diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000000-foa__132991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1cde3417e005b4a711d7b4a0e92335da15123d2f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_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_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7cf3e445385a93a5929031b754b86acbc661063f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_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_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000008-foa__368453__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f9272fa8e8a72e9092fee7ea78aa57b9bd9ebafa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_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_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000024-foa__33624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83dc5663e5836a8a56bf32114698834d22d64918
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_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,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6662dd094cfd37f38a8ea5baf9085692f1691d3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_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_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7870a79231498d10ba52d2b1b9c282434d0b3b6f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000040-foa__2640__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db9ff2a71723232311f29976bf546e900e38b47e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000048-foa__2050__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e5f511bdabb632630c48bbd63986c6d6a514289
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000056-foa__321160__pred.csv
@@ -0,0 +1,105 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000064-foa__347902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ba9188ce893098865c585e20be19c70f4a6372d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_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_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000072-foa__60822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8ab2f1831fa297b938932ca5c4d238ee4bed1f78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_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_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..759e2ff4d1ef50055aa8c8a69b0fb4a22590ddaf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000080-foa__174944__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..771de14cc72fe998d5febe8bab82392ba8eb5963
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3aa369a454a5756a4b5a28e393f4054eaa3983e4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00034-6imZUJGRUq4__000096-foa__161195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..155b4529f4a4536373724e231bb060adf3ed22e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000012-foa__278193__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4c137f5f310229577c53d1eb0c37fc742c2a8cd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f78941bec4181d086700a4b275bc8241f4d330f1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000020-foa__89741__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000028-foa__347626__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000028-foa__347626__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ed98d7286417e0728c1a4d13b806d0cff1a8625
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000028-foa__347626__pred.csv
@@ -0,0 +1,49 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000036-foa__134816__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000036-foa__134816__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..774cbc2ef95b636122095b8e712a283eb77d7c7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000036-foa__134816__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000044-foa__51247__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000044-foa__51247__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..86dc14df78bb5f1c8b03d0a7f998eba25343dbf5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000044-foa__51247__gt.csv
@@ -0,0 +1,6 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000044-foa__51247__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000044-foa__51247__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2def0061fb68323fb5e9a53eeda81280376ca3ee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000044-foa__51247__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000052-foa__26202__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000052-foa__26202__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c43551651802e0cf58c27a80fe83816574646d85
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000052-foa__26202__gt.csv
@@ -0,0 +1,23 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000060-foa__243557__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000060-foa__243557__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de7c2780774af82a710f3ff22c69fb43e6e711e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000060-foa__243557__gt.csv
@@ -0,0 +1,38 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000060-foa__243557__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000060-foa__243557__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..79317f30ed8d8c522e84a7010b337e58a5c33270
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000060-foa__243557__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000068-foa__215156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000068-foa__215156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61e277d15db74cb9c4e0d878dbdab4d1fa9149b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000068-foa__215156__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000068-foa__215156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000068-foa__215156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba46c91c1c6092020bd62b40716c6857137261c9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000068-foa__215156__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000076-foa__231275__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000076-foa__231275__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4f659a5ae7371aeb16e7bd3a7e3037aa638bada
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000076-foa__231275__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000076-foa__231275__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000076-foa__231275__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..327514d071ebea2a935bed65c46e8e46cb102884
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000076-foa__231275__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000084-foa__316645__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000084-foa__316645__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..419ff3b22d1dfd0e1a8d962d86b7c3e270d91933
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000084-foa__316645__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000092-foa__128630__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000092-foa__128630__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af21999cc31a8e83cb33fef36e65cd3613be4074
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00056-kdw2Uapns3b__000092-foa__128630__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000008-foa__176983__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000008-foa__176983__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb588cc1004effa8487c464496f62dfc859ae03b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000008-foa__176983__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000016-foa__148416__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000016-foa__148416__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cac47b0c0956d68e2545340a70e6c60456690163
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000016-foa__148416__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000032-foa__160877__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000032-foa__160877__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ccf0cff0f14c51e4c59220b0bed059ef9d74c115
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000032-foa__160877__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000032-foa__160877__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000032-foa__160877__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eb9467a2481c5f695b86646bff5166d024b6486c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000032-foa__160877__pred.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000040-foa__164883__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000040-foa__164883__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04b3f5b5fb7ac192863817e7f132c2ea249333ee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000040-foa__164883__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000040-foa__164883__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000040-foa__164883__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8cb2984e5b6130d642901709c9821b301a4fa03b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000040-foa__164883__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000048-foa__250195__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000048-foa__250195__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd7053802238d45e6d4c281468c93a9e6d2a5ff4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000048-foa__250195__gt.csv
@@ -0,0 +1,6 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000048-foa__250195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000048-foa__250195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66a263e6ae946df90979ceaed30e5978548bcd56
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000048-foa__250195__pred.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000056-foa__134898__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000056-foa__134898__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e50133071341f0a214141784413185ce7b111401
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000056-foa__134898__gt.csv
@@ -0,0 +1,19 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000056-foa__134898__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000056-foa__134898__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cbe562a5f5c7fb3bb3f4868bcbcb952743fde3f4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000056-foa__134898__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000064-foa__429131__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000064-foa__429131__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d047fcbe523087bbb6f1007887ae5f7dc700e240
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000064-foa__429131__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000064-foa__429131__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000064-foa__429131__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dbb0e965708b373eaff2bb1e09b002294006cb3a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000064-foa__429131__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000072-foa__64425__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000072-foa__64425__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7de3231fbc7d39d8322c1be4038224b6c27e307d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000072-foa__64425__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000072-foa__64425__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000072-foa__64425__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..64367f99b3c11b269e8aadc7019a14749ce96730
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000072-foa__64425__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000080-foa__61567__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000080-foa__61567__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a96a23a9f5272d310a66341fd22bf47368c9696
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00057-1UnKg1rAb8A__000080-foa__61567__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000004-foa__378643__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000004-foa__378643__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f872cadca43def8e34195f7f418355d76365243e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000004-foa__378643__gt.csv
@@ -0,0 +1,3 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000028-foa__95743__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000028-foa__95743__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9191f101c66da27c78ba5f0f50f1ccecd3acb47f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000028-foa__95743__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000036-foa__52289__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000036-foa__52289__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..348b0d9a1bb0ed999f5af27669f1dff4deee5854
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000036-foa__52289__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000044-foa__352294__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000044-foa__352294__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a0a613dd5d1ad186ae1bdff0471522937469cd17
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000044-foa__352294__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000044-foa__352294__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e4762e65119ac87f87a430de9976687a28ed2ea8
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000052-foa__424801__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000052-foa__424801__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fdf1cd6716305693414b3326fc798f01cc2924e4
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000060-foa__83870__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000060-foa__83870__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e8215e4751a02bfd0f9aa6b6752245ede82e2843
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000068-foa__441__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000068-foa__441__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..337b8e066d746576e36eaa6d6b759326816fe9d1
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000068-foa__441__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000068-foa__441__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000068-foa__441__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a2446db3d2528f4b4ee340d43099b4f651dcc0c
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000076-foa__34136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000076-foa__34136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f1c330758180435649f19c34d42007a711fa4358
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000076-foa__34136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000084-foa__69160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000084-foa__69160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5cc5cb3801fc85fbe7b8cda1e30746a294bb7ae5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000084-foa__69160__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000092-foa__364471__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000092-foa__364471__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..08825012d6774c30e1616c8e14ebe034a8f117b9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00067-osQy15y8EVT__000092-foa__364471__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000000-foa__41106__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000000-foa__41106__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b316a69e89d364074c7c4eb4aa0c522f65ba672
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000000-foa__41106__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000000-foa__41106__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000000-foa__41106__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f965c2c8de381ffcf1a4944ab9894ca3f0396682
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000000-foa__41106__pred.csv
@@ -0,0 +1,177 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000008-foa__325561__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000008-foa__325561__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cbe432e52c46d2f05a785bc8a625447a2f954745
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000008-foa__325561__gt.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000016-foa__49486__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000016-foa__49486__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e8c26f57d0ccd5fead8f1f70cd41b9849422f11f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000016-foa__49486__gt.csv
@@ -0,0 +1,30 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000032-foa__362279__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000032-foa__362279__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b3636b2e65244785473ab6fe6077e53802b45699
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000032-foa__362279__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000032-foa__362279__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000032-foa__362279__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..86c5a43a55911789cec45ada133fa2993d9de5a4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000032-foa__362279__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000048-foa__201667__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000048-foa__201667__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0519a143b8749ec5f6e97b6fb7d1a144bd4fcfca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000048-foa__201667__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000072-foa__377389__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000072-foa__377389__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7c223c163d83ef342f8e925673093596ac1e1423
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000072-foa__377389__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000080-foa__429169__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000080-foa__429169__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..030c3e4183dfa2c8c1e3e449ee3af622fb704b28
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000080-foa__429169__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000080-foa__429169__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000080-foa__429169__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..987553ee2ef01dbdffcd4d3a0f2eaf63caec0dec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000080-foa__429169__pred.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000088-foa__389458__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000088-foa__389458__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b31e63e4c028f7dbe995e4de9ff11432ac9778f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000088-foa__389458__gt.csv
@@ -0,0 +1,3 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000088-foa__389458__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000088-foa__389458__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f53ce319cb58adaeafb36768ed90367c8d828752
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000088-foa__389458__pred.csv
@@ -0,0 +1,29 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000096-foa__158751__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000096-foa__158751__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..268619e102fb383b9c95ec33154cba0adee8da58
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00069-Y8Y6ukxGMvn__000096-foa__158751__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000004-foa__350264__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000004-foa__350264__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59dc1755d3cf9d5ea85c26485f4fb18c3132e8ae
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000004-foa__350264__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000020-foa__202274__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000020-foa__202274__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12968e782d9eefa84c488ebf2a716d890f6300c0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000020-foa__202274__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000020-foa__202274__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000020-foa__202274__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f4cebc804de17ca4836803d80ce213a27daaa41
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000052-foa__338950__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000052-foa__338950__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f1ee29a9f0e568a2f85dfd4a3d1e0a5ef944f07f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000052-foa__338950__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000052-foa__338950__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000052-foa__338950__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..185134f4ab2c9d887b77f893fcc793091d168d28
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000052-foa__338950__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000060-foa__378397__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000060-foa__378397__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4609e46b0d317bf9e21e2d8e4f459a1d68fc95e6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000060-foa__378397__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000060-foa__378397__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000060-foa__378397__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..152bd7b5f56fc5fc375c94705d8eabfd05af9409
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000060-foa__378397__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000068-foa__150978__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000068-foa__150978__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..174285ddf62399f070941d0c22efb99f8678bf32
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000068-foa__150978__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000076-foa__276939__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000076-foa__276939__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5657635b27a9bd571d394ad3276d4c41c44da412
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000076-foa__276939__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000084-foa__172400__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000084-foa__172400__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c69da0b87c176ae8604ce1769f848ebf67796d76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000084-foa__172400__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000092-foa__265361__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000092-foa__265361__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..721f2e65167294e4859e883c6824d77808cf5e21
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000092-foa__265361__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000092-foa__265361__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000092-foa__265361__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..12582daf059d123623e25eb969c95ecb18cd8c9f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00087-YY8rqV6L6rf__000092-foa__265361__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000000-foa__127543__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000000-foa__127543__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..78e602798208ce558ac513517f360cab9021b174
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000000-foa__127543__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000008-foa__202909__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000008-foa__202909__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52188c42d2c40250d105254ef0d5db62072855f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000008-foa__202909__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000008-foa__202909__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000008-foa__202909__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11d9c013c132917d7ba3b05ad946a51cfbd6d090
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000008-foa__202909__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000016-foa__244469__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000016-foa__244469__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..191210c3e85f4763d4351cb0a30a7d7a5c3fd138
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000016-foa__244469__pred.csv
@@ -0,0 +1,145 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000024-foa__374059__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000024-foa__374059__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..df2b5c67431d8b08419a9f59e25799f81af2c0c1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000024-foa__374059__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000032-foa__353178__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000032-foa__353178__pred.csv
new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000040-foa__243547__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000040-foa__243547__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ca99e479eba80b41ecb55cc2d4ce7d25d3770b9e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000040-foa__243547__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000048-foa__378143__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000048-foa__378143__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..14680af5fa70aa3b1c8e0cd0ccef2743b31d2e93
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000048-foa__378143__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000048-foa__378143__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000048-foa__378143__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2d4d82fb46c9c2828fabd6cd5b76785b406a00c3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000048-foa__378143__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000056-foa__69157__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000056-foa__69157__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..546c9def3e35a410969be0adc3ce4548622e738f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000056-foa__69157__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000056-foa__69157__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000056-foa__69157__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8109988217b8fb521e4dd6451f4d65cb99193756
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000056-foa__69157__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000072-foa__273647__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000072-foa__273647__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af499ccc41d4843bde3b4dd7da5b791b05ffb8e4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000072-foa__273647__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000088-foa__353171__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000088-foa__353171__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ddd5def04cf7f49623aca303cb63a9834a74f7f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000088-foa__353171__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000096-foa__368470__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000096-foa__368470__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4d3ea9590ec098a64685792d7e720c811853f45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00096-6HRFAUDqpTb__000096-foa__368470__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000012-foa__83870__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000012-foa__83870__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..305ca30a5c456229039081d6d90462c20ce97475
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000012-foa__83870__gt.csv
@@ -0,0 +1,14 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000036-foa__189946__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000036-foa__189946__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ca7bfa4a7072b5f884eefde9c6a4e2ae098f2fcd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000036-foa__189946__gt.csv
@@ -0,0 +1,12 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000036-foa__189946__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000036-foa__189946__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f59580e48207605cbed303a979851c7c7ceb3c4f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000036-foa__189946__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000044-foa__246259__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000044-foa__246259__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..167805645ef3d5558736883a24e33a119bf3447f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000044-foa__246259__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000052-foa__326209__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000052-foa__326209__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f23dc09ae1005250aabed895f897a7a71b1b9f06
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000052-foa__326209__gt.csv
@@ -0,0 +1,13 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000052-foa__326209__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000052-foa__326209__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed582af7e3bae6546b67392b90695f42904ddcd7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000052-foa__326209__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000060-foa__103110__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000060-foa__103110__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3eee4f4e24dea6a8e9b94cf08297abcbafedcad5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000060-foa__103110__pred.csv
@@ -0,0 +1,89 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000068-foa__254806__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000068-foa__254806__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7384bffa5a21bba04aca49c55574d3b2bd9878d1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000068-foa__254806__pred.csv
@@ -0,0 +1,29 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000076-foa__326231__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000076-foa__326231__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1021e8d8d591c557192934a487ce0240b42baeb6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000076-foa__326231__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000076-foa__326231__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000076-foa__326231__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f53a09fb70426ee52776eb3d11d9b19e4618e00a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000076-foa__326231__pred.csv
@@ -0,0 +1,193 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000084-foa__9102__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000084-foa__9102__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6e3bc3eb4a8d3cd040b43d023959c212359f459
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000084-foa__9102__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000092-foa__374110__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000092-foa__374110__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ae9a1eb0fa88700c00131f66f476151c1ba6858
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00104-KJxdMPgweZG__000092-foa__374110__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000000-foa__165987__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000000-foa__165987__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2320abde8b10040fec8e95beef2f6fe872eb01a9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000000-foa__165987__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000016-foa__374095__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000016-foa__374095__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..04c305fb1e9f1d5ab0107339920f746b226d870e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000016-foa__374095__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000024-foa__187591__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000024-foa__187591__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aad9e21980bca834fdcf855e198cc70a26e219db
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000024-foa__187591__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000032-foa__149024__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000032-foa__149024__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..693bf673b79969fac0ab16c971e3a641abf3683c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000032-foa__149024__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000040-foa__32225__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000040-foa__32225__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..49710777f6339483216d16087f5140cba28e44bd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000040-foa__32225__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000048-foa__134816__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000048-foa__134816__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eaeafdacbaae559bbc277abcb43cbc62d8840f53
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000048-foa__134816__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000064-foa__160710__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000064-foa__160710__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bbb6c46bcb7f643059caeb8bf811321f57c8c140
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000064-foa__160710__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000080-foa__265988__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000080-foa__265988__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..17635c8d6aa27ba7baa26b0f1d644fe3a4621d1c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000080-foa__265988__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000080-foa__265988__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000080-foa__265988__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..483e60efd65641d1c45a04fd953ecc36eddc42e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000080-foa__265988__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000096-foa__353480__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000096-foa__353480__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..df3b09f2cfee76877e0a8391d1123b62372420ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000096-foa__353480__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000096-foa__353480__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000096-foa__353480__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d91cb76651a398c189ea715ed6abecec61dbbd6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00214-WeyCwVzL53K__000096-foa__353480__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000004-foa__420400__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000004-foa__420400__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..47a784b16030475d40ae19c983a10d9167865ce2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000004-foa__420400__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000012-foa__118978__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000012-foa__118978__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fbf60e48abbd86138c3a623fc5ba6680ceed20b
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000020-foa__374113__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000020-foa__374113__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..92d96fd297716b296a021e0d8e0f5189a4ac0cc4
