diff --git a/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..962c8fa576bab8dcb9f708f49637b78ceedeb216
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..f22303710097b1cbd39ea049c636de170d111300
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..911547102e8f75295acbb65383b2371cf64c75f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0002.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8684110f9f924259e7713193cb74a88a068fb083
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..ee8676e0e28afa85603da8f088de305ebeece57c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..0f5a6610d2780bd2e1784caad453adecf9c50f8c
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..5aa5e033fcfbb07e85d5a96656d63e9538751f48
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..90f5cf9a5549c8dd297170078d568657d695cdb4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0011.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0013.jsonl b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0013.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..93f0a685b6b3fb776b22d3780c931f5ff312a25b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0013.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0015.jsonl b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0015.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c81909c78506102235983ede91bc96614007f943
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0015.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0016.jsonl b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0016.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e15167269a438784f257de2f1c69563307d87a94
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0018.jsonl b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0018.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..9a3df5e06a44e45ba08cc04a2258db8493bf2b5e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0018.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0019.jsonl b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0019.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..8cec0724077e31deb3dcaa75aa76f4e05c4cf5db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_ast_patchdelta_run1/val_predictions/epoch_0019.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_kaldi_exp/01_classwarmup/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_kaldi_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..d982b303508aa8249d92a843ee5276d4a0ee866c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_kaldi_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_kaldi_exp/01_classwarmup/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_kaldi_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..a41b564eb4b529dbc5953800c579bd2ae41ee2a6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_kaldi_exp/01_classwarmup/val_predictions/epoch_0001.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_run1_restore/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_run1_restore/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..af7b06b46e1d6585abde407f53a223bdf761a1bb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_run1_restore/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_run1_restore/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_run1_restore/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c4a3974ee4c9b75a59b650e6faf5a3e0a7b9e7da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_run1_restore/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_run1_restore/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_run1_restore/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..621a56fda761567f6d09f89b778c75525c562865
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_run1_restore/val_predictions/epoch_0011.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_run1_restore/val_predictions/epoch_0011.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..33f7583dcecf470979a2fdfe70f859cccf5a6ddb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_run1_restore/val_predictions/epoch_0011.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_run1_restore/val_predictions/epoch_0019.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_run1_restore/val_predictions/epoch_0019.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..64d86b47e082ff3ba2115e1d035a134306fafaf8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_run1_restore/val_predictions/epoch_0019.jsonl
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v3ws_exp/01_classwarmup/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v3ws_exp/01_classwarmup/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..98419d1a34a2cec63dc8e3c7a5af10e4bb9348ad
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..c8bcf644704308d7471357b6c29b9518ea395f10
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0000.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0001.jsonl
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index 0000000000000000000000000000000000000000..6875c1855562ef72641a2c58b5f976dad540c041
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..1c65773add03a1884f9e50af5a3b87b1bd1e12a8
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0002.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..6bea7d69f4ef610e4657f5ea6f3477da18ded5bd
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0003.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl
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index 0000000000000000000000000000000000000000..4f54710c3cad65eaee1b8182cf2bae0d7240f1e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0004.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..e4811b6d4cc005b1812a5fffeb47f05349f2a1d6
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c540f904c3ed2d4e7da28729133efa5dd0378be4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c9dd86b97b861c91ff5bed30ac59c8bd69c7506
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19ca98eafe500318ae2490bafeef3e925747b75a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d5dfca92c672e0fd2883a1e212255bc408b915c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7b9732f0a1b63d9e2d00832b9d4ae4ef67410d6d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000032-foa__118401__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..949062a87c091ba08d10f5fe7e67ec0ae537f697
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f31ee0b4d502ce56b196076607c678d464f09df8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1728e7745e8a2c01096ac53cec97eb76bb38e222
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7509e2d11d59011f678a8ea28953064145393b9a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..37eb056c0e1feb7c3ee12a9e079e8b1fe9264f28
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__pred.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36f5c49fb53d1c67f55e878c09c4dc55c90d3173
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
@@ -0,0 +1,37 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f83d06687e3b06f2afc28ec9e12ff15e0d07be6e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e1d014b47e2490fb4804ce3d19530243ad40a94c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000004-foa__160791__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a30a2cd463dc0f178324c7ac62ab916202797811
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
@@ -0,0 +1,31 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0623417aa2d2113002d72ae728d4ffabed26d5a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eda201470db76402159cb11f69b462b56994cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e88c7a34bc47f868d0fc54796adb212ba7f5fe1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000000__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea676e66528b3da9db729baa6540f165dcd4e479
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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
+0,0.0,0,23,telephone_alarm,118.393,3.588,2.099,0.1357
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c85eab5f36d743a836172a96c4235b48cb43f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b98e2da8e19dd9699481f7152dd2be2a969cc342
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000022__pred.csv
