.847,0.876,1.823,1.0
+1,0.3965,0,21,footsteps,134.847,0.876,1.823,1.0
+2,0.7929,0,21,footsteps,134.847,0.876,1.823,1.0
+3,1.1894,0,21,footsteps,134.847,0.876,1.823,1.0
+4,1.5859,0,21,footsteps,134.847,0.876,1.823,1.0
+5,1.9823,0,21,footsteps,134.847,0.876,1.823,1.0
+6,2.3788,0,21,footsteps,134.847,0.876,1.823,1.0
+7,2.7753,0,21,footsteps,134.847,0.876,1.823,1.0
+8,3.1718,0,21,footsteps,134.847,0.876,1.823,1.0
+9,3.5682,0,21,footsteps,134.847,0.876,1.823,1.0
+10,3.9647,0,21,footsteps,134.847,0.876,1.823,1.0
+11,4.3612,0,21,footsteps,134.847,0.876,1.823,1.0
+12,4.7576,0,21,footsteps,134.847,0.876,1.823,1.0
+13,5.1541,0,21,footsteps,134.847,0.876,1.823,1.0
+12,4.7576,1,18,dog,68.702,-3.533,1.157,1.0
+13,5.1541,1,18,dog,68.702,-3.533,1.157,1.0
+14,5.5506,1,18,dog,68.702,-3.533,1.157,1.0
+15,5.947,1,18,dog,68.702,-3.533,1.157,1.0
+16,6.3435,1,18,dog,68.702,-3.533,1.157,1.0
+17,6.74,1,18,dog,68.702,-3.533,1.157,1.0
+18,7.1364,1,18,dog,68.702,-3.533,1.157,1.0
+19,7.5329,1,18,dog,68.702,-3.533,1.157,1.0
+20,7.9294,1,18,dog,68.702,-3.533,1.157,1.0
+21,8.3258,1,18,dog,68.702,-3.533,1.157,1.0
+22,8.7223,1,18,dog,68.702,-3.533,1.157,1.0
+23,9.1188,1,18,dog,68.702,-3.533,1.157,1.0
+24,9.5153,1,18,dog,68.702,-3.533,1.157,1.0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0e5177671b731e41f7b3b3a885f2ec10dbc0eaf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000031__gt.csv
@@ -0,0 +1,68 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..328bb2c44adbdaac52de0211052a9b6c917d7e4a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000031__pred.csv
@@ -0,0 +1,197 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ccfa53d0d601a131b139b63152fed6b8ad32aba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8be2c7e53f813770c53bdc534c82876e44719e81
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c09680e8fccf69fe6378928152a13168d70fbe4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000076__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c4921aaedae8f0422592bb9f10c91be0273a736
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000076__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000084__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000099__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b04baaf79f72d315c7c31ea32482800640e732a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4141ce77f6517e52c0428193478718329763ba1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5abdfaa8e126e17987a0f4be935e65e5789ffdfd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eab1a9e8b7b5731f35ab8cc2313e0d6c68594a6e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d93638cbd367330e73e8d4e8eec157bc2e34341d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c098af37122f97efb4cc693370feeb5da0c60c1a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov2_000156__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e3ab8c0536037b5202f848b7fd0ce759f369ebcb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d8f062c817b105042109410196123341d9065671
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,177 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee2d6bc2ab3f2ddfc3a7092ed57cab8dcb981128
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f826a71179e9551e5eecd0bdf4ac990d73ba6ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd5246e457523c9e407052f0c5a25173024430ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dcb5fb54b1247bfa7e35218dfaea049702dc643f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15568b2ec779a354ee9f544f803ac2599a47ec00
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e0d9654e063b5c73421a9531789d7ba10a740464
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d5e4c34c9bcfeeca3433e2a1237dee8c73dc2fd7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000136__gt.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c18692b9b0c04e3e2dbb3772683497bb1fc5252
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000149__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b1624e215f7923f62a8d55b57c6b1317ac3e7c9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000159__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000177__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..22a901fb7c7fb842cead3a52c3da5c4fa265ca66
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0017_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7bb0ba4950e1c0b0e0440a2506a9e91f7479f93d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f4bcbcd44715d8882256121c849ec45fc1ad20a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89c1d7cae3a416d20778a670e90f856af7580a92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ff92005340ed8d4cbee764131de9addb5cddcae
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
@@ -0,0 +1,109 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae209755910d685c1ff5e30b6cbf912635ab1d53
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b45cddfb9776c099661f8c55b062f0adf0b0ffb4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad08a9f74f95a307b2a10f3b549a8bd40a478c1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb4c32c791088a04c3cc0f3c8b950484a268a1a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..96aa4c5bc7f6cec385b429aa397aed886884a161
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2478ecc8300f0e285f0dd984464c1169b347035a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a0c8a0fedb69ee31886c891a71a05798f961c8f6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c3c4c973301fcdd4aaeebfde757c3eab4dbc1e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..49d65868ecb092ca174a53ccd900bb750121ef3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44864d2cbf616c3c701adca936430159ee2e2f8c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04bdf7084a14c6431bf77b7a668ce4b82f683ca6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6663c0d082dd12f3d3698e29e9fe32df6d1f8165