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000020-foa__374113__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000036-foa__353178__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000036-foa__353178__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..420a6759ea8e47163bf7a8bff793bb08a3e128db
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000044-foa__382806__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000044-foa__382806__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38a3f5a4f8d6834ba115e6ec9be516cea8537ccc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000044-foa__382806__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000044-foa__382806__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000044-foa__382806__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c86bb7df8329fd500eee0c5c25375ec550042afd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000044-foa__382806__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000052-foa__433985__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000052-foa__433985__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74d90d76e60b5134a1fa5f75b71dbecf9b482723
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000052-foa__433985__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000060-foa__432568__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000060-foa__432568__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ebc2b77a84c0aeca2da3948ef5e5ddc8cc49557
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000060-foa__432568__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000068-foa__381434__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000068-foa__381434__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6290ea3232059edb7b512a56726577844bff1ff5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000068-foa__381434__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000092-foa__345546__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000092-foa__345546__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f57d2795a3b979641d080527f0f085e809e88594
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00232-XNiSi1YgPRR__000092-foa__345546__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000000-foa__34854__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000000-foa__34854__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ba0937d0cf79b363f6b9481bfb08e1ff0cea4ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000000-foa__34854__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000000-foa__34854__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000000-foa__34854__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..30a41d4f16f04623c6d7e6b3f71995f78c855e06
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000000-foa__34854__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000016-foa__94198__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000016-foa__94198__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1918f132195644a9dc26b40c7e4d27635c54dede
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000016-foa__94198__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000016-foa__94198__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000016-foa__94198__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e74b4702887f018ba19a53f3d6f411bf1d57e8ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000016-foa__94198__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000024-foa__365090__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000024-foa__365090__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..786e3d4837127ff305e2a9aaa144e9bd84af6afd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000024-foa__365090__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000032-foa__323041__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000032-foa__323041__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b82fef73a7c337a3cb4dc5866312dff59c3aa6d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000032-foa__323041__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000048-foa__53810__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000048-foa__53810__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce994189857ccf529466dd85ba373a49213d42ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000048-foa__53810__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000048-foa__53810__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000048-foa__53810__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef953730418440dcf5e4082f7a01ba1eaa47684f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000048-foa__53810__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000064-foa__321155__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000064-foa__321155__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..137cb5757235778a25148f27835509e940c6386c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000064-foa__321155__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000072-foa__411575__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000072-foa__411575__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..070ec2f3537bc00eecbcc70428b097fe0b6e09bd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000072-foa__411575__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000088-foa__212787__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000088-foa__212787__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..364332a6fcd70e5b961103ddd57acf6ff914da70
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000088-foa__212787__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000088-foa__212787__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000088-foa__212787__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a4160b5a7e5d8b0649e24db936042604ee9304c0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00237-BW1f54ZNVW6__000088-foa__212787__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000012-foa__82523__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000012-foa__82523__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3cfdd0f749501dd3034a474350c3bb5a40956945
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000012-foa__82523__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000012-foa__82523__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000012-foa__82523__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4f5de38948ce3a3ab721493116adb6f9c08dd022
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000012-foa__82523__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000020-foa__333775__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000020-foa__333775__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f11833ba2962f7188d83ebad011243c73db2b614
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000020-foa__333775__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000028-foa__209829__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000028-foa__209829__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eddd3f09dffc8cebe0717f77bdb4a3ca5a80b51b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000028-foa__209829__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000028-foa__209829__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000028-foa__209829__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..241053e32d29d422742c53fe99e427772ae238b1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000028-foa__209829__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000036-foa__172495__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000036-foa__172495__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d1662ad33ef171f3b0359e71aac850c2138ebae3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000036-foa__172495__gt.csv
@@ -0,0 +1,17 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000052-foa__185804__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000052-foa__185804__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bdb212bf447a2bb1b2e5f14950fb45141b53cb7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000052-foa__185804__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000060-foa__181388__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000060-foa__181388__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a08fc7dfd5431e6e7106c84e58af4ca404afe371
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000060-foa__181388__gt.csv
@@ -0,0 +1,20 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000076-foa__147317__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000076-foa__147317__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc5515c35cf5a845b6e5d7d4d87a03a7ed7ec3a3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000076-foa__147317__gt.csv
@@ -0,0 +1,3 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000076-foa__147317__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000076-foa__147317__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95e817e160a18244488201c5a5b6b50534210195
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000076-foa__147317__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000084-foa__400896__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000084-foa__400896__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..29bc7bc2914b909f112fd506c95c0a206301107a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000084-foa__400896__gt.csv
@@ -0,0 +1,37 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000092-foa__394608__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000092-foa__394608__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f0c1e1b403001ed0c83ff427ab53da34a535c47
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00278-dcd823nTKH9__000092-foa__394608__gt.csv
@@ -0,0 +1,22 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000000-foa__353473__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000000-foa__353473__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f8c666d54f845ecc151f37d3b6d033bb8fb51ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000000-foa__353473__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000024-foa__272038__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000024-foa__272038__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1881c32782244f1aa0a0e4fa95b616adf63bb6ed
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000024-foa__272038__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000032-foa__164823__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000032-foa__164823__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..80b84613df333c94f4fecfbcaeb5c7f1c78e4865
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000032-foa__164823__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000040-foa__74122__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000040-foa__74122__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3c75ac9468de778caa2a86a1639e7a12752dac25
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000040-foa__74122__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000048-foa__65184__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000048-foa__65184__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c9fe8daeddcc51bed5e1281cb7663bf37e038298
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000048-foa__65184__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000056-foa__236812__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000056-foa__236812__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2fe9884561f797d4c588eafe8d1b752f426d463
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000056-foa__236812__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000064-foa__402557__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000064-foa__402557__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..69d55406936fdd03135bdaf49cd3cf7078d74c77
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000064-foa__402557__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000072-foa__253649__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000072-foa__253649__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b96e749731015cd4f4e31e5fc9be93c4e1693618
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000072-foa__253649__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000080-foa__326706__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000080-foa__326706__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..72718262655223e0a10db27b432f395fee102799
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000080-foa__326706__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000088-foa__68968__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000088-foa__68968__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad6903f0f71d270b93bb5333feaec06a8fc342b0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00304-X6Pct1msZv5__000088-foa__68968__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000004-foa__66259__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000004-foa__66259__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b1bf3ffab25852005d56591d990593834ce274c6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000004-foa__66259__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000012-foa__352292__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000012-foa__352292__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e44e659b2e6efd273ca62172653a8236590ecfcc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000012-foa__352292__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000020-foa__370982__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000020-foa__370982__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c26706056213d8b63db0597241a495591d57dffb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000020-foa__370982__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000036-foa__252784__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000036-foa__252784__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..962a450f048d963b9f64ae1060b5c85aa8504e94
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000036-foa__252784__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000052-foa__14384__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000052-foa__14384__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b10ef649103da3f809af30e2e0b41383d616c56b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000052-foa__14384__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000052-foa__14384__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000052-foa__14384__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3eae59e6787266c62e6248c1704efa48678446c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000052-foa__14384__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000060-foa__257777__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000060-foa__257777__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..70d154769a07f34ba6ef4d17ca94b67fbf03b61f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000060-foa__257777__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000060-foa__257777__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000060-foa__257777__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44483ead48b4c8085595c1260f0c5c2a21d35d2b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000060-foa__257777__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000068-foa__364836__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000068-foa__364836__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c38a2c89218950521dc3b6fa95e63009cec4b95a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000068-foa__364836__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000076-foa__138114__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000076-foa__138114__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b8cb6c953d2159cdf9160374c06cd64de9eace28
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000076-foa__138114__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000076-foa__138114__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000076-foa__138114__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d00a03888b5f655c9b6ca042b41a4f280c3ed09
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000076-foa__138114__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000084-foa__177556__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000084-foa__177556__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b87fb7661be90c44b0c32ba3ad0389f89b4f3b84
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00322-7Xp37y8DpSv__000084-foa__177556__gt.csv
@@ -0,0 +1,13 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000008-foa__86148__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000008-foa__86148__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb6f7d7c12e73412d5d4d782e909a734c23a021e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000008-foa__86148__gt.csv
@@ -0,0 +1,3 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000008-foa__86148__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000008-foa__86148__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..64a797ae99821e3ae6a53f7d315ce5da6cf90032
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000008-foa__86148__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000024-foa__167265__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000024-foa__167265__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..673374f4f71737b4a23eaeca118dcef4666f3a91
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000024-foa__167265__gt.csv
@@ -0,0 +1,10 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000024-foa__167265__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000024-foa__167265__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba0191e751cf6f52cad1f1a74945aa2c18252ddc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000024-foa__167265__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000032-foa__207681__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000032-foa__207681__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40e8a94aa17553ceffe47f0321283b0a3ca0ef16
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000032-foa__207681__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,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000048-foa__54395__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000048-foa__54395__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ceedbfb50106bd8d8da0ef42e386694414dfb824
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000048-foa__54395__gt.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000056-foa__56492__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000056-foa__56492__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bebd18e685ae9fa5d0dc207c6ae6ff3edfc8225
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000056-foa__56492__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000064-foa__170899__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000064-foa__170899__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cd67d921421d3a92b5014df8e8bd3dd42fe0e603
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000064-foa__170899__gt.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000088-foa__268930__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000088-foa__268930__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a4e793fd70b6641ce5761ce84d3b96c4630d517
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000088-foa__268930__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000088-foa__268930__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000088-foa__268930__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f31c2b472d1bbed79a671835ea22dad7ae345e57
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000088-foa__268930__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000096-foa__398345__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000096-foa__398345__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b046bcc2364c6d72fca79bc9af5b2be04fbfce5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000096-foa__398345__gt.csv
@@ -0,0 +1,46 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000096-foa__398345__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000096-foa__398345__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cbda11f09e139baa736b7a23af48ae8eb38bee26
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00336-uc8QkFS11Hj__000096-foa__398345__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000004-foa__82523__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000004-foa__82523__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..51eb04347c7bd7952a8ac4bc87acf5705cdf11f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000004-foa__82523__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000020-foa__370244__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000020-foa__370244__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b3f33e5bce8a62528b6741b6c161c9da3b20033
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000020-foa__370244__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000028-foa__334541__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000028-foa__334541__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e89af3453935ce87df3f202fd998246cde1f4d4e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000028-foa__334541__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000028-foa__334541__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000028-foa__334541__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c7498fd9524bf68de8bcde1d5effe03297b5b2a8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000028-foa__334541__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000036-foa__82506__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000036-foa__82506__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7294fc39a3dc2ddc62be4215fa3596c92ad8846c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000036-foa__82506__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000036-foa__82506__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000036-foa__82506__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db32172e234e5935633629e134fcfa9604f67a95
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000036-foa__82506__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000060-foa__138228__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000060-foa__138228__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5242a3ba825ed38cec1a1e4cb217c82218c0d05d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000060-foa__138228__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000068-foa__205610__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000068-foa__205610__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41d495991099c51cd9321eee022a47c660093789
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000068-foa__205610__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000068-foa__205610__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13db2284489b5e2becb6ab5943f1877d23358849
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00357-TzQLNfWugiZ__000068-foa__205610__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000008-foa__119718__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000008-foa__119718__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..43e5a3d0d9331607024626adc718cb9acd7c43cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000008-foa__119718__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000008-foa__119718__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000008-foa__119718__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e180f38c6a29f59a9c0f6f79cb4ad45bb2b350d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000008-foa__119718__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000016-foa__118183__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000016-foa__118183__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..968805f6221f0ff940de8bfbc7204318351baa09
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000016-foa__118183__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000024-foa__187985__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000024-foa__187985__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3eae9ef9a9172c237a6f8faf8f91146a38761e32
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000024-foa__187985__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000040-foa__353883__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000040-foa__353883__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..de950fcbadf7c34d1741c7a73c5a52aa7e16223a
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000040-foa__353883__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000040-foa__353883__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42a0e8fb1b27e6376f16a4834ad6bf0bf012bdf0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000040-foa__353883__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000048-foa__102105__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000048-foa__102105__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da34e89306545312301e8671b6239c14337c0470
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000048-foa__102105__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000048-foa__102105__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000048-foa__102105__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ebce8cb710dc2a0cc72951b3591fcd6c941d72c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000048-foa__102105__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000056-foa__2636__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000056-foa__2636__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e85db89f3b06b1905205fee939222303cdb7fca8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000056-foa__2636__gt.csv
@@ -0,0 +1,7 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000056-foa__2636__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000056-foa__2636__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e9a6a3e5f06e852b9c7ea896a6141f4b55450524
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000056-foa__2636__pred.csv
@@ -0,0 +1,37 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000088-foa__177556__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000088-foa__177556__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7002bf7315826e859e5e8a4bd06bce94e1eff3cc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000088-foa__177556__gt.csv
@@ -0,0 +1,13 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000096-foa__168965__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000096-foa__168965__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c35ac5b20145f08a7b190caf657c390742c747a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000096-foa__168965__gt.csv
@@ -0,0 +1,35 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000096-foa__168965__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000096-foa__168965__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..49fc01cd30e49978f33270313b650decb4388655
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00370-RcuYAHzrjK7__000096-foa__168965__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000004-foa__36237__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000004-foa__36237__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27df8c7ecc052f165877e05c5a86d98443bb47eb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000004-foa__36237__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000004-foa__36237__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000004-foa__36237__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3198efb9fb1556d84e25e0f0b67621776db239d5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000004-foa__36237__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000012-foa__166500__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000012-foa__166500__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a0dabfd7124048f33ca9ccedf35ce5c60f3901a4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000012-foa__166500__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000036-foa__162747__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000036-foa__162747__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1298dfedc68c65c2e5ba816240de6a07e33bbf6e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000036-foa__162747__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000052-foa__271052__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000052-foa__271052__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..246576d3ac38c08f8cbc6d70b581c98e934ca3ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000052-foa__271052__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000060-foa__326279__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000060-foa__326279__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e8d50116ba16cd522a284c08d3784c7b3229e19d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000060-foa__326279__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000068-foa__325881__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000068-foa__325881__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..252d6a8082442a6fa184977d143cb6a8cf110488
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000068-foa__325881__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000068-foa__325881__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000068-foa__325881__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d81c659d304cb54d813e18964157698a712ba4a0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000068-foa__325881__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000084-foa__134885__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000084-foa__134885__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad282831ba1bc285a79588fe677593d7556dc8a3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000084-foa__134885__gt.csv
@@ -0,0 +1,47 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000084-foa__134885__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000084-foa__134885__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..251df76a1b176efe75dfc0d95acd1e8dd1cbef02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000084-foa__134885__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000092-foa__54395__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000092-foa__54395__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee71589a3da18e0bde035682ac7e3d02e150b533
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00375-kubNyvKJBUX__000092-foa__54395__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000000-foa__353475__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000000-foa__353475__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb4484745dc202b32c54d7fd2e2a659babcba19d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000000-foa__353475__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000000-foa__353475__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000000-foa__353475__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..91fa62953f88f79458bf5d8581ca94e41b14d668
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000000-foa__353475__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000016-foa__258236__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000016-foa__258236__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d8454abf571039355c76159ede8f4bf22f1f6001
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000016-foa__258236__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000024-foa__266597__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000024-foa__266597__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c0257632ca3317ee9fb1d3b74b7818031e0f205
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000024-foa__266597__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000024-foa__266597__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e05d23aa1f7f0e8a654d616312b5b3a9b5e0bfc0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000024-foa__266597__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000032-foa__142638__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000032-foa__142638__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ad3549dacb8c6f48c6cbceb14a4937e8ad37bd8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000032-foa__142638__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000040-foa__167228__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000040-foa__167228__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea74ddb0ae80d4f4b52c4eec3ddff29c03b02446
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000040-foa__167228__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000048-foa__390787__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000048-foa__390787__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4997e9814e09f502a0f3e00e84eb466b9aa02e02
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000048-foa__390787__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000056-foa__398462__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000056-foa__398462__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a52f7ea33befdc87a2bac0cf361acf78a6a5f006
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000056-foa__398462__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000064-foa__260939__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000064-foa__260939__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d2903384aaa6d731cc4b44e6b28bb8fdf15838a2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000064-foa__260939__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000072-foa__324528__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000072-foa__324528__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b5afe5d5eb7ca5569d7b2eb9d904587d4cdb6f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000072-foa__324528__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000080-foa__126429__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000080-foa__126429__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..63b14f08ba3a74bf293b4c9020b6ff39e620fb4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000080-foa__126429__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000088-foa__152605__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000088-foa__152605__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5b298d8a3e76d85b2a530b86676fb79d41f1a69
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000088-foa__152605__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000096-foa__135642__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000096-foa__135642__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5ee5bc7cb8f4d8407174388a4e7c9f8eb3886d93