@@ -0,0 +1,121 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f0a4784791e5e33f5b2de28fd6f0b342a5d07ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2096ce0206458391777d689098faca767d85824e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000031__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce107e6c65cd6d4ded05b96a4f6eac137341e7f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__gt.csv
@@ -0,0 +1,44 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d7ad62795af5da14b63ef1c9dc404024a6630b4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000043__pred.csv
@@ -0,0 +1,125 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..272e6bd461e10aad1ae5064a553e331f940a69d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0792aeab334e31f630c580cef7af2bc4dfc73566
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000053__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..226cc2528adf655e806fcf61b976037781195212
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000065__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a43e722a48a8f58694894ee8eeabcfdae47f047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec9368d04ce4d7a345299a2b97325a07fd940155
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cc359bebaba842d4a041b9f7f08b6dfc5c68ad2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a4643400ea3ec02dc54332acbaa5bdbebaf14490
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000099__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da3d1314487b85d8d8139dcd4ceff89c31f9649d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7defef5f60bbf77008855c3bfc03ba02b29971bc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884c0a5f1a1f46b2099fa2651fcbd57d32ed2f68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e98a671b46235291c3cc86bb6bd1a9a7d539cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2debd7dd69d286f109e8f03b340e0c704b3f0a06
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000129__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ee07d4d913da1cd528fef421192435214adfc3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61b83321ef47a5ee89ff9ca99dcf860a0f60762f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000139__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61ce2114949ca2104a3d04c7aec7d84252f875cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9ac271b3f7ead1b57cd387f27983783584a9fb3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000147__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13ddddc7446cc4b82c57c3ec8fe284393083c47a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a6d7c17a0253c47e3db43015006a9ee393cdc08b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov2_000156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ef927fa72b238bb003ab404be8aa0e58683dc86
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__gt.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ba1052df7a8312847a3bdb5df0e71be42bb20b2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..68324bf7311f7d5237e0e31e625e871820a22f9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e392577b4cf63ebde86f32e038a1b39e67dcc9d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000012__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f85bbbaf032d1974d838cddb66a610036a31e4a4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d8c952c03e121a3d9a583d99fbe3ba7c032343a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38b08f6f5bef1c1df4afd11fb88c4c4ba4b072b7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000036__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6cd41c644ef33140bbd6c1cb9a2ca4a9ff777c4e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000055__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fcb5d2d4fed2afa43ddb7d070afd7148ad35b6af
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000066__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..623218f0a59b9b5aefa4e720c7b4fdee8eaa1290
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5dea760a8562aadf396e6977deeeee3142d91346
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__gt.csv
@@ -0,0 +1,72 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42826ff4274a433ff03b5d0954fba251708f8be9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000089__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc80f0929f813f2f3056e2be59cfa3c7ea80523b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e34b4d2f478fdd5f6c7793ff4193128dc972fba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000101__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe116b4013d7f60fa8f6b35a65b160abd5c1b7ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74ef76e2a0a0af2dff1bab0a4463f2f2d8d1c703
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0135750a6fd3ff48b71e5a7a00f1ebc7cdd35bd3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,49 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0636814316f17807386e3ea6ee0293100db984a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__gt.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bb855962db43edb3421d79daa7490d393d5a3e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04af33a202fce1bd538485cd3632da774fb11ba2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000149__gt.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..892594a69bed221bcdeb66679e12a67305733989
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000159__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..852fe8c0053bdf084051c1e461e965dbd614a582
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a9a5331a695a2f6245e70b06603d756dc563b2c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000177__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c1255a6dd59a529167347cabe6611c2f3e3c4bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..01c4ef035c314ad4f0ee26233675e711d3621396
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0005_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..33972a903a13d91d2422def2a209b949267c1352
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0006.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..90e39d9d66da441ade02925c81f712ef1db00a00
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0007.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..3f49a0d6d0067955696d85aefa11bdd67bf58dbb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0008.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl
new file mode 100644
index 0000000000000000000000000000000000000000..41758411b89234a6932812dbf89ce46092e4ba9e
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009.jsonl
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..abaa76490ef0ac2108868978ce8369936861975c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000016-foa__57325__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41e6226c561ba6fe5e2382d06f8b484f428f516b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__hm3d__00034-6imZUJGRUq4__000088-foa__402628__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50b847c2a3dfa96f54cc9328f1ccdd382d8eee18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000065__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e366d3d6f9f4d62cf865ae5276ec1362a1e564c2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000084__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc438a2b5a95d98cc749eba2c4ae3a29d30e6806
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov2_000111__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8dcdb6097776f8dca63acdb844502c02090aa807
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000025__gt.csv
@@ -0,0 +1,97 @@
+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_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..629d0ed4d43136f90e955a010cd90a3b15aa69ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000055__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..751ac9feaa48ee60430bbfdc00645b82c0fb437f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000066__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5278170ebcbc7ebc29e7b7d587978bc3e191502d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v7h_ov123_exp/03_ov123_top4/val_predictions/epoch_0009_csv/valid__ov3_000089__pred.csv
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