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08c6728dd138a5252edd0f4ceed9c1656ab68164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a043d541ba08c4ef8aab46c50996e4035f1a6314
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6dd81ea1855bfa4784235204b729fa41b3b75e87
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06d14d5b675e786c02bd25ae0979ed34b412ea20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f5cb3ef5f51e1e3bcb07abf096dea04804aee83
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3b383485885f2be992a700dd02bcbaeca12a8d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50311440ce0886bcdbd56392a7a1e430bd760740
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66e67cd3c4f200745d23e78c28a18e057a98ca4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09417739f8e904dc7cb7ab1caceda7e06bdd9c8a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000011__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000011__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7b74a53ba3a6693d488a2fc4d64855be2dee779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000011__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a3e2599500a56a0510646e7887ed1b800d5c13e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a86745454868a540207e71427a4ed59c4468a2fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000031__gt.csv
@@ -0,0 +1,68 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e915c1187a26afa6b2930080df63456f4cfd91a4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000031__pred.csv
@@ -0,0 +1,197 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000043__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a6a9534ca07c3b925a125f555bccce5d5189188
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000043__pred.csv
@@ -0,0 +1,125 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000053__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..63b81d3103427732786624a1a2cf33c48cb5a4a4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000053__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..960e6337b6d100ab24e31810f70c5fc3b53199b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000076__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000076__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f914f60b4b13ff6550c8cfd2c3879b17af79cb52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000076__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000076__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000076__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bd01bc1a3cc0caea67d79f8870eed70633bcf171
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000076__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000084__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..213ea355237b405c1697de53b995b3581947fe6d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000084__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000099__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..477f34a2ab675070f74829cd20dcb35076ef4116
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000099__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bce70b37b59840a57bff177b08c62b155f84e484
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000119__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fd9f6c3f5f6450838c148311aa5b995594d127e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000119__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3029adc92404dd194bf184805c86803ee1198a9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09252aeff9a3acad2f9b836263ff96f25ab9ef0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98d746d0bb64c70c2755c3af27f0981041dca8d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000147__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65546b1c7afb38523d0bf7176e5954a958925b97
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7447c3b27a3b442b2d5edf0007a9f34384a0991e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000012__gt.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e536266773f4c2553a7a2f42da0c19b6ac6e0d2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..777855e265f38f6f5d5ed945e3d4502238227983
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8eef0e9d64ffe9280836150cfc9ba4189ef0693e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59c1493243b66529e915823f1d7ae9d9fd197fa5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000055__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a4648c2d1fa5684d524e2886539675aa9182c5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000066__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..456d60016ec079695869649f9dca6e74a4ccef9a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000079__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..26302d442e2a67c07c0060b3ab503a44336d992f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38a0c33ea5ee1f6cbbfd14bf4b423ef2240123e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4584e06cf03f00e08256d2b59e3ab607f6c997fe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000112__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39d9e39f94aac6efcc64f999a0f5ac5235e4c123
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000136__gt.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16696f7b9d29e294d61614a8d2416a8e46291857