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000096-foa__135642__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000096-foa__135642__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000096-foa__135642__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2245954aa6ae95e8023bb2d139ee22df03d4245e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00396-wuKkTq5GJbi__000096-foa__135642__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000004-foa__366154__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000004-foa__366154__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..331575f07c4a7dd511a04305e5f6fd9732fa57fd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000004-foa__366154__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000004-foa__366154__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000004-foa__366154__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd20a462070822d9bd0e51686331c0be1cf095ea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000004-foa__366154__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000012-foa__272065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000012-foa__272065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ba0d3047493d1e0bc6173eca24d149243034a5e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000012-foa__272065__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000020-foa__151613__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000020-foa__151613__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..70a61312cb7b96a4a7cf76f4b6ccb687b30919ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000020-foa__151613__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000028-foa__166899__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000028-foa__166899__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33a2cc2f947cb61c0f6e375d04d4d2d461c90c37
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000028-foa__166899__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000036-foa__246356__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000036-foa__246356__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7886c772c3838ee0b0bf6fce570c8d0655ff5e4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000036-foa__246356__gt.csv
@@ -0,0 +1,7 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000052-foa__377357__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000052-foa__377357__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af709513e4bea8d0a386226392221c109b3eb957
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000052-foa__377357__pred.csv
@@ -0,0 +1,21 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000060-foa__210582__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000060-foa__210582__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d10228118755dd87b38e705f8233fd0acfec1a80
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000060-foa__210582__gt.csv
@@ -0,0 +1,40 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000076-foa__152904__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000076-foa__152904__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5fe02349c64552b7ecf90cc5290cd2eaed3bcc72
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000076-foa__152904__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000084-foa__152490__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000084-foa__152490__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..21f56b00e53ebacc32ce3b3479e78fa91242837a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00420-R6Byftz8wRN__000084-foa__152490__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000024-foa__147317__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000024-foa__147317__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aeecf03e7cafec3760e2d7fa9833510278408e6d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000024-foa__147317__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000032-foa__432755__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000032-foa__432755__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d7c22586c5e5b0d9e35b8fd8aef4db12c7d7a12
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000032-foa__432755__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000032-foa__432755__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000032-foa__432755__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2faf48db880c92745606c35f7cadd29330f7cfd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000032-foa__432755__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000040-foa__377342__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000040-foa__377342__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89bd0523877c1831eca8a77c6a653d9039ba831a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000040-foa__377342__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000048-foa__394381__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000048-foa__394381__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d6d854b22096833298766c8df127a680c447d064
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000048-foa__394381__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000048-foa__394381__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000048-foa__394381__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0597073f95801a77973d1cfe8bdf3d6fcca5db12
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000048-foa__394381__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000056-foa__18351__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000056-foa__18351__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ac448348b06bf61e50e089c72eed12d6faf1752
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000056-foa__18351__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000072-foa__110818__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000072-foa__110818__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a7afc40ace55fc5f9598deb5de75678b94779ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000072-foa__110818__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000080-foa__415160__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000080-foa__415160__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59d4bad1e92c9fb4f800c0834f4c73ec7c125624
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00447-5RtSdesLuHt__000080-foa__415160__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000012-foa__128630__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000012-foa__128630__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52f9284e6bc81cffb9305e41a117abea1d7da467
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000012-foa__128630__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000020-foa__50758__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000020-foa__50758__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a97dca49d9d4eb5133272bfbb65d5a4a54d75f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000020-foa__50758__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000028-foa__405320__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000028-foa__405320__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1d5dfd5143d0687484130290cba885d1d2f9e75b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000028-foa__405320__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000036-foa__221143__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000036-foa__221143__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9dc012ea6ab54ca6ad0c4d99f9297929661f8755
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000036-foa__221143__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000036-foa__221143__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000036-foa__221143__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0257ed868f6d46ab642e8d416197cb8fb89a0b78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000036-foa__221143__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000044-foa__333775__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000044-foa__333775__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2dd6209053350b11edd7441fab631fa868fc4219
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000044-foa__333775__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000052-foa__108268__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000052-foa__108268__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bf7034978cbe3436ced6637c45a61987fe4b1593
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000052-foa__108268__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000052-foa__108268__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000052-foa__108268__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..618c70cc438dc8c3b9d51bd2a7e7aeb081810552
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000052-foa__108268__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000060-foa__82098__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000060-foa__82098__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d15b7cdc3a9396f8986a31f2fb5e55f5f6a39347
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000060-foa__82098__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000060-foa__82098__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000060-foa__82098__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..def98a8e1960ef6859a57a65fd6e714316278cdf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000060-foa__82098__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000068-foa__148252__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000068-foa__148252__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..94ac3d0b3f6fe8e907a5b4ddbba9ed041e60a191
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000068-foa__148252__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000084-foa__246117__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000084-foa__246117__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36d2385509b73efbc14a7d2874712b4d42cd2c17
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000084-foa__246117__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000084-foa__246117__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000084-foa__246117__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83f170d210708561bb9bb78c227d5ae9a763ee46
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000084-foa__246117__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000092-foa__35872__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000092-foa__35872__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e6748d14d47fa5f1f9ac75cdd3e753e98eec369
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00459-Ze6tkhg7Wvc__000092-foa__35872__pred.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000000-foa__202956__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000000-foa__202956__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..498bfa3fc1c692518d6a40ba7e9b48a05f40904c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000000-foa__202956__gt.csv
@@ -0,0 +1,46 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000008-foa__394784__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000008-foa__394784__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc532575517bb1bce133db222fe605770b695a30
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000008-foa__394784__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000016-foa__354057__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000016-foa__354057__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f77b13656deedee5a4adea7ffd11ee1bc23b8e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000016-foa__354057__gt.csv
@@ -0,0 +1,27 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000024-foa__194917__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000024-foa__194917__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb9f78d939932f75765058181bfbc995c78b551b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000024-foa__194917__pred.csv
@@ -0,0 +1,109 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000032-foa__352290__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000032-foa__352290__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93a85cf8298683cf692e2fa2f4cc524a1035ab68
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000032-foa__352290__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000040-foa__46079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000040-foa__46079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e089110a473be4a639ec351dca64139e2c410e2c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000040-foa__46079__gt.csv
@@ -0,0 +1,14 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000040-foa__46079__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000040-foa__46079__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2809d3ec89f8fb11c33aa934dee92de8395e1288
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000040-foa__46079__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000048-foa__26958__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000048-foa__26958__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c222cd3fecde488f8199c4efb29a12ff1ad3763c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000048-foa__26958__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000080-foa__152490__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000080-foa__152490__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bd46fb1ee2582ddf2df0cb2b7d726624c5b1343
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000080-foa__152490__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000088-foa__237083__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000088-foa__237083__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88414089489eafcb735e1e94d29276ddd69c5193
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000088-foa__237083__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000088-foa__237083__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000088-foa__237083__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..970aea49aec7df09103e766d68d55e408983db53
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000088-foa__237083__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000096-foa__174101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000096-foa__174101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba62aac16e974b98c57e0d43636c700d622ae63a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00473-xccdSFAEPau__000096-foa__174101__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000012-foa__430708__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000012-foa__430708__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58ffd382fd5b073ead0e3ae3e401777b54ad0a2a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000012-foa__430708__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000012-foa__430708__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000012-foa__430708__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d4ee54f5ca43e2aac910e9fbcf4c758e5ba0bc9a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000012-foa__430708__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000028-foa__360942__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000028-foa__360942__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ff9442b27c6e49d9e7124397d0d3cae66e571594
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000028-foa__360942__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,num_active_pred
+0,0.0,0,5,water,157.601,11.627,4.069,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000052-foa__375999__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000052-foa__375999__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0becf571281420f0ebd7e838722c577bedfe376a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000052-foa__375999__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000068-foa__86560__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000068-foa__86560__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..73f5e23c275e0706c6784f520c9e798cc0bdd8ff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000068-foa__86560__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000076-foa__17602__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000076-foa__17602__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b584bd3aef73e272cc5836481394e5630af90a5b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000076-foa__17602__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000076-foa__17602__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000076-foa__17602__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3738de9ad21bfa46d97030c0be0f646cfc127af5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000076-foa__17602__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000084-foa__432869__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000084-foa__432869__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a0c41ea0c0dd4ee01166aec8b9d1850958e3af7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000084-foa__432869__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000092-foa__338950__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000092-foa__338950__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bfa974d94cebe986667f69531d834da6a88f02b8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00474-v46TaF2rxHK__000092-foa__338950__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000000-foa__133833__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000000-foa__133833__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..09e0254d6097ea7edc661b0c8b5e094ba15ac28c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000000-foa__133833__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000008-foa__21592__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000008-foa__21592__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..885b181e6be906d791677959f723c66bec6c4b98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000008-foa__21592__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000008-foa__21592__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000008-foa__21592__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..72d9f5b371110420334701618c90e96774100f76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000008-foa__21592__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000016-foa__104817__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000016-foa__104817__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0f4f65771c31746e42fc8fb91b01f0fc15b5586f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000016-foa__104817__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,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000024-foa__118862__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000024-foa__118862__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c68ed4319540378e0bc1e81bea6a22ea43978ea5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000024-foa__118862__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000032-foa__16427__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000032-foa__16427__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3aafe3fa8458237bc31bea561c5025dee112bbf2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000032-foa__16427__gt.csv
@@ -0,0 +1,6 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000032-foa__16427__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000032-foa__16427__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..953ca93d747a76a9c7ff094d91b4bf3f1d993e23
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000032-foa__16427__pred.csv
@@ -0,0 +1,37 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000048-foa__319781__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000048-foa__319781__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..55754a653395a7003ef459a075264fa6ea083ccf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000048-foa__319781__gt.csv
@@ -0,0 +1,51 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000048-foa__319781__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000048-foa__319781__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b577d8d2f1d2340060c95d7210217c16b0e3eb5e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000048-foa__319781__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000056-foa__383595__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000056-foa__383595__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..683691eed34b0e96390897de4987a29fa548871e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000056-foa__383595__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000064-foa__138050__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000064-foa__138050__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae710bcf98bdb9c1b0f7316756b2908c83fc638b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000064-foa__138050__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000072-foa__169937__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000072-foa__169937__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fdc258a885bd97b721786c03c952624fddbba80f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000072-foa__169937__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000088-foa__383368__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000088-foa__383368__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..01e6e574fc246cdb56bd6dfcf07ad24dcdf1ff99
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000088-foa__383368__pred.csv
@@ -0,0 +1,121 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000096-foa__374116__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000096-foa__374116__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb69af8648b9a860c4f6efd618baf3fb1bf9f222
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00518-o1F5JVHc6mb__000096-foa__374116__pred.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000004-foa__382693__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000004-foa__382693__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15e09a250b67ea73b4850b357ba79434881d7fc0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000004-foa__382693__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000012-foa__198243__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000012-foa__198243__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0dd9a50f6c8ede9388c67d56a3f5c20acbf58472
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000012-foa__198243__gt.csv
@@ -0,0 +1,22 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000012-foa__198243__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000012-foa__198243__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..010fc44e81740098bf1d6751802809c2cb453f98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000012-foa__198243__pred.csv
@@ -0,0 +1,101 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,12,metal_clink,178.554,-5.958,3.168,1.0,1
+1,0.3974,0,12,metal_clink,179.499,-6.772,3.153,1.0,1
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+24,9.5388,3,12,metal_clink,172.329,-3.087,3.093,0.0001,0
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000020-foa__33941__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000020-foa__33941__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b27f7e45cd4bdc93fb6143b6608feb8b7d41c5e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000020-foa__33941__pred.csv
@@ -0,0 +1,117 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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+4,1.5938,0,3,body_sound,-108.664,-36.683,2.536,0.9844,1
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000028-foa__197743__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000028-foa__197743__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f6716da49287c420c1948660a7eed3993738635d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000028-foa__197743__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000028-foa__197743__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000028-foa__197743__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9959512dca6cdebc4e7ad06db755e335aa89a520
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000028-foa__197743__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000036-foa__128428__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000036-foa__128428__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f933e4ef4e4989d9484d832f84e5d95250af6af
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000036-foa__128428__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000044-foa__164820__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000044-foa__164820__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..03e59fd9393fe70d80b6028a0469a90747a8dec7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000044-foa__164820__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000052-foa__190945__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000052-foa__190945__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e89b43bf6be55c9a771a2355586af5dea94d3ea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000052-foa__190945__gt.csv
@@ -0,0 +1,10 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000060-foa__29535__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000060-foa__29535__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0af464a94a42fbeebe38485495761bfc582ee0fe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000060-foa__29535__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000068-foa__250090__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000068-foa__250090__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..453a72e9ca257ed71a0efec62f741bf60bbad562
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000068-foa__250090__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000076-foa__104602__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000076-foa__104602__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..807be3a1a927fa1b439c1ef23390059f96288474
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000076-foa__104602__gt.csv
@@ -0,0 +1,20 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000084-foa__268659__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000084-foa__268659__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..250ab588c8ce5983b47fcf0c2e589255f662c05c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000084-foa__268659__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000092-foa__362327__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000092-foa__362327__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d9b1fb7b1c91e1514c2f3919fee5fe0e24ad7169
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00530-C7xtw9uhYFn__000092-foa__362327__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000000-foa__119879__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000000-foa__119879__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75ef88bea23e17678842160f94a6120ddf71b1eb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000000-foa__119879__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000008-foa__160605__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000008-foa__160605__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87f76b2bd914bcbffe80a166335269c1a9b8c5ba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000008-foa__160605__pred.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000016-foa__38471__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000016-foa__38471__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b3aeb1c3931236d55a2ed8ead5acb996d895ca3c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000016-foa__38471__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,num_active_pred
+1,0.4201,0,2,guitar,-14.263,-7.11,2.412,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000016-foa__38471__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000016-foa__38471__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cfa66b78cfde95beeeb8b5d3b93140bf805d4753
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000016-foa__38471__pred.csv
@@ -0,0 +1,37 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000024-foa__220507__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000024-foa__220507__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d63b2610e8868e0ce36211f52de0cc8b857d4d3d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000024-foa__220507__pred.csv
@@ -0,0 +1,77 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000040-foa__90024__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000040-foa__90024__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e289b3a69a6c7af834e4ddbd97590cfca78fccd8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000040-foa__90024__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000048-foa__152557__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000048-foa__152557__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..01a1d2aed8f438a42acf9b1727fe1cde81292179
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000048-foa__152557__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000056-foa__374117__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000056-foa__374117__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a8a0c5e28e437971f0be982f9757c0b20d68bbe8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000056-foa__374117__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000064-foa__326242__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000064-foa__326242__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..76fba1fe98d6176b66dc98ef3c753e05d9c272a9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000064-foa__326242__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000080-foa__374088__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000080-foa__374088__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2651627973b41a4a9ffc7e190a8e591e17566fd8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000080-foa__374088__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000088-foa__352293__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000088-foa__352293__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ccf8b63bf8b05739c04eecbe9f77517fed86b581
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000088-foa__352293__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000096-foa__352290__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000096-foa__352290__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f13c5e2b1e9d9024353d81067ac5c7bf984a99eb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000096-foa__352290__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000096-foa__352290__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000096-foa__352290__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f6e3f44989c2296e20133cf4194b24864ff1d748
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00536-QFjJExB2jgE__000096-foa__352290__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000004-foa__351745__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000004-foa__351745__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5b734bed77ca42db0c629f2542837d510cfbf192
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000004-foa__351745__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000004-foa__351745__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000004-foa__351745__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b928dc1243b1bbc40ada638b08265ac5bf7454d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000004-foa__351745__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000020-foa__157545__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000020-foa__157545__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cefbd7bb132752e7faa71738de211c5c69f18dd6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000020-foa__157545__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000028-foa__350264__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000028-foa__350264__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56fe83ab83a19f292f98f1cd69f7ef441f1857be
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000028-foa__350264__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000036-foa__37311__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000036-foa__37311__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c05267bf56c7a952e2ff4247eb5fbd583e75e388
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000036-foa__37311__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000036-foa__37311__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000036-foa__37311__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d6d6acd19b6698effec0832cd1ebe906988548f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000036-foa__37311__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000044-foa__404841__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000044-foa__404841__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a5a6c0ae9aa9942900dd7ab219d4c9107991dd3b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000044-foa__404841__pred.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000052-foa__209829__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000052-foa__209829__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a27aed5e24b157d12980451dc2563ff9adba4b65
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000052-foa__209829__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000060-foa__368594__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000060-foa__368594__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1601c18a2e6934ca3c80b7f58a11d4a67888e5ba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000060-foa__368594__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000068-foa__318614__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000068-foa__318614__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9457b862df34b14dc31386bef02f790f59836ab0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000068-foa__318614__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000068-foa__318614__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000068-foa__318614__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f289d0e607d505f73003f2c58a79b74a8d286266
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000068-foa__318614__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000076-foa__246368__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000076-foa__246368__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a46e34ff16ac0152e3a8f491ce9364b39ecc98e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000076-foa__246368__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000076-foa__246368__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000076-foa__246368__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d91c4ce49e5ee202c601c00f1073edb710197af2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000076-foa__246368__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000084-foa__395105__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000084-foa__395105__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c10015312c338b20829990d86fb0a40130d07d1f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000084-foa__395105__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000084-foa__395105__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000084-foa__395105__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74e3956aafd19a48338829e28fbc0bb85af94aa6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000084-foa__395105__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000092-foa__167565__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000092-foa__167565__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..39e90c01938bb9a9485412dd7b70fbb227e1522d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000092-foa__167565__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000092-foa__167565__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000092-foa__167565__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad4efcd8b03c32957b85e38e9cdbbbf695c4c22d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00552-eip6PNoeCPr__000092-foa__167565__pred.csv
@@ -0,0 +1,29 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000000-foa__216816__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000000-foa__216816__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..563762c1f3974e7aa5b2e2ae5e0a77f043098d28
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000000-foa__216816__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000008-foa__374110__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000008-foa__374110__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98fa03ad0986b55c2faaa95b624c388b1365c27b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000008-foa__374110__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000024-foa__238250__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000024-foa__238250__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0744c6bb8a7caa9e99ebd518de84fd69736d4be8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000024-foa__238250__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000032-foa__17599__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000032-foa__17599__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33ab4a6b53accd6e02c94f478b6bf5c75f4190d8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000032-foa__17599__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000040-foa__189195__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000040-foa__189195__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..db35888249531d458cd34c21d02e1ec4ed4ba715
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000040-foa__189195__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000048-foa__147019__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000048-foa__147019__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af638b14aebf69e09cefa70595c990b850cbf5aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000048-foa__147019__gt.csv
@@ -0,0 +1,12 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000048-foa__147019__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000048-foa__147019__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e6ef0ee5b501c39025825ffb100c8fbb4208a3f9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000048-foa__147019__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000056-foa__332256__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000056-foa__332256__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ca49d451beb45c027c4e31e5a102d3f24ecaeeec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000056-foa__332256__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000056-foa__332256__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000056-foa__332256__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7674be315b93ea103aacd7cb4d5f0a4c4f24df36
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000056-foa__332256__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000064-foa__178318__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000064-foa__178318__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6cc5211089217a42675eb49849af1bfced6827f1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000064-foa__178318__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000072-foa__335585__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000072-foa__335585__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dca65c1c13b101a9c82008d7cccb184d945b86a3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000072-foa__335585__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000080-foa__336672__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000080-foa__336672__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..017ec374330b41cd80809888dd1cb5b3a9003c23
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000080-foa__336672__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000088-foa__430977__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000088-foa__430977__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4983592a9e408ecbb5c3c55f354fc4a13d8cdaa7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000088-foa__430977__pred.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000096-foa__46060__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000096-foa__46060__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66d230a94ff105f56ac2bc90543b6d8b0748fa9c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000096-foa__46060__gt.csv
@@ -0,0 +1,16 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+1,0.3945,0,12,metal_clink,19.038,-6.558,1.732,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000096-foa__46060__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000096-foa__46060__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6859d2925e096b30b3fc644e8fa38e8debbdb5e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00563-Bnq6SeZGL5b__000096-foa__46060__pred.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000004-foa__333318__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000004-foa__333318__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8506d1364d516c3d9c65995e2832530fdd394d4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000004-foa__333318__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000012-foa__374127__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000012-foa__374127__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2636d5d21ca9d83564d41ab904f0ad064cf7618f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000012-foa__374127__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000012-foa__374127__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000012-foa__374127__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..472938c37c69d8ac7292e517cafd19c0953585aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000012-foa__374127__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000020-foa__176902__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000020-foa__176902__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a00a824b495e392f0d87da865209589f1b49c834
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000020-foa__176902__gt.csv
@@ -0,0 +1,3 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000028-foa__93040__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000028-foa__93040__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0dab8d670f3255ed45ad7c7c219e7098c28ba550
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000028-foa__93040__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000036-foa__222603__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000036-foa__222603__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bb7b13c10e90bf447f4fe70c0921d5f44b9181b3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000036-foa__222603__gt.csv
@@ -0,0 +1,3 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000044-foa__434818__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000044-foa__434818__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddb15ae1eaa9ea1a43b61ee3edb9cccfdeb53beb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000044-foa__434818__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000044-foa__434818__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000044-foa__434818__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a00c3b788ba125266f078dc226c709048bb157ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000044-foa__434818__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000052-foa__220420__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000052-foa__220420__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5679f47b91d6473ebdd4339597c3b4324936c935
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000052-foa__220420__gt.csv
@@ -0,0 +1,36 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000060-foa__226381__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000060-foa__226381__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc16c253ff233ba711d2d82bad60f34daefa6ea5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000060-foa__226381__pred.csv
@@ -0,0 +1,57 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000068-foa__418199__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000068-foa__418199__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..91a8c47aa5b6cf90e8d283e344a59937ecd5bdd7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000068-foa__418199__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000068-foa__418199__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000068-foa__418199__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..96919a48ea026caaf2f457a5c0d8b57d8a27ef18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000068-foa__418199__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000084-foa__325569__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000084-foa__325569__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2277086cec5096103c1fecda46bb834af934eb36
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000084-foa__325569__gt.csv
@@ -0,0 +1,7 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000092-foa__96386__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000092-foa__96386__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..222aaa54e6fb779f0988f6949748ab147d41feca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00578-dTzYwo8Hppu__000092-foa__96386__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000000-foa__378646__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000000-foa__378646__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..75806baf46d079761a1fdd2d22df9cbe93ee33cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000000-foa__378646__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000008-foa__110554__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000008-foa__110554__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb337278c06ed73f0ffcd559985492dc821dc958
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000008-foa__110554__gt.csv
@@ -0,0 +1,2 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000016-foa__345685__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000016-foa__345685__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6cf098b0ed7f444018f933e96ac910cf33ac353c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000016-foa__345685__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000016-foa__345685__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000016-foa__345685__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b0896024d630095b106dbcd960efa61038387516
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000016-foa__345685__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000032-foa__271514__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000032-foa__271514__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d5b9483e901e66111a46753b590b880b92079073
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000032-foa__271514__gt.csv
@@ -0,0 +1,3 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000032-foa__271514__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000032-foa__271514__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f34bf014b063a3ee6e3560628ec1861a1159cf59
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000032-foa__271514__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000048-foa__383201__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000048-foa__383201__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa12b292606455e30d99012f1f44335d40f0706d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000048-foa__383201__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000056-foa__252870__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000056-foa__252870__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..79b4cacd49b3058435584ff56bcaff9482344959
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000056-foa__252870__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000064-foa__185707__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000064-foa__185707__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..43185e9b8942470fbae7dfef91a0d59381a0f0f0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000064-foa__185707__gt.csv
@@ -0,0 +1,51 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000080-foa__405842__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000080-foa__405842__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..752de1144e004344e9628286dd7e23b3df329a9f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00579-9hJwm8k7Gka__000080-foa__405842__pred.csv
@@ -0,0 +1,21 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000004-foa__209644__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000004-foa__209644__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bca9b6146fec85472fec8423f5af27e34f32ea2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000004-foa__209644__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000012-foa__367499__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000012-foa__367499__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..627ace1ce233e590c12022b79b521e2af0660363
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000012-foa__367499__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000020-foa__173596__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000020-foa__173596__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0376d8c26edf9a612e6743d4fa4712a416083862
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000020-foa__173596__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000020-foa__173596__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000020-foa__173596__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..07ed8c66af84421f41c48768cadc2d01c2188656
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000020-foa__173596__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000028-foa__21101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000028-foa__21101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eef574b2eea8909de7ccd67031dd5ef7c634b0ce
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000028-foa__21101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000036-foa__29542__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000036-foa__29542__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a28c1e10d4b87abe94477de867a92cd7d6d5983
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000036-foa__29542__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000044-foa__325767__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000044-foa__325767__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d27a5bf0f51b1236774eedd717afa320805b7e3d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000044-foa__325767__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000076-foa__400188__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000076-foa__400188__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..037043f3d7bb5cd798f2d1d0b374b41f25ecc8cf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000076-foa__400188__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000084-foa__21666__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000084-foa__21666__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9abf8c84f84e8b495537d453357cac9eff646b31
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000084-foa__21666__gt.csv
@@ -0,0 +1,7 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000092-foa__197743__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000092-foa__197743__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a5b591b0ab24be76ca0f37f89ad84760e224fd7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00615-PUNuHY5M7MS__000092-foa__197743__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000000-foa__65598__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000000-foa__65598__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8815b3950eb0f64354fbe8a179f381db549d24b8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000000-foa__65598__pred.csv
@@ -0,0 +1,85 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000008-foa__145801__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000008-foa__145801__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..580f6d30d5db75f39b8005c663da58ba1f55b3b3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000008-foa__145801__gt.csv
@@ -0,0 +1,6 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000016-foa__263786__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000016-foa__263786__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81de4510cacb0c4bbff672fc5f01d8b8d528edd1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000016-foa__263786__pred.csv
@@ -0,0 +1,17 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000024-foa__382645__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000024-foa__382645__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..35b04c3993ce8718e84e2c3b09dbb2202c8a135b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000024-foa__382645__pred.csv
@@ -0,0 +1,21 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000048-foa__144480__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000048-foa__144480__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..884b259883e966042d72f12f1abfd81ba0c75301
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000048-foa__144480__pred.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000056-foa__377341__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000056-foa__377341__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27097009180689aa8f9a7bfa66371cf1ff36bc6e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000056-foa__377341__pred.csv
@@ -0,0 +1,17 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000064-foa__175389__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000064-foa__175389__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c8df91a2880d1bc24e311969d810ff860d7039f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000064-foa__175389__pred.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000072-foa__420102__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000072-foa__420102__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aecfa94595e24c1f4a409d4055ebf092a188f701
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000072-foa__420102__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000072-foa__420102__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000072-foa__420102__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2bb446907407322b73346a6af671697d9548b75
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000072-foa__420102__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000080-foa__434473__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000080-foa__434473__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b9834c0086bb4425a0ee20da2e86a2dea2b3445f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000080-foa__434473__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000080-foa__434473__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000080-foa__434473__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..729b5d228d56ffb974815f56df15dfaa36906ded
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000080-foa__434473__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000088-foa__79143__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000088-foa__79143__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..671f4a4ad73e5a587b2673a243874350ee493333
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000088-foa__79143__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000088-foa__79143__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000088-foa__79143__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..20b25e0f281ee1eef3e82cfc99bf6393ca0527e3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000088-foa__79143__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000096-foa__137231__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000096-foa__137231__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c7aa3e4744c61ba71e365f745678ce388acf9801
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000096-foa__137231__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000096-foa__137231__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000096-foa__137231__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f39cefd89d6346e6a9e63951915590951cef4b4e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00635-drvaU627cQh__000096-foa__137231__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000012-foa__62936__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000012-foa__62936__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b16aa60f91f09d2ce01ab0dc84e469b73cdff8d5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000012-foa__62936__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000020-foa__41106__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000020-foa__41106__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0edb62c3d3e7e7a0ec5f8b2ef7f3219eea63e99c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000020-foa__41106__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000020-foa__41106__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000020-foa__41106__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e1a8f14d79a89890b136b396f6eb1c4e87a0a448
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000020-foa__41106__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000028-foa__434345__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000028-foa__434345__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..709336a085720ced0777ba96f76e48440a1d9d42
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000028-foa__434345__gt.csv
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new file mode 100644
index 0000000000000000000000000000000000000000..f16788e25ed8d6a4a05fed72133d0d598d80e733
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000036-foa__346492__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000036-foa__346492__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..acbccb0e01e6e3b3d03e900c8f77d164f766f8c6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000036-foa__346492__pred.csv
@@ -0,0 +1,49 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000044-foa__171636__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000044-foa__171636__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58c8d981c5ac3c0260a29e378c30b734e999a68c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000044-foa__171636__gt.csv
@@ -0,0 +1,12 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000044-foa__171636__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000044-foa__171636__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f22a9ae7f22edb8744e2c51db8fc7403a7ba4ff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000044-foa__171636__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000060-foa__98676__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000060-foa__98676__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed0d5975f13f14f70e333adbb6ce53bf74f5d490
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000060-foa__98676__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000068-foa__188624__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000068-foa__188624__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a1cb9186658fefc457633a7c9c25f50c27bd6c20
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000068-foa__188624__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000068-foa__188624__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000068-foa__188624__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9337a57451ea6a5d04f18d14153ea696d8f92021
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00658-a3JCmxobR99__000068-foa__188624__pred.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000000-foa__403061__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000000-foa__403061__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d7ecdb667e4684a9d893ad6bfad5e7582c52a0cb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000000-foa__403061__gt.csv
@@ -0,0 +1,11 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000008-foa__434818__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000008-foa__434818__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c6a6593617c3c8ad1a9188ff142878c1252116fd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000008-foa__434818__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000024-foa__362959__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000024-foa__362959__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f776182061394804d67a785d47c1b1159e40ba71
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000024-foa__362959__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000032-foa__25894__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000032-foa__25894__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef0f5852222312ed02d556122a07ef0fe49f7f14
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000032-foa__25894__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000040-foa__57911__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000040-foa__57911__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aa8428ca08340364106ac0e25d78e02b4222a415
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000040-foa__57911__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000040-foa__57911__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000040-foa__57911__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..18b973e41363cfe91067591f80852d832e6080a0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000040-foa__57911__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000048-foa__326394__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000048-foa__326394__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c5918f9dc0fd9e5803da238c4e126347109edd5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000048-foa__326394__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000056-foa__176983__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000056-foa__176983__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e96c5b01e32f609ce53d830c57d27cc3e869c7f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000056-foa__176983__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000064-foa__235915__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000064-foa__235915__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b3a0a57bdaa1e9d88b4f54ca05d11a5ff9d80a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000064-foa__235915__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000080-foa__96386__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000080-foa__96386__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e07f64dcd5f0ccacff005dde47cebd8622f6d28
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000080-foa__96386__gt.csv
@@ -0,0 +1,6 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000080-foa__96386__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000080-foa__96386__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ff68e87a018fa37526e5d6f60cdc3bb19e040d92
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000080-foa__96386__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000088-foa__409512__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000088-foa__409512__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8f47fb297c6d2c037ce1832a69b13a50c4e94ecf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000088-foa__409512__gt.csv
@@ -0,0 +1,3 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000088-foa__409512__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000088-foa__409512__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9199ad829be0842328b0fda6ecf9cb8894cb85c8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00715-kjUg7BaQF1C__000088-foa__409512__pred.csv
@@ -0,0 +1,29 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000004-foa__235913__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000004-foa__235913__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d7c630dce27d17e3ab918599c7f81246dcf35aee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000004-foa__235913__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000012-foa__51316__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000012-foa__51316__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc49fcfe621f9aa0d8a2b5098f1abcf1a7e68af8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000012-foa__51316__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000020-foa__101186__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000020-foa__101186__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..800644c83b0821cec04413a7d1c9047094d71c84
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000020-foa__101186__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000028-foa__142638__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000028-foa__142638__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..32528ecf14436a46a25c3eefbc3d5c30a66de98e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000028-foa__142638__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000060-foa__328879__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000060-foa__328879__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2621e0e3d4646d630bfaf710adfc6fa4a18e769
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000060-foa__328879__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000068-foa__104602__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000068-foa__104602__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ebd286ea8680837420bb52a208b54bdc1ac58471
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000068-foa__104602__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000068-foa__104602__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000068-foa__104602__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5a64d215fe661fe6e72c0ab550bbd76b6cdd8e5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000068-foa__104602__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000076-foa__371786__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000076-foa__371786__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a15ec4af5104096161e9b297c88ec0e27bb2f897
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000076-foa__371786__gt.csv
@@ -0,0 +1,7 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000076-foa__371786__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000076-foa__371786__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..29941320c18ddc44849d4c1658acb3a35c3ae650
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000076-foa__371786__pred.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000092-foa__99859__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000092-foa__99859__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..87d50c808ebd6a679ff2ae16eb55eeda7a846546
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00760-5Poh4Qz68hd__000092-foa__99859__pred.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000016-foa__47013__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000016-foa__47013__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..83a79177bf807ec03fd4b1c8a07f2c11e2fd74aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000016-foa__47013__gt.csv
@@ -0,0 +1,29 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000024-foa__149966__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000024-foa__149966__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c6f9d9517f8fd18495778d1e6961599bec3a650
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000024-foa__149966__pred.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000056-foa__138247__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000056-foa__138247__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16d32e1d2f5816833bbaba6c390b2d12a9a31de9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000056-foa__138247__gt.csv
@@ -0,0 +1,48 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000072-foa__112380__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000072-foa__112380__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..702019e2023e271dd641bfeb5528dd34b73ecf68
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000072-foa__112380__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000072-foa__112380__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0a5e97a30229c8d38736337402092dc7eb280fe
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000080-foa__366930__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000080-foa__366930__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..01f698c4c89cd8505e86a8876c26a4ec203992b3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000080-foa__366930__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000088-foa__343397__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000088-foa__343397__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b7c85d28413e468bf3a899530f03c097ffe2c36
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00786-E9hxHD5h4FY__000088-foa__343397__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000004-foa__367499__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000004-foa__367499__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d2b2af3e500af70a49ca76695f0eefc0dea7de38
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000004-foa__367499__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000020-foa__18025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000020-foa__18025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..03b13b689ee8d2cef01a4a12ad87bce6711b6b34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000020-foa__18025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000028-foa__139087__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000028-foa__139087__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c0b3cde9671157172408765eba12e120081ec679
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000028-foa__139087__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000036-foa__414541__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000036-foa__414541__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c591275b11d89ef4d700282e8c1b2907ca4f470f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000036-foa__414541__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000044-foa__74433__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000044-foa__74433__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4cb9ee906867dc11f2a80b7260310e69bfb49d5e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000044-foa__74433__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000052-foa__201043__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000052-foa__201043__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..847b7bc9dc5795d25471d42929600d908387d7f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000052-foa__201043__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000052-foa__201043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000052-foa__201043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae76c54217be268ab4a8c9b6dd4ad1d49b2b3c03