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000149__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000149__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65885255f609ffa5ce9fcce3aee9510ed6119ceb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000149__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000159__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000159__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95fb3c690498c0e0385bf3d553a332900f4dc33d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000159__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40ec129ac6780227932bf469e71a96dd19b7f468
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000177__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..052bb7355ef2f7c36b4f480922226c78d6210d4f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000177__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e8785940948bde5d476e8ba793424631126901b4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0018_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d10dfab7d90095a9bcc8cacadc7e413e4121ec7e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..856f0a8e4fee8c2a5f37d18add55dea435735918
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
@@ -0,0 +1,109 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3f3c0bbc64df9d834d3fd3d2945628781144e5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
@@ -0,0 +1,51 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..84fb9f793aaddba1d6ebe4356e1b06d5034bad12
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..baf31c48331fcabc433ff95bb3d7291ecee5ad7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e988de7e81877b9a6d1b467368f948e5bf86c34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..651e6e728af1c27d9c32664776968f31f148e0d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fd820c8a86edd4b001d5403f1a4f758124a2e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1eab46e72f328bf9b39afa5339332eef14c5cdfc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f3c7b5480dce1a7fcf798191af98a01d96b59de
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ee7b18dabbbe95aaeac5e92a2f1594a82c02ddc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508bf72da9c16f52bb26ddea29c23d0d7ed6ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c48bfc5339ae46c1d4f930e2407de6149965284
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7389e0a29ee8c0e2945dbf3abd60e7afc43283e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13b32e25161f6db352f93b7080ef4af413d6496d
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec61718fb13b88229e0833c903ff495f0994e750
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..296dd08f6f4645810527d16287d20c60f48959ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..be97ac4710e9d6345acdd71fd9363c8feb28e333
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8191a1d91c13d9b57f5b53c17d7e7222ac2fb748
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c37f472a1b6fe5c8ef4ce4bd8e9900b9370a4d0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..744cc5e61bf45a03dc4392263dd328739cd3340b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..105683f826bb71b419ec9a06301585460a40eb9f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c3e6e53a4819c2fac3df682330268778e10e373
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eb8e06bc1470f625546dc4bcca3da4ee540820dd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000022__pred.csv
@@ -0,0 +1,121 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000031__gt.csv
@@ -0,0 +1,68 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a8f2df4c62509b45e10295794f49f93ed1ffcdea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000043__pred.csv
@@ -0,0 +1,125 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95b7fcf96746b301359b1c8aad0785e724bf5c75
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..572321027a5124131ce1c7e03f67d93ef1026305
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000129__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000139__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0cb7b1a3b07a5b57c3eb597d7227e799270a4194
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000147__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7cf68d2e3e177d9d23853e2babd8408cd1daa0b7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f629b3b946413358f184b56883c02d7fc45f08e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..817374c188b91668cd843eb2ac3e2b0bd783d97d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d0079f40274fc85a63c66262b90eef74119aeb5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..124fcca9da97db8f58a33e89b69e0ddea59a8ded
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000066__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8b2e50e9563e76e71196e2bbc887333e6e01b2ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8ebcc2a3829cf13561905bdd220ac38c0649c93
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000126__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..76972b04d9414cf8d1486fa49c988b9c65f97dc1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f42527f08761423da917d8ea4b3f4855e4e0a6f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0134aa7a5a95a5b0d65d9c86c72372b774477f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61e1cd9f1db3f15ef41978d3014c02fd6f3724ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7g_ov123_exp/03_ov123_top4/val_predictions/epoch_0019_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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