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000052-foa__201043__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000068-foa__170894__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000068-foa__170894__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d2e1e59abdf0bbf05dd04d2f2c1b11879c8bd11
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000068-foa__170894__gt.csv
@@ -0,0 +1,3 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+2,0.7734,0,50,drawer_cabinet,19.891,5.084,3.126,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000068-foa__170894__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000068-foa__170894__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b5a4c1c6c0e632622a3ef29f0cd847b26ef82ab9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000068-foa__170894__pred.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000084-foa__209792__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000084-foa__209792__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..17c7e957d3acd298103e08de4c0b38e3cfb95992
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000084-foa__209792__gt.csv
@@ -0,0 +1,7 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000084-foa__209792__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000084-foa__209792__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7a3fa223a9ee07bfc19b3c9f715c2f6966f0c0d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000084-foa__209792__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000092-foa__111657__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000092-foa__111657__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..267d5e621b7384ed709f2304c364e788aadfcbf9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00789-UAByLdpaokx__000092-foa__111657__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,num_active_pred
+0,0.0,0,4,drum,129.99,11.764,1.873,1.0,
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000000-foa__348332__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000000-foa__348332__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4951db2a04874ced371364e3aea6b589f0d9c4dd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000000-foa__348332__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000008-foa__44312__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000008-foa__44312__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c105dccdc3daca8a5fed8f691a70217c2bf5c2a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000008-foa__44312__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000016-foa__141795__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000016-foa__141795__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fffadb7fdf31e1445376d73968e6cb5215fac2e4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000016-foa__141795__gt.csv
@@ -0,0 +1,14 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000016-foa__141795__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000016-foa__141795__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..acc108595da6acc79106ee507f7ff75f63b7f4df
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000016-foa__141795__pred.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000024-foa__20933__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000024-foa__20933__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bef0fde97a0b6d5cb1a61b0eefb5b28c46e431ee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000024-foa__20933__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000032-foa__160442__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000032-foa__160442__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d7ecbe1fbb84c73a551c0a818009687a01947e1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000032-foa__160442__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000048-foa__324515__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000048-foa__324515__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27337cb520d8ed7eafa9402d8cc1fcc30463eba4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000048-foa__324515__pred.csv
@@ -0,0 +1,29 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000056-foa__354058__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000056-foa__354058__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02372c3c4674f61a1f70a2719d8d3b8aae4e5d4f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000056-foa__354058__gt.csv
@@ -0,0 +1,27 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000064-foa__37299__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000064-foa__37299__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1a3c392fdd3766a51b19a7edbce4bea54e246609
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000064-foa__37299__gt.csv
@@ -0,0 +1,23 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000072-foa__57130__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000072-foa__57130__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..82be1abc2affb8fa24e373deacfd78faea4e1f47
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000072-foa__57130__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000080-foa__135698__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000080-foa__135698__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..351cedcfd40c457b60075c58afcc9447aa9cda2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000080-foa__135698__gt.csv
@@ -0,0 +1,13 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000088-foa__374112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000088-foa__374112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..312749a55ee5a361d10e37b2249bd29161ca1615
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000088-foa__374112__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000088-foa__374112__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000088-foa__374112__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..80f041657fdae5986923bdc7793501b25e174e2a
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000096-foa__34332__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000096-foa__34332__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58504a6f2615f884f875c9c45ed76dfe3040d00d
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000096-foa__34332__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000096-foa__34332__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dc335a862fe74eab18bea8d3b8bb7c09944ccab4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00791-JPMDv7zL4bF__000096-foa__34332__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000004-foa__389599__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000004-foa__389599__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c48ddc431a2659340f484cbc34851d4c4da34ffc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000004-foa__389599__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000012-foa__379094__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000012-foa__379094__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6194987eb9d6d2164c62542715afa05225e04229
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000012-foa__379094__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000020-foa__431805__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000020-foa__431805__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..274ea1ab7cdf24e9fee8e2ae1f5e5b18d72ad6f8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000020-foa__431805__gt.csv
@@ -0,0 +1,10 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000020-foa__431805__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000020-foa__431805__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7128d1c972e2173ec86c3cba485e23e16415929a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000020-foa__431805__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000036-foa__411370__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000036-foa__411370__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f1b3b69ef382a30f8bd9427a96d0f5bc197e5e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000036-foa__411370__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000044-foa__184622__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000044-foa__184622__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3b7c3d0ec59815ac38d162a8da5fe74aefac39c6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000044-foa__184622__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000052-foa__374127__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000052-foa__374127__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2c07180c98d55bbdc37874374d78a7a07a05166
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000052-foa__374127__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000052-foa__374127__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000052-foa__374127__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae0f01c9f233ad3106364cc4594837b938029c58
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000052-foa__374127__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000060-foa__326331__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000060-foa__326331__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b1bced29f12122179f42d2cc5b33e40a4945e5a2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000060-foa__326331__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000060-foa__326331__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000060-foa__326331__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..964acf1ce4daa34b545772072401d0a7da9efa40
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000060-foa__326331__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000068-foa__274327__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000068-foa__274327__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..94238e30b17478cf9641acb004e155bf827f08f4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000068-foa__274327__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000076-foa__324230__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000076-foa__324230__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4cd2ab1d93bf92a851e1cd0fa3f1a45249f467ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000076-foa__324230__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000076-foa__324230__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000076-foa__324230__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a0ac06c9ceb0d18f2ec14f5aa8e3d0f220dbb3ff
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000076-foa__324230__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000084-foa__169937__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000084-foa__169937__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d81af08811731a02214672d4f29153defd52055
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000084-foa__169937__gt.csv
@@ -0,0 +1,20 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000092-foa__138111__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000092-foa__138111__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..692959a48b34fd406584dcac0e19ae62dc07437c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__hm3d__00793-NRsmXFcVTbN__000092-foa__138111__gt.csv
@@ -0,0 +1,22 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000000-foa__255263__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000000-foa__255263__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..543fcb5052b9b1df1ac9bed4da79666642434897
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000000-foa__255263__pred.csv
@@ -0,0 +1,21 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000016-foa__346956__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000016-foa__346956__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f440b0f4271e68bb3a133a0208d6743dd2727e54
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000016-foa__346956__gt.csv
@@ -0,0 +1,6 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000016-foa__346956__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000016-foa__346956__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1418fa83b2a75e7f5c539fff86020eadae55b32e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000016-foa__346956__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000024-foa__260951__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000024-foa__260951__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bec06d261483bc68e71c412e0f3da9e957bdd428
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000024-foa__260951__gt.csv
@@ -0,0 +1,3 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000024-foa__260951__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000024-foa__260951__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7206b4de785bfd11b2b52163742aa8ee7145c6c9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000024-foa__260951__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000032-foa__352331__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000032-foa__352331__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a10f6e2183679b0b8e13210a0dcf1de24ecdf531
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000032-foa__352331__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000040-foa__246363__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000040-foa__246363__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e309caa0fab5b079e88644f95c550042c518f3d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000040-foa__246363__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000048-foa__387957__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000048-foa__387957__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc43817ac0f6ee0c183e98523e900accd1bc2441
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000048-foa__387957__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000056-foa__319363__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000056-foa__319363__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..050ac98dd5d1a774ac29163d69d8fb8376c3792a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000056-foa__319363__gt.csv
@@ -0,0 +1,4 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000064-foa__108332__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000064-foa__108332__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b5d8fdbc657de97b06d6ab47715977b1e43875b4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000064-foa__108332__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000096-foa__108523__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000096-foa__108523__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3544bbf4a7917f91d9ee1d1f0eb62de9d9fc5b18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000096-foa__108523__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000096-foa__108523__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000096-foa__108523__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b001774cf54bbc879b6c94cadc57ba92c4b46b54
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__JmbYfDe2QKZ__000096-foa__108523__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000004-foa__265982__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000004-foa__265982__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..978edbc42b200de655f583116835ba3207736cde
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000004-foa__265982__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000020-foa__115833__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000020-foa__115833__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da384ab0abf063e42f65be3cc184387a99c83b2c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000020-foa__115833__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000020-foa__115833__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000020-foa__115833__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7777cd5519d7b19485795468eb1e51d1012b397d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000020-foa__115833__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000044-foa__135400__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000044-foa__135400__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..856c3316dac6dfd1485e173cbc1d5ec8fce49517
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000044-foa__135400__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000052-foa__431390__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000052-foa__431390__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1379fff490d3250c8f1af2c348bb01cd6fcd11c8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000052-foa__431390__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000052-foa__431390__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000052-foa__431390__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ccbc568161b1061a5d09e3e04eb7a861e5fd05e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000052-foa__431390__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000068-foa__131876__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000068-foa__131876__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bddadaec6b908017ec12d92146864755f88c40f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000068-foa__131876__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000076-foa__338905__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000076-foa__338905__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ee174d0b5f9f119506eb72821d84721ed99dee5c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000076-foa__338905__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000084-foa__390889__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000084-foa__390889__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a73f7bddd12c86661149cbbffbc4ff1bec1f9fd3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000084-foa__390889__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000084-foa__390889__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000084-foa__390889__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..15003358629a929475d8e50353cfdd040ce07ae1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000084-foa__390889__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000092-foa__152367__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000092-foa__152367__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c99b2a405a00b017dcd045cda12d78b16dbd821
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000092-foa__152367__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000092-foa__152367__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000092-foa__152367__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..45d119b2ddcc001d0c3b19b26c9375211f398742
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__VVfe2KiqLaN__000092-foa__152367__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__dhjEzFoUFzH__000016-foa__415380__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__dhjEzFoUFzH__000016-foa__415380__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e27930fa9a618e478ab64c106e84aff14b39a8be
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__dhjEzFoUFzH__000016-foa__415380__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__dhjEzFoUFzH__000032-foa__183553__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__dhjEzFoUFzH__000032-foa__183553__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f02f28450fe763d894849fd7f27fa7b811d172c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__dhjEzFoUFzH__000032-foa__183553__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__dhjEzFoUFzH__000032-foa__183553__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__dhjEzFoUFzH__000032-foa__183553__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..49f4cf3a68dfbae3c179e387c3ce05faed700cb9
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__dhjEzFoUFzH__000048-foa__99860__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__dhjEzFoUFzH__000048-foa__99860__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fee2a13134bf90e3c16032720b1ce494220aa0b0
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+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__dhjEzFoUFzH__000048-foa__99860__gt.csv
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new file mode 100644
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__dhjEzFoUFzH__000072-foa__378646__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__dhjEzFoUFzH__000072-foa__378646__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61830636781bb269fb7a79fa1d691bfb3be49a2c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__dhjEzFoUFzH__000072-foa__378646__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__dhjEzFoUFzH__000096-foa__389602__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__dhjEzFoUFzH__000096-foa__389602__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f45a33436a00ac7a7a5515d1bf9058af89af37d0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__dhjEzFoUFzH__000096-foa__389602__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000012-foa__338897__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000012-foa__338897__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6038638f40993c474938b4cca362324e6ff652fd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000012-foa__338897__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000012-foa__338897__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000012-foa__338897__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b38aa242bac3ed6dd3f1d926cc957b31dc1a27b2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000012-foa__338897__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000020-foa__90860__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000020-foa__90860__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d2e5b9db350cc8ec28df6960925d87ac535f8e75
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000020-foa__90860__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000028-foa__369056__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000028-foa__369056__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fe806a74055fbdffb9f7002a713538a42fcf56a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000028-foa__369056__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000036-foa__411576__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000036-foa__411576__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f5afacb81163dda3811b01a9a0b2b12f37449bac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000036-foa__411576__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000036-foa__411576__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000036-foa__411576__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a0e1b347ded428b2e269d641c1f6b3f57b0f82e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000036-foa__411576__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000044-foa__389238__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000044-foa__389238__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7681127eca3cd425369d63eae754e0bfc017d135
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000044-foa__389238__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000052-foa__339700__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000052-foa__339700__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e5de5929c02369b734e3d7ab3422acdda5779ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000052-foa__339700__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000052-foa__339700__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000052-foa__339700__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0af42eb07a42874d9e4254cb472b17c97577fb61
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000052-foa__339700__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000060-foa__264529__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000060-foa__264529__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0cedb373dcda09cb3a7b9a4a01fe245c49c9e267
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000060-foa__264529__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000068-foa__46390__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000068-foa__46390__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bcefac7bd6c41d20ca5361cce1dee754f375fccc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000068-foa__46390__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000076-foa__25770__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000076-foa__25770__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..80f519d63a0b01eabf4dfdf06512fee8e69ae8ae
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000076-foa__25770__gt.csv
@@ -0,0 +1,12 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000084-foa__395042__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000084-foa__395042__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..016b6b73f3635608a6d0fd50a0733c4844c912a0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000084-foa__395042__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000092-foa__277253__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000092-foa__277253__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02a70b221f8142aa9f1d10485982058b26a83508
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__mp3d__qoiz87JEwZ2__000092-foa__277253__pred.csv
@@ -0,0 +1,25 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a82ff0247361c1bf2e14645f2dc89bb4ab80187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000000__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fde535495ddbb1f90513fc39b2abe8c7b4986091
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000011__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2cfce712497c738a619c20756933db55cb2f5fde
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000022__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d35008d1a3202025eab6ac212af2465193efdf1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000031__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e534405748d109d8ad1f7a4d52b3a0b9dd5945d0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000043__pred.csv
@@ -0,0 +1,125 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..95a387f87e51027d8982084c66b612feee860030
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000084__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c984de836e5645ac4dbbb3875fe510a1a0d08053
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000119__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..00105a5b432912a0187c296fb4424acf5287e6e9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__gt.csv
@@ -0,0 +1,8 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..29f3a92014588419096f29c3a3bb3fa093f086be
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000129__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fede51d9bda82de39dbc5ece58e4b0b1644df55e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__gt.csv
@@ -0,0 +1,25 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40478c93c2f96552663301ef7baa0facf3472047
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000139__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da8afcf840e8b9a3c159a7225bd6799e9b6b0b9b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3370426ef635282e65a1b84717b6069767e398c1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000147__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2bceb51b40df03d51b4fdba82fb9b8dba9f0d5c7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000156__gt.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000178__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000178__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c70876a196930fa64b53f6113a351d598644c7c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000178__gt.csv
@@ -0,0 +1,15 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000178__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000178__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b51393d8b6ab5c8d83b40a98ac935705df834378
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000178__pred.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000189__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000189__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74738218480cf130db441126db3ce7875d873f3d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000189__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000201__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000201__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..34020b693a553d9a88706c146f9fd882ec1691a9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000201__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000209__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000209__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36f16ab709ac91f4a489ec244eb997f816bdfdf7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000209__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000209__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000209__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..17493a6833f08d9df63c3baedb542e39c9d43779
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000209__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000221__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000221__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36869db4adb187405f5e1e253a755d7af0725e8d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000221__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000232__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000232__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8866c415f4616afd2bedb53250f3c9c6dec43eca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000232__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000240__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000240__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d8fc0fcf683a197c0477d064eedd1f56a49ae99
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000240__gt.csv
@@ -0,0 +1,80 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000252__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000252__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f62561269f6022b7c73f93477d4e2e6caa9a97a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000252__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000261__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000261__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2e3831d67b0b5c6725fd4478e749b45fb79560b3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000261__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000261__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000261__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2b53c04292b29cf722f85fc337b5df1b45bc209
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000261__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000272__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000272__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dba248ed236aaa2b1bd5a36681e602abbbce2bb2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000272__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000284__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000284__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..05b595fd2b4fe0d08c69fd3a4e6de77750599df5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000284__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000284__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000284__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..01928e19608e3538a75979c8cb6d3b7b448fb171
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000284__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000295__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000295__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce91f1c31e7abc615a4597f2a759f9b41cae5c98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000295__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000326__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000326__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b5a96c1e9abde02d3d686a6dee5ad3a449026c76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000326__gt.csv
@@ -0,0 +1,80 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000335__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000335__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a7102ab3f11be28cd60cf18328ce550f28e29adc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000335__gt.csv
@@ -0,0 +1,46 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000346__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000346__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..22c9355f7724a52146183a711ee046ab11d49cda
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000346__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000374__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000374__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..98f5a80396dce9fd8e298567e051662e4f157755
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000374__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000385__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000385__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d36a0872d0e9fbb94735f750462b795b9feaead
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000385__gt.csv
@@ -0,0 +1,47 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000385__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000385__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1f7e7100ea4546302a183847de8cf6829434b865
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000385__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000407__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000407__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..25fbf372b41277395049e164ebbc56d8d1173903
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000407__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000418__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000418__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b22c6b17b641db32a416171e340b03657a4e8535
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000418__gt.csv
@@ -0,0 +1,83 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000472__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000472__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cf827453aee7c9ee60afddc12493b70445206cec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000472__pred.csv
@@ -0,0 +1,121 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000481__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000481__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..63cc9c270aa28c2eb72bbc47a6eec87657982cde
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000481__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000489__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000489__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f850a230e4ace7d8a4f499a2af1aadbcf0e36093
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000489__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000504__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000504__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d3f19466853ab81cdc6db253c87a6393e8b1330f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000504__gt.csv
@@ -0,0 +1,66 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000504__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000504__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..20085cd5130c83a9e89c6fba54eecbf366b5e148
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000504__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000515__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000515__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93e3d20e268810249f11b8ccbf20159414e56470
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000515__gt.csv
@@ -0,0 +1,47 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000515__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000515__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ae204baa05d7ac7679552eed899e0707199fb53a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000515__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000525__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000525__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f817b69e410d8bdd5219769a692e89cea5033ad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000525__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000535__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000535__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f190ba41ff28f423108f4ef319e919d1af400d5c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000535__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000543__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000543__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..573572b4e5e3e025be6a5d95978ab94352125892
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000543__pred.csv
@@ -0,0 +1,109 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000555__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000555__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c21778e2ae6349ec0fdb789155736ec98a432b7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000555__pred.csv
@@ -0,0 +1,133 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000564__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000564__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..250ea66926a0889b15a42c3b96706ff66115af8c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000564__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000588__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000588__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e7d94ef95581ea81be38ca1c2cafa13ca143ec7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000588__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000612__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000612__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4807185a94a6154d5a46d8421da6518d92e75ba5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000612__gt.csv
@@ -0,0 +1,36 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000622__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000622__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6bd6584d63bd16228829628c135b8e48a8e9957d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000622__gt.csv
@@ -0,0 +1,84 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000631__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000631__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7018ed62aac3ac525b467b709c96228dfd4e555
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000631__gt.csv
@@ -0,0 +1,34 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000644__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000644__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..26f7d87cddc85798ff3d12d6f8c23d8acd9a36f2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000644__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000644__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000644__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56fd5df848f502748518002aced662b4e80953de
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000644__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000682__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000682__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b36833662f8d15860caa7b6e9be73859ef5318d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000682__gt.csv
@@ -0,0 +1,22 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000682__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000682__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..040e9a251d6e000609214effb0133a8cbdb0c04b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000682__pred.csv
@@ -0,0 +1,89 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000692__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000692__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c10049514207b388db767fc459781844122ac837
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000692__gt.csv
@@ -0,0 +1,30 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000701__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000701__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..34e2e5c786312f541a73f0d4f2e753c5da0f1c5d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000701__gt.csv
@@ -0,0 +1,31 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000701__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000701__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c4767fafcc35fa858cdf9c23913c74d61ed8432e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000701__pred.csv
@@ -0,0 +1,93 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000711__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000711__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d224c7b42c4d5a19f841b5e709b6b7a414a4cdd1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000711__gt.csv
@@ -0,0 +1,15 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+5,2.0106,0,21,footsteps,-22.432,7.786,4.907,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000722__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000722__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7663a46446c1f04e752a43562fec83c9f83b1b8a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000722__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000733__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000733__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc0c286495ac7a7e6b653d386748b9313b611f9f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000733__pred.csv
@@ -0,0 +1,141 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000745__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000745__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2c8173d2afab716ee0573acc48243301ac475a52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000745__gt.csv
@@ -0,0 +1,29 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000757__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000757__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..05fb6857ae0d91bf3f5062fd5baf0d98a0b48ef6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000757__pred.csv
@@ -0,0 +1,57 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000770__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000770__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f3662a84b333696692767c95477fe7dfc8396f4c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000770__gt.csv
@@ -0,0 +1,48 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000770__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000770__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..72a4fa0d271cc394dde022781eec57eddc5355df
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000770__pred.csv
@@ -0,0 +1,189 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000782__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000782__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba6e83c3d7471f96959a70b1da3b6e897ebcd221
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000782__gt.csv
@@ -0,0 +1,95 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000782__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000782__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e83656758eb1fed2ccefd9c288522ce80643d0f5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000782__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000810__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000810__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ddadfedff5e92d17c6638822e560e0ab6ac0329
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000810__gt.csv
@@ -0,0 +1,71 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000810__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000810__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74047c1dee3d7dbdfd22f387aa2b9c5925621696
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000810__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000846__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000846__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bfc7f2517fff37a106b20656ac3f064ac578f400
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000846__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000846__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000846__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5550d008cd91fd391c1df838187a623690744936
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000846__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000854__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000854__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aa9c6663ca7585a2006508d2d381536d38d192ee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000854__pred.csv
@@ -0,0 +1,185 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000888__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000888__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7047d8a9f37a2a2d7c725652a24050f9875f1315
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000888__pred.csv
@@ -0,0 +1,105 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000899__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000899__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6bf5c8d8334053b18852353254e880f240b554be
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000899__gt.csv
@@ -0,0 +1,27 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000912__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000912__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea7503dc810e64a4a62b6b376bf9becd30b766bd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000912__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000923__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000923__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2990d0e90a6f464658d2f6782823efa10a8218c0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000923__gt.csv
@@ -0,0 +1,34 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000923__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000923__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7739e8a00748ea6175fac4ef83ab9ea6285129b8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000923__pred.csv
@@ -0,0 +1,153 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000941__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000941__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad6a9edf54c62d1b2e733fca15ec0459f8aff356
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000941__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000952__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000952__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ffdf9ba2676369be082be47110775c9a850aaea5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000952__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000952__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000952__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bc67568b229979c4132287666e1f837301d441c6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000952__pred.csv
@@ -0,0 +1,149 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000961__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000961__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec68789bae4a9c83987d2cba3f4644da8ede7918
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000961__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000975__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000975__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..76d19822cf7948d0d029a4f33c1e99e3a5a9217b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000975__gt.csv
@@ -0,0 +1,63 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000997__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000997__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5cf07988a4533fe22bc2516f446746eda22f67da
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_000997__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001035__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001035__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cea905c2df5a0a35154bd40bb4a1febc7658b268
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001035__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001035__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001035__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eed7cedb8c7b0dae109a276449abd26c380b3bd2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001035__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001054__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001054__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..952358e0e2b74fff4006cb4bafc895ffe6fe3a4a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001054__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001069__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001069__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5af999a1fbaee7ff8b9acdd62416e560b29c77a3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001069__gt.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001069__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001069__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7703c75ddb2da6cebca15345a41dd828f7095023
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001069__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7a2e7aeae146fb7a0d4558805bafaaca4f085b18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001079__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a2f6a67cd2035deaf41f47f2bf7603f6393b9238
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001101__gt.csv
@@ -0,0 +1,96 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001123__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001123__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6d289aba714b23de39cea36e4c73c602444542c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001123__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001133__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001133__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..205b2f0c713228d8655472cc60584747c2285463
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001133__gt.csv
@@ -0,0 +1,42 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001133__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001133__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d306645f76c110c556c2a77f84d1903573c1ffc9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001133__pred.csv
@@ -0,0 +1,157 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001154__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001154__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec9d0d61b6716484f6ff547bfc208d58ba1e6f7b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001154__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001165__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001165__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cefef82b5ec5c280121d9fbb5748fb20df3ea580
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001165__gt.csv
@@ -0,0 +1,63 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001165__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001165__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f890c0ade633b255434edc784a4ce920610299f2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001165__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001175__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001175__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0385254150f70c0db2bba4398d69fc9365ccbf01
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001175__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,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001188__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001188__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66659736402d6724431acd4ea6fe8db6fa9b47c8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001188__gt.csv
@@ -0,0 +1,61 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001201__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001201__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f3fd0b9f4a87aeedb248911184f9601b0a3f28f1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001201__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001201__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001201__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..25029a2b1369269f31720c605d10bf447a14bc45
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001201__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001209__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001209__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f3f546480fa940119a86797362f52a3bc0e38afa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001209__gt.csv
@@ -0,0 +1,83 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001209__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001209__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec313a8e86f7f57e54d7b8c0c60fd4510dbb72c6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001209__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001243__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001243__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44a5229f97ab3862d05932e3a7a2dd5b4e2afcd6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001243__gt.csv
@@ -0,0 +1,13 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+1,0.4041,0,42,tearing,65.273,29.024,1.527,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001243__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001243__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f538ee7808f1ad83d836da292b0c33b1176d6333
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001243__pred.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,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001254__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001254__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..acdfd9d17d03b4b83787bfda628f97d8faa2eed8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001254__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,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001264__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001264__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..465a8a8525a04cdbf6566fa33adba5afa52194e7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001264__gt.csv
@@ -0,0 +1,59 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001264__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001264__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c436e91693faccb2755b37a734e766a597f541f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001264__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001272__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001272__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f3ae63b8b94c90dc1ab2f2db6784f5d5d68ac242
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001272__pred.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001308__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001308__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0665a784664ae7a675926758c9e1ea61cd50fcfd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001308__gt.csv
@@ -0,0 +1,63 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001308__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001308__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..758e150016cd71566ba677562a837d2a2ef2d78b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001308__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001318__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001318__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..16eff8586fada50efcf05bed765f7e12e51f08ee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001318__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001318__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001318__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2dda6153e9de77cb09494f9df97c96998b073eb6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001318__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001327__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001327__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3e55b376be1514ba652927ed7069ea728334429b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001327__gt.csv
@@ -0,0 +1,60 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001349__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001349__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c7c6f4bf907b9e627b5713b861ddb926a01866e8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001349__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001358__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001358__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d014abe67bfcedf9391fc6356af2f70d9992cddc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001358__pred.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001371__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001371__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d231e38a29c312b5f7b5a4a7e655a158119bc40d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001371__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001383__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001383__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a34aae4e1209ed749f0085142be94d07471923ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001383__gt.csv
@@ -0,0 +1,48 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001395__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001395__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..726c29e36b3771f2bddda781d07f25eb331006d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001395__gt.csv
@@ -0,0 +1,55 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001395__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001395__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fc0a237aeed96c9f82614cf81e7a58c0b9f6076c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001395__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001414__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001414__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..85c2eac1541054df66c3d00956679f82a8ea282a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001414__gt.csv
@@ -0,0 +1,78 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001414__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001414__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a508f09526541a6a6a09178d46ac2ab9ec3bd41c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001414__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001437__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001437__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fbd85da80a4aba369080020662f81e0ca7c67ee0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001437__gt.csv
@@ -0,0 +1,50 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001437__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001437__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a909705c80a3052ef6aadf7007837a0a242977f3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001437__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001458__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001458__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa20d2789f296012a0cd576701296123b9fee22f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001458__gt.csv
@@ -0,0 +1,64 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001470__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001470__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e7beb66eacd86c4ee0d1baab06b1e61df0ca3a3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001470__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001481__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001481__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..88fc3b34a4b9d36d9e98eac1e0e88035e1ff5812
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001481__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001481__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001481__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4d714af2b2d47a31d95369421597353c3c5f67f3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001481__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001493__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001493__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8aab4d7b4dcd24321dd090457ba2f1040f203eb3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001493__gt.csv
@@ -0,0 +1,23 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001528__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001528__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d63e0b4ff8d581628fa189ca41019fc098daa52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001528__gt.csv
@@ -0,0 +1,69 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001528__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001528__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c2994274e2392c35effec025c1e3989ce1160f00
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001528__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001539__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001539__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c9d7fddaf8507eb30cb061a676767dc653dce9d4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001539__gt.csv
@@ -0,0 +1,86 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001569__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001569__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1af38435a02834039ca7954c241a4781188288e8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001569__gt.csv
@@ -0,0 +1,27 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001582__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001582__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02ebdde133c2497152d7c758955de031a35e7c78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001582__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001594__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001594__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..983da4fe3e50b61a9f1ac56bcbc79ed763624de0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001594__gt.csv
@@ -0,0 +1,37 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001594__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001594__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c5e99ae9abfd1824820477bb1923fd9bd0b1030
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001594__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001605__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001605__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5331aeb4bfa38c3e1d1db6c1a3a02656043fea64
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001605__pred.csv
@@ -0,0 +1,117 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001627__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001627__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..64411fb365ab837253986cc5fae43deee4318875
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001627__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001640__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001640__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5084ade7f888e457656d8f2a64d3f5f7a31e663a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001640__gt.csv
@@ -0,0 +1,47 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001640__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001640__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e27f89e2f7d14b9855f48df6de7a092d60ab83c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001640__pred.csv
@@ -0,0 +1,177 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001650__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001650__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f6e42ff352041b5c3bfebc9de5aaa8c5b085b64c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001650__pred.csv
@@ -0,0 +1,137 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001663__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001663__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc912321954790901a6b0eeffefb2d23e1385b66
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001663__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001663__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001663__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d14bfbc12cc9b6ec74c34f4a9f376e411eb428d0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001663__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001687__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001687__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ada94f23d02bf619bfe4981ad0f528663b25caf7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001687__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001687__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001687__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..496fffdf6e27f2d4f5c1af87c0e690a0978935fc
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001687__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001698__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001698__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1342e498770640a1bbb52e778020c37e56491309
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001698__gt.csv
@@ -0,0 +1,68 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001708__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001708__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd15d1c7df586e9395ae27ec35fc2d09a7dfcaab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001708__gt.csv
@@ -0,0 +1,66 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001716__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001716__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..144009faf759afc35dc1033b902d10621f0ffe98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001716__gt.csv
@@ -0,0 +1,37 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001716__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001716__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5b4baf142b2f2eb02fce9fe8e3bef55bb746abb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001716__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001726__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001726__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..71479d1fa8f35849d56e95b857184df0e3d65db5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001726__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001749__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001749__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..155054b9b1ecc0d692d6154a89554b16b92b9a41
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001749__gt.csv
@@ -0,0 +1,56 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001749__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001749__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..888fbf5ad425b572b09a3be5c1cc93e3aa615d9b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001749__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001761__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001761__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef3ae4d41a4aef034183d2a80a31ddb4f5efe073
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001761__gt.csv
@@ -0,0 +1,21 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001774__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001774__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0b86bc5566b1540c85427d8a9f52734599c26f60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001774__gt.csv
@@ -0,0 +1,12 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001786__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001786__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..919ef598528a9aebe811b5fad267013fdc6e83aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001786__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001796__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001796__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aa17d475227df3f580b8000f796b984f4cd89187
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001796__gt.csv
@@ -0,0 +1,52 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001808__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001808__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7444025a733bb914a5896af1f45757e81297b2f3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001808__gt.csv
@@ -0,0 +1,32 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001808__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001808__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..434c7cba8c561bc67d0776411f2d88925d39df5a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001808__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001820__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001820__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e3db9e76f1f030a6da6361cce7fb2ae6a6a6d327
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001820__gt.csv
@@ -0,0 +1,42 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001820__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001820__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da9a788e0612c7bb7909fa7b5c37121d7cef1698
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001820__pred.csv
@@ -0,0 +1,141 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001835__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001835__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5c5dea4c9a7fed11ac3277e33dbca75bb0743c28
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001835__gt.csv
@@ -0,0 +1,46 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001835__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001835__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1914fa08bbe04cc16f8a5e391b807d80839395bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001835__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001846__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001846__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d788e1c6a713089dc47c7756a7746f4b780e5e27
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001846__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001878__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001878__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..601d9681743b8f31438669c18b02a5f3a1f0d83a
--- /dev/null
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001889__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001889__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c490780d7757ba604d8aff01438fce1a9aa9292
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001889__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001889__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001889__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0e82bee828bb37769d25f7bbc8269a03140cc2c5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001889__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001900__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001900__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5d6feb5db33b42cf06d581c3bec4b7e60a861b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001900__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001915__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001915__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9d85303e32ac0be417d61154d7dc371b9926ed79
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001915__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001915__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001915__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a91c6d3950ade9c04a75c530e02daecf584d64e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001915__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001927__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001927__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e2231a8569b2d08d5d9bad8c60e5990210ca820
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001927__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001938__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001938__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4feb75d356cf0469006ef8361d6ae34931683929
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001938__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001938__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001938__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1ba58d33df550dfa853af0a79a1eed8e1d21a666
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001938__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001949__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001949__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..671796b02a5462e66c0019ec97ff32ecf9dd117f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001949__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001949__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001949__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1dc38ddf63abcd02e50db2e04caaa2cc85841d87
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001949__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001962__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001962__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41bea0c7c9d36ba3d2b5dc9f117dca497a800a08
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001962__gt.csv
@@ -0,0 +1,52 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001973__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001973__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d85aad3a19f24af472f3e9176dd1555e2dfe8f8c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001973__gt.csv
@@ -0,0 +1,64 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001973__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001973__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef5a47e1131493fdcbec606b6e5c42da31e7b69e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001973__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001994__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001994__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1545cbdb9828bf7f9cfb8cfa6b021f5a3326c120
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_001994__gt.csv
@@ -0,0 +1,44 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002015__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002015__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7dd9d5fdd2b76c0dae0ff66abe2245585593e5d7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002015__pred.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002039__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002039__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f7dac7ba5408d409ccf43e4e8963dbba0a24f3f6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002039__pred.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002068__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002068__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2ea079bb73c1fef0ab9c638358c9eb3f1c36947e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002068__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002077__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002077__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..278b72ba381b36fac1a2618fefa43e7dd3198dbe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002077__gt.csv
@@ -0,0 +1,52 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002077__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002077__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a83cc711f94d4fe6bddc82a62e57f3d052b088b4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002077__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002089__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002089__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fa10b9325442438e35b963d5729fa0659f027baf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002089__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002098__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002098__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24c1c224988ebd1ce5eb9e883ecb6ab40be73e21
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002098__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002098__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002098__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb46a54c10aab2b51c76c0575afb706217ec9b10
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002098__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002108__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002108__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af5c929b80e47716565fc8b9badb1d7f63b5447d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002108__gt.csv
@@ -0,0 +1,16 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002108__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002108__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d517bb791dfe4ebdc8498d10ad1263d84b8a316
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002108__pred.csv
@@ -0,0 +1,81 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002119__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002119__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3906606fa1651ae24c53b01c3fbaa05faa9a5b00
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002119__pred.csv
@@ -0,0 +1,133 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002128__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002128__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33a764b44e21baa91b227398fa0ddedd66a88b8e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002128__gt.csv
@@ -0,0 +1,20 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002128__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002128__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41f31598ca056a1b0362ddd91a626cc28da3baa8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002128__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002148__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002148__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f7b6309b0f29a23fa5548670cdaa9e0f2742c9b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002148__gt.csv
@@ -0,0 +1,48 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002158__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002158__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..368d5dee86f69ecd32625eb06a3dfb65133237ba
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002158__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002158__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002158__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2562a19b9c837d206f0971db710d5cbb1b47393d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002158__pred.csv
@@ -0,0 +1,157 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002169__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002169__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0bce17b856e29353da194263ea22782a4c420d18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002169__gt.csv
@@ -0,0 +1,30 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002169__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002169__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dbbf2f4f0cd7799f8747956f12c99590ed9179a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002169__pred.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002180__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002180__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1de7956be5f4331e6e15863b298920d43a5ce291
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002180__gt.csv
@@ -0,0 +1,64 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002191__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002191__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c35db8c654b09c9bf69b5e2ee6f5bdd5a3a69f6a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002191__gt.csv
@@ -0,0 +1,34 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002191__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002191__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..59ab322f87f4f34ee19fb11b528a7b75f80b285c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002191__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002205__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002205__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eabb6f39f4dc1ed686bc2d6c766ba9b85eda24c8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002205__pred.csv
@@ -0,0 +1,153 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002241__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002241__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d00524964311802eed434119fc6342008440f019
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002241__gt.csv
@@ -0,0 +1,66 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002250__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002250__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99908ad70aa67fe900f9813e5d620fee5f8a33f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002250__gt.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002250__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002250__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13269d62772c5f15a18bffd34e7a3903fe1895e8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002250__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002262__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002262__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..17dd82b1becc24d6433382d72edaf39580572cb0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002262__gt.csv
@@ -0,0 +1,36 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002274__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002274__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..51dff8bc5f7bf79cc2a7e5019a45b8c674b4a718
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002274__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002285__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002285__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..790b693ce06872067314b8f8a52e971b379d5794
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002285__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,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002306__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002306__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dab69fedd1225c360d5cdfa2945e49b2b002b37c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002306__pred.csv
@@ -0,0 +1,153 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002323__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002323__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..007140e35e2757193729ad19e686a4c54f6ab1aa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002323__gt.csv
@@ -0,0 +1,64 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002323__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002323__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9cbdb4b3defe177d1e56505efd858bf7fe9ae0b6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002323__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002332__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002332__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..230f33ae48c9e5c146208cf8ddefcab643633248
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002332__pred.csv
@@ -0,0 +1,129 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002353__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002353__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e5c45fcf7e8ddb00defc4d40ac176d13691cf76b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002353__pred.csv
@@ -0,0 +1,173 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002366__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002366__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19f41724ecf1701336720a0617f923bd42195c2a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002366__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002390__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002390__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..855d00fc58a014755a54e4dd837c7d65b945bd24
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov2_002390__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..25f1fe5ddff9efdc208bc99e6a0ce3fdd69ed82c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000004__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..38a8ca2e13e67a7c0ca1096f26dee048250ca534
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000012__pred.csv
@@ -0,0 +1,177 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c35dd7e3befdbcde4229c622a6f2182be445d913
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__gt.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb344514e7eabc6535f4c6118add7570ebf525b0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000036__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b265239a808609ec1b4d84c06ca504fec11e8a05
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000079__gt.csv
@@ -0,0 +1,67 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd8528835da4820f3e7952814baeb48ada31ea98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__gt.csv
@@ -0,0 +1,70 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0db1584e865de5e49e050bafab49c5b4176b0870
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000101__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b3df9971d3290d4709d3f5430e7356d5145cc76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000112__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bfbaaafc11bfcea97af499dd17bda574c9be803
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a0521bb0f7b1eed24a5a6ce639c47a7efb7c700
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000126__pred.csv
@@ -0,0 +1,49 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..33ffc3113cb1a48a809e986d6d41ddd4827b9cad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d9fce415e8e9c0ccd18536f1e72f4c67238d91f3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000136__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9bce788651913a86a656411137b910ab900f8a9d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000177__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5602b6de2813e164d9799c5baf2dc8b672179fad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4ebad5f8e9fcbc641889c747b1b5b83f8223ccec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000194__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000202__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000202__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..459c417e388608ce060f06dad007f97ba7f9ca59
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000202__gt.csv
@@ -0,0 +1,63 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000202__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000202__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..48cbcd931f579229e90118cf168e92773cfd5ca5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000202__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000227__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000227__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7523b11ec9b4575f81cbe229e904878845a552c9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000227__gt.csv
@@ -0,0 +1,98 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000227__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000227__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bc311237cfe811ce9bdfe69888685573ea08f10
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000227__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000255__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000255__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ca9244e547095ee885aa2bddf3a2e2c5d991b3c9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000255__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000268__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000268__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dccf06da97fd3abf2a346c7c6421387ffbbf4d93
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000268__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000278__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000278__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe4c07c1e878b3082a5c052dc53e9677c8c58cce
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000278__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000293__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000293__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0d46ff4b629fa47e3c644ee488d298156e3d8d12
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000293__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000303__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000303__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fd79b7fe2c01757a2af2a02fb9f1a40ce8bc40c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000303__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000343__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000343__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1264abfba6f3d2bddd55f9b86490eeba65240a25
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000343__gt.csv
@@ -0,0 +1,76 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000363__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000363__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..179f2506fabed59d5a9c63ca2c294c75f5ac6cab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000363__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000390__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000390__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc57897d9001136141aff8bf155c699e39cb161b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000390__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000406__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000406__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2eca16490543b913dadbb1e5f669799fc5978110
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000406__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000416__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000416__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..53846af31682490c4717b06ab820d4fc69d6e0b0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000416__gt.csv
@@ -0,0 +1,85 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000426__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000426__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..440063d25e73e00e840e0ea9045b272efaa04f76
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000426__gt.csv
@@ -0,0 +1,22 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000426__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000426__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aaa267d614bb3a27592d6a8f1b7708acee5b7f17
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000426__pred.csv
@@ -0,0 +1,61 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000436__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000436__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dae7fd1befcb4de6ee738eef39fb39db268e44b1
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000436__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000445__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000445__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b7ba39fd45ab113ac5137e3b7216cd11c816c7f4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000445__gt.csv
@@ -0,0 +1,60 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000445__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000445__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93787c43fa991aa28fb8f573ed85077ba45e5dbb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000445__pred.csv
@@ -0,0 +1,153 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000458__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000458__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e256c883911c0b4369b3b5bd366e4951e1101fd5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000458__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000510__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000510__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..21da41e1003aa800752d9046c96af450d2ab7f55
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000510__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000526__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000526__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a24e69a52b5b79264c6c53f3094cf8cbc4eac1df
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000526__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000536__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000536__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..60f907eb84e710e953f26477ef48814a88364bee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000536__gt.csv
@@ -0,0 +1,80 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000536__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000536__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9abe8ea8d75d1fd3a8d6ecf8b735dc845cde6184
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000536__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000548__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000548__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..11a814e4f629cf884367caf1cbe6687554a27f78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000548__pred.csv
@@ -0,0 +1,165 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000581__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000581__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0148ac42b4bb4b8606d83d160b1fd6a54cef4e9a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000581__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000591__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000591__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7e3ad6dee88cba6483399098f77f487eb4789a55
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000591__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000603__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000603__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7327fe83358ad10c3c7a4f4953db16474a5ef730
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000603__gt.csv
@@ -0,0 +1,74 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000616__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000616__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4aab1c43def604d4f78e466f4740ebc949c40bcf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000616__gt.csv
@@ -0,0 +1,87 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000616__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000616__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..354e93564d8661453c69cda0c66ac775601ae02c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000616__pred.csv
@@ -0,0 +1,201 @@
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+1,0.4,0,41,singing,-117.26,-7.831,3.243,1.0,1
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+6,2.4,0,41,singing,-113.98,-9.308,3.258,1.0,1
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+8,3.2,0,41,singing,-113.471,-9.675,3.258,1.0,1
+9,3.6,0,41,singing,-113.13,-9.889,3.258,1.0,1
+10,4.0,0,41,singing,-112.945,-10.095,3.258,1.0,1
+11,4.4,0,41,singing,-112.647,-10.009,3.258,1.0,1
+12,4.8,0,41,singing,-112.782,-10.235,3.243,1.0,1
+13,5.2,0,41,singing,-112.62,-10.247,3.243,1.0,1
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+44,17.6,0,41,singing,-103.517,-10.806,3.078,0.9961,2
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+47,18.8,0,41,singing,-104.482,-10.667,3.078,0.9961,2
+48,19.2,0,41,singing,-104.482,-10.578,3.049,0.9922,2
+49,19.6,0,41,singing,-104.931,-10.537,3.049,0.9883,2
+0,0.0,1,11,war_sound,-139.178,7.339,3.409,0.0078,1
+1,0.4,1,11,war_sound,-149.84,8.691,3.454,0.015,1
+2,0.8,1,11,war_sound,-155.516,9.401,3.469,0.0204,1
+3,1.2,1,11,war_sound,-159.565,9.777,3.454,0.0237,1
+4,1.6,1,11,war_sound,-161.862,9.957,3.454,0.026,1
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+7,2.8,1,11,war_sound,-164.938,10.302,3.409,0.0306,1
+8,3.2,1,11,war_sound,-165.275,10.622,3.394,0.0303,1
+9,3.6,1,11,war_sound,-167.719,11.278,3.378,0.0332,1
+10,4.0,1,11,war_sound,-168.549,11.426,3.363,0.0337,1
+11,4.4,1,11,war_sound,-170.893,11.503,3.348,0.0347,1
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+14,5.6,1,11,war_sound,-176.97,14.964,3.243,0.0337,1
+15,6.0,1,11,war_sound,179.66,16.276,3.228,0.0352,1
+16,6.4,1,11,war_sound,178.151,17.208,3.213,0.0352,1
+17,6.8,1,11,war_sound,170.082,20.453,3.198,0.0378,1
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+19,7.6,1,11,war_sound,149.663,41.905,3.198,0.0466,1
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+22,8.8,1,11,war_sound,-9.655,4.607,3.123,0.0815,1
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+26,10.4,1,36,typing,-17.628,-5.627,2.989,0.3262,1
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+28,11.2,1,36,typing,-20.469,-8.51,2.871,0.5586,1
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+30,12.0,1,36,typing,-22.249,-8.797,2.753,0.7539,2
+31,12.4,1,45,rain,-25.572,-9.195,2.695,0.8281,2
+32,12.8,1,45,rain,-28.443,-9.99,2.68,0.8594,2
+33,13.2,1,45,rain,-29.823,-9.027,2.651,0.8828,2
+34,13.6,1,45,rain,-34.16,-8.819,2.68,0.8906,2
+35,14.0,1,45,rain,-35.14,-9.464,2.68,0.9023,2
+36,14.4,1,45,rain,-39.605,-8.817,2.724,0.9062,2
+37,14.8,1,45,rain,-44.267,-7.724,2.753,0.9102,2
+38,15.2,1,45,rain,-48.348,-7.394,2.783,0.9102,2
+39,15.6,1,45,rain,-50.943,-6.863,2.797,0.9141,2
+40,16.0,1,45,rain,-58.558,-4.837,2.812,0.9102,2
+41,16.4,1,45,rain,-67.297,-1.853,2.841,0.9141,2
+42,16.8,1,45,rain,-72.492,-1.019,2.871,0.918,2
+43,17.2,1,45,rain,-79.28,0.448,2.915,0.918,2
+44,17.6,1,45,rain,-84.276,1.732,2.93,0.9219,2
+45,18.0,1,45,rain,-89.57,2.734,2.974,0.9297,2
+46,18.4,1,45,rain,-93.069,3.195,2.974,0.9336,2
+47,18.8,1,45,rain,-98.005,3.321,3.049,0.9414,2
+48,19.2,1,45,rain,-100.038,3.475,3.034,0.9453,2
+49,19.6,1,45,rain,-101.133,3.675,3.063,0.9414,2
+0,0.0,2,11,war_sound,-147.278,8.071,3.153,0.001,1
+1,0.4,2,11,war_sound,-159.878,9.365,3.243,0.0014,1
+2,0.8,2,11,war_sound,-166.023,9.865,3.288,0.0018,1
+3,1.2,2,11,war_sound,-170.786,9.892,3.318,0.002,1
+4,1.6,2,11,war_sound,-173.689,10.128,3.318,0.002,1
+5,2.0,2,11,war_sound,-176.006,10.477,3.333,0.002,1
+6,2.4,2,11,war_sound,-177.436,10.574,3.333,0.002,1
+7,2.8,2,11,war_sound,179.046,10.504,3.333,0.002,1
+8,3.2,2,11,war_sound,176.509,10.765,3.333,0.0019,1
+9,3.6,2,11,war_sound,172.561,10.816,3.348,0.0019,1
+10,4.0,2,11,war_sound,170.379,10.894,3.348,0.0019,1
+11,4.4,2,11,war_sound,165.671,10.442,3.348,0.0018,1
+12,4.8,2,11,war_sound,163.877,10.627,3.348,0.0018,1
+13,5.2,2,11,war_sound,158.112,9.996,3.333,0.0018,1
+14,5.6,2,11,war_sound,154.243,10.211,3.333,0.0016,1
+15,6.0,2,11,war_sound,151.054,10.253,3.348,0.0016,1
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+17,6.8,2,11,war_sound,143.509,8.572,3.348,0.0017,1
+18,7.2,2,11,war_sound,138.498,7.679,3.363,0.0017,1
+19,7.6,2,11,war_sound,130.085,5.929,3.363,0.0019,1
+20,8.0,2,11,war_sound,128.587,4.66,3.378,0.0021,1
+21,8.4,2,11,war_sound,121.947,4.192,3.394,0.0023,1
+22,8.8,2,11,war_sound,105.033,1.778,3.363,0.0026,1
+23,9.2,2,11,war_sound,86.466,-2.227,3.394,0.0031,1
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+25,10.0,2,11,war_sound,44.078,-12.642,3.409,0.0059,1
+26,10.4,2,2,guitar,27.578,-14.103,3.394,0.0081,1
+27,10.8,2,11,war_sound,11.547,-13.964,3.394,0.0117,1
+28,11.2,2,11,war_sound,0.845,-15.215,3.378,0.0175,1
+29,11.6,2,11,war_sound,-4.271,-16.59,3.348,0.0264,1
+30,12.0,2,48,appliance,-11.409,-16.863,3.348,0.0415,2
+31,12.4,2,48,appliance,-25.283,-16.908,3.333,0.0664,2
+32,12.8,2,36,typing,-38.343,-19.067,3.333,0.0928,2
+33,13.2,2,36,typing,-52.524,-16.921,3.333,0.1235,2
+34,13.6,2,48,appliance,-76.1,-16.327,3.363,0.1562,2
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+37,14.8,2,36,typing,-124.753,-5.367,3.424,0.2715,2
+38,15.2,2,36,typing,-129.375,-3.527,3.469,0.3105,2
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+40,16.0,2,36,typing,-135.522,-0.593,3.469,0.3906,2
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+42,16.8,2,45,rain,-136.064,1.054,3.484,0.4863,2
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+44,17.6,2,45,rain,-132.839,1.492,3.499,0.5586,2
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+0,0.0,3,13,breathing,-154.444,2.025,3.394,0.0014,1
+1,0.4,3,13,breathing,-162.293,2.506,3.469,0.0018,1
+2,0.8,3,52,knock,-166.356,2.741,3.499,0.002,1
+3,1.2,3,11,war_sound,-168.387,3.029,3.53,0.0021,1
+4,1.6,3,52,knock,-169.91,3.153,3.545,0.0021,1
+5,2.0,3,2,guitar,-170.729,3.353,3.56,0.002,1
+6,2.4,3,2,guitar,-171.39,3.52,3.56,0.002,1
+7,2.8,3,2,guitar,-172.705,3.65,3.56,0.0018,1
+8,3.2,3,11,war_sound,-172.627,3.582,3.575,0.0017,1
+9,3.6,3,13,breathing,-172.948,3.641,3.575,0.0016,1
+10,4.0,3,13,breathing,-172.875,3.925,3.575,0.0015,1
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+15,6.0,3,2,guitar,-171.486,3.812,3.545,0.0011,1
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+31,12.4,3,25,wind,-151.601,-1.047,3.56,0.0021,2
+32,12.8,3,25,wind,-151.574,-1.3,3.56,0.0024,2
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+39,15.6,3,5,water,-155.143,-1.041,3.606,0.0083,2
+40,16.0,3,5,water,-155.883,-0.532,3.59,0.0097,2
+41,16.4,3,5,water,-155.754,-0.061,3.606,0.0125,2
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+49,19.6,3,5,water,-146.03,-0.948,3.56,0.0439,2
diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000627__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000627__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..778ab9da8a793d1a2f01848f39ab46638141d745
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000627__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,num_active_pred
+0,0.0,0,17,bell,-113.545,-17.665,2.812,0.668,0
+1,0.4,0,17,bell,-111.125,-17.198,2.959,0.9219,1
+2,0.8,0,17,bell,-109.689,-17.183,3.004,0.9688,1
+3,1.2,0,17,bell,-108.569,-17.278,3.034,0.9844,1
+4,1.6,0,17,bell,-107.829,-17.36,3.049,0.9883,1
+5,2.0,0,17,bell,-107.047,-17.309,3.063,0.9922,1
+6,2.4,0,17,bell,-106.346,-17.202,3.063,0.9961,1
+7,2.8,0,17,bell,-106.032,-17.404,3.063,0.9961,1
+8,3.2,0,17,bell,-105.602,-17.433,3.078,0.9961,1
+9,3.6,0,17,bell,-105.392,-17.592,3.078,0.9961,1
+10,4.0,0,17,bell,-105.161,-17.71,3.078,0.9961,1
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+12,4.8,0,17,bell,-105.018,-17.871,3.078,0.9961,1
+13,5.2,0,17,bell,-104.614,-17.851,3.078,1.0,1
+14,5.6,0,17,bell,-104.534,-17.883,3.078,1.0,1
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+16,6.4,0,17,bell,-104.287,-17.928,3.108,1.0,1
+17,6.8,0,17,bell,-104.29,-18.059,3.093,1.0,1
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+19,7.6,0,17,bell,-104.377,-18.16,3.108,1.0,1
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+21,8.4,0,17,bell,-103.867,-17.933,3.093,1.0,1
+22,8.8,0,17,bell,-104.206,-18.145,3.108,1.0,1
+23,9.2,0,17,bell,-104.459,-17.968,3.108,1.0,1
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+28,11.2,0,17,bell,-104.787,-17.968,3.123,1.0,2
+29,11.6,0,17,bell,-104.617,-17.877,3.123,1.0,2
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000639__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000639__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..89811d4e060ff6a364e36ae59000090633ea6f6e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000639__gt.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000639__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000639__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..270860e2a9aca4f37f829080a337aa6b598eb309
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000639__pred.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000655__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000655__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..27ef5d3e88db62e09384c27b14315c518637b34c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000655__gt.csv
@@ -0,0 +1,99 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000678__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000678__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..42d27eae560f0123703bab641bd997a13aa8151d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000678__gt.csv
@@ -0,0 +1,57 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000678__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000678__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2f8cc112d2fea5b4409476cd19794e559fd0ee8f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000678__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,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000691__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000691__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a9e92c5ac0a97a65d20e589c7349c3639a677fd6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000691__gt.csv
@@ -0,0 +1,44 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+4,1.594,0,37,zipper,-26.68,-17.486,3.162,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000691__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000691__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..40a47b71129be8b0bf991e66d5d2b41875ddf3d9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000691__pred.csv
@@ -0,0 +1,137 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000702__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000702__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..da0edae01b65afbda5fc0017759cabfeed53ab94
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000702__pred.csv
@@ -0,0 +1,105 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000718__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000718__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..53cfe38826718ac55565b609017c028c160e8f94
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000718__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000718__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000718__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a0f47f6515cb378a2477378baee59d6d3890265
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000718__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000741__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000741__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dea0858ee7b130f2094de9b0a209c96668644b4a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000741__gt.csv
@@ -0,0 +1,87 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000741__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000741__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..17cb1c1da5ab1ea0d69c1d8f5917b23f787a8206
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000741__pred.csv
@@ -0,0 +1,177 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,41,singing,-19.606,2.536,3.773,0.9883,1
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000768__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000768__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4e54fc300f98d003745d61620d5e4176ba565df2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000768__pred.csv
@@ -0,0 +1,89 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000778__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000778__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ad2be5a66a6c7e5e4a9588851b1c78fdd32f7e74
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000778__pred.csv
@@ -0,0 +1,149 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000789__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000789__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..630b8ea83a1bc0b2b3a099317410644b4077c865
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000789__gt.csv
@@ -0,0 +1,60 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000798__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000798__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..32c1f7a1bc991691bcc0d6a3725d074068e02538
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000798__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000811__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000811__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce647c3011fceb80480f130c2ebb491a2e5a2ad5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000811__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000843__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000843__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..643eb6d9ba05cade2ff59e8dbc0429df645881b8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000843__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000864__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000864__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24cbd199b930f13a5a07c1838d90ab9b430d5277
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000864__gt.csv
@@ -0,0 +1,73 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000864__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000864__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c8740790c845ab4b393f641b47dc7d43024887e4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000864__pred.csv
@@ -0,0 +1,185 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000873__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000873__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d73d077fe464ed4e1d0cbd1a11dee0e54dc18b98
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000873__gt.csv
@@ -0,0 +1,80 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000899__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000899__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c99f26f9c75130ec2fdfb1d9a745b4c5f9261929
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000899__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000910__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000910__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4c0a0b4dfd133b517fd0cec7f6b281dc6d350c4b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000910__gt.csv
@@ -0,0 +1,88 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000910__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000910__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..46f028a59c916f506cbbdf60496fac5cfa57382f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000910__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000991__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000991__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e9c0c7dd5e9e0b15de343f93011f58242ee83915
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_000991__pred.csv
@@ -0,0 +1,61 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001002__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001002__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5e2f376f47e14900c323310feee2d6c2c18a6100
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001002__gt.csv
@@ -0,0 +1,102 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001002__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001002__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..51beca9a8d85d087be203b645d8d0d0f26302429
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001002__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001013__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001013__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..80075e027598f38741cb13200d0b50c017ffb149
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001013__gt.csv
@@ -0,0 +1,42 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001013__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001013__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..634c2fe1186c740e1d5d44479f0fc1696d5956ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001013__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001025__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001025__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0fb849e7de7d7ca32546b348bc0d7e812924f29d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001025__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001025__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001025__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dd9fa3b4a5f4bffb3575cf0961c0ab8c3d3e45b0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001025__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001058__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001058__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5262633681b15f4be0ab8f40d9c4e2c99dfc4fb7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001058__gt.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001069__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001069__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..41c48c59a3eb492b1bd2f81741db106e4a87d09f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001069__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001079__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001079__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..639f5c387f051725ee638af5b125e69f187f19f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001079__gt.csv
@@ -0,0 +1,133 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001092__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001092__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..323273d8d53ff40660d62b12e8f843242d1fb1e0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001092__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001092__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001092__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9f34bc74e30409d00acd349d5b9f7061951f2256
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001092__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001106__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001106__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7044b2197e71940d72f447883b034da9ee92c488
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001106__gt.csv
@@ -0,0 +1,62 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001131__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001131__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c32bf09bef107b376bd643898f322765b52f1be3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001131__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001131__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001131__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b2612cc0d96ea46315ff969a1699b7431f33eb91
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001131__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001146__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001146__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e7539309041e965b1d39b27fa6f50a210ec7c537
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001146__pred.csv
@@ -0,0 +1,169 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001154__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001154__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..518a66da4fdf4c76f617c7383b361b55e182de78
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001154__gt.csv
@@ -0,0 +1,43 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001166__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001166__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4fe3ee3cb286df373a9e669d092d264f5f19eed9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001166__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001183__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001183__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..47a3cab01f57200aa2a98a529f24978d34cc0877
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001183__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001197__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001197__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..65f712ea3f822018cb0fda7cbebf0356f3cff805
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001197__gt.csv
@@ -0,0 +1,93 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001197__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001197__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..662cf3c5cf545f2b9e7385f43ea8311e526855f0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001197__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001207__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001207__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..429368a091f0725970c86e703c25c3f0453cf619
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001207__pred.csv
@@ -0,0 +1,89 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001232__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001232__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1619770b915e11a2e8bdbf2b74a225b692e38808
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001232__gt.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001242__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001242__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a8d819190e31390fa3fcf101c5cd335fe5cc0765
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001242__gt.csv
@@ -0,0 +1,85 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001242__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001242__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8ed9a4db0ed00f115762dbd12ac9ff2595203ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001242__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001270__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001270__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0a63914e0981eda9a719e83ecafadc2709ed07bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001270__gt.csv
@@ -0,0 +1,64 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001270__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001270__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2429a55e6830578c6f6e61f6960be088965bb544
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001270__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001286__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001286__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9a8d7555f6b29eec6a7209ba7db70072893a15ab
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001286__gt.csv
@@ -0,0 +1,64 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001286__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001286__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..46be6f6382a50cd1d62645a7296fdaba9451699a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001286__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001307__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001307__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e94277ee3ef7131caa67416b1563afa7818c614
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001307__gt.csv
@@ -0,0 +1,83 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001307__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001307__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..696948350d37b6498f03f263db896339d42dd6b7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001307__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001317__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001317__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9acc66e448c0451242ae35f33364d7f82a21ec6a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001317__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001338__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001338__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c5065b6bb4b87cfcdbc685afd6356729a4f9d7b8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001338__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001363__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001363__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1b184d9b8064f6f5457305f6e32705d8cb62cbb9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001363__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001373__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001373__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..28de1dd422c33b6d76248e7a2d15bad13e739d0e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001373__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001373__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001373__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c722547b4ab32b4767a29bd7123255a793c1711a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001373__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001388__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001388__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..243797edb2fb43aa406ae8445c549ee3e7250684
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001388__gt.csv
@@ -0,0 +1,77 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001397__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001397__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e98c0d13508831fbe1c930b915cd8fd0a592ffd7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001397__pred.csv
@@ -0,0 +1,145 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001410__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001410__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5e52c9e405f8c92fc818774b672ac5deecb1ef29
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001410__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001419__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001419__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..eb4db8cf71b47dc61f42a51edcf57daae3f84b6d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001419__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001440__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001440__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9ec476e5154b1adb5cbf40e03f7e34f08497ff7a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001440__gt.csv
@@ -0,0 +1,51 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001440__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001440__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1869760d0fc573be29c38b3d75af61e9f214460e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001440__pred.csv
@@ -0,0 +1,197 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001454__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001454__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..17905b95da08cb04722e842fd1bf0e5874387ba9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001454__pred.csv
@@ -0,0 +1,193 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001479__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001479__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ec0abac4d0968822a6714742ef6e578b2c80f366
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001479__gt.csv
@@ -0,0 +1,61 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001500__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001500__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5d8bee46d54d1476a8b2ea2f0cd38b0077266295
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001500__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001511__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001511__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3ccc30c52765935d4640505e982863d06a963132
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001511__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001522__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001522__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4401f418aa0da304f6a74505d9c544b6ebbb61e2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001522__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001522__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001522__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..93b28d0722fcccf461a2f598f59c1a5241c176bb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001522__pred.csv
@@ -0,0 +1,173 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001539__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001539__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5196a6455c8676443e3fe93f3e7c535dda88b164
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001539__gt.csv
@@ -0,0 +1,81 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001562__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001562__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b9316599ae2681e7100b1527b837f4aee6ef1909
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001562__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001562__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001562__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c3565f70c5e2b66b361cb2c59bb2777fbc1b316f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001562__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001573__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001573__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7db34e65d44c6ed510dfac6a7e8ce006fb482f66
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001573__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001581__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001581__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce6bebad8ba275a430e7b2589707f73b8f4241b7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001581__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,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001592__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001592__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8112070d8b934bb2ee80d384e72bd5de233f24ec
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001592__gt.csv
@@ -0,0 +1,47 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001592__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001592__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..635323f7826c321ef751bdea81bdd6331b083a8f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001592__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001627__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001627__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..51349c1f52ec729fd99b4d5346659efd1aa47ac4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001627__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001636__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001636__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9c9a8af3f0e944957b7b0429bbb2c21aecd625d9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001636__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001650__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001650__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..48008d965a8d3b7babb9417a53f4c3619e796838
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001650__gt.csv
@@ -0,0 +1,88 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001659__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001659__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fdaf39f93b9a8bdb566c25d05307bde13e7700ac
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001659__gt.csv
@@ -0,0 +1,42 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001668__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001668__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d79a7ad83f552dfab4e5dcdee5214994481cc711
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001668__pred.csv
@@ -0,0 +1,141 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001680__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001680__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..36bbabade2f79d3781f2aa51ffaac7bf2a924578
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001680__gt.csv
@@ -0,0 +1,68 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001702__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001702__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b0f779511775a8dab17779226cf2a7f795738b93
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001702__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001714__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001714__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a0ec991e8bca546e7925853cdd976223e6b3941
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001714__gt.csv
@@ -0,0 +1,28 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001714__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001714__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f8568e0a45aa4ed822a92a5492f30ba5dd216d18
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001714__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001724__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001724__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2440db911fda74e2a7e63bedaf331e7ad8d616a5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001724__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001753__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001753__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6d1a0d1d46b73c5974130762d67e730ae1953f2e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001753__gt.csv
@@ -0,0 +1,61 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001753__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001753__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e22fbc5a99515ba7b3eb4bbb522003f345e158ea
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001753__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001777__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001777__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3a87ca0f3f7982086f7b8f0e59322424f1f27c7e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001777__pred.csv
@@ -0,0 +1,137 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001789__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001789__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0be9bdb68bf0f97b38df983295d1daf25fe2e0c8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001789__gt.csv
@@ -0,0 +1,79 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001789__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001789__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b9b2b4280f2654a1eb9a3981f1e0e9e1bcb42b4e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001789__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001800__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001800__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..186026e83ad2505298ea288670c7cc9d95246e0a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001800__gt.csv
@@ -0,0 +1,82 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001800__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001800__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..45d6de2d2d386d7b8033be0621cde252e3bf29b9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001800__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001811__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001811__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d1a127b53a5bbface79909f3715185799b516cc7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001811__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001822__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001822__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..13e641cfe676f8098b5c0aabea6dc935c162036b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001822__gt.csv
@@ -0,0 +1,68 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001832__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001832__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c97b0d21f3948812b566725d4510686e3b4a438d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001832__gt.csv
@@ -0,0 +1,71 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001842__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001842__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..86014dfdd58bfeb2750946785d437f3c663ca14d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001842__gt.csv
@@ -0,0 +1,59 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001842__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001842__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..771e93268a4f67a772f1dfbb24191e79213a92a3
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001842__pred.csv
@@ -0,0 +1,161 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001854__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001854__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..26ad923a4d0a8da413c637111b4c8ef409571dee
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001854__gt.csv
@@ -0,0 +1,9 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001877__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001877__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6441e9bf7694815c7ef498fd416d45fcf3cbb95a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001877__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001889__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001889__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e3c3b76615175b0432da93a02911fc6792670c55
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001889__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001889__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001889__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c9935eae66d30e604ce11fb9b87b57c4c9b8fb5c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001889__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001899__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001899__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a5d7ff734d31e3e061037b0bef257772d1dae8b8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001899__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001910__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001910__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..29d9d9cbb4de3c958c252d8dbb5cd4e56905ed84
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001910__gt.csv
@@ -0,0 +1,106 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001910__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001910__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50cedad6b9976e201f35157aaaf9083d9b00897f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001910__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001919__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001919__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b226a8cf45f58a105946c0cd03c482df24b7fa57
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001919__gt.csv
@@ -0,0 +1,108 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001919__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001919__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a64fba5ec7fdd6dd7182f69dc40d45feb0573a4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001919__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001934__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001934__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f77e58b9df70ebfad6e23e82c650851acc7b14de
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001934__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001934__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001934__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a669dbd35ac001a1b6f4709458719f1a80a09649
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001934__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001943__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001943__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54f58488f5dd7048356dd4558280f3f3d0f0924a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001943__gt.csv
@@ -0,0 +1,71 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001967__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001967__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af16fce3237ff7d8b8763539ab17fac693191aad
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001967__gt.csv
@@ -0,0 +1,75 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001967__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001967__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9970aa2d530e45a57856cd6ede1f96b043fb8e56
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001967__pred.csv
@@ -0,0 +1,197 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001993__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001993__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aa0ffcb75a181809ca1ebed9281dc58b4c264044
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_001993__gt.csv
@@ -0,0 +1,44 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002007__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002007__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c38a3681113ad17bdb2859552d7f7caccc42ef21
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002007__gt.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002019__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002019__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c897c0b27b856a9ddb80868a08985b7780de775
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002019__pred.csv
@@ -0,0 +1,113 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002030__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002030__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a28be8c71771f17bdee04c47a1a084011e06547f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002030__gt.csv
@@ -0,0 +1,101 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002041__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002041__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c8b4df458ca847ba90c78ee11e76d876cd5fca60
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002041__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002065__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002065__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7339dcc72834e0ab7099ee6161fe705d8d0cef00
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002065__pred.csv
@@ -0,0 +1,141 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002077__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002077__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d80c180affc24f30619934880b48561875b7269f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002077__gt.csv
@@ -0,0 +1,95 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002077__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002077__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cba8aa435bfb0755ebec0c433be16098831c9cf6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002077__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002086__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002086__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..afc75783b5d4f388724d8b5c23e98801873c3896
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002086__gt.csv
@@ -0,0 +1,75 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002086__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002086__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed8182bdef1b2bdb7c064aa6d95edac7a1b84641
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002086__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002097__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002097__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7cb14ac4f5cd3d7315e14bc8675854cfa2c047d2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002097__gt.csv
@@ -0,0 +1,59 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+1,0.402,0,54,finger_snapping,-142.747,-22.862,2.518,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002125__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002125__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8e552dbfd77b01643e49ca1b3302b80d06b28db9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002125__gt.csv
@@ -0,0 +1,76 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,11,war_sound,41.573,-30.922,2.855,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002137__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002137__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..598ef2f161658683981a18f5baac42ab7f3b523c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002137__gt.csv
@@ -0,0 +1,31 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+9,3.6072,0,50,drawer_cabinet,-138.95,5.797,2.05,1.0,
+10,4.008,0,50,drawer_cabinet,-138.95,5.797,2.05,1.0,
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+13,5.2104,1,3,body_sound,78.069,-9.312,2.099,1.0,
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+12,4.8096,2,6,human_vocalization,157.201,22.481,2.102,1.0,
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+16,6.4128,3,7,keyboard_instrument,-38.765,-4.737,0.562,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002145__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002145__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..083e3ce835c234518de01d7c9fd010fe9eaf495f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002145__gt.csv
@@ -0,0 +1,110 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002156__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002156__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6adbd9c01df1e2cef30218ec647766975c2cbe54
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002156__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002178__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002178__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..364847b75abe4291e5514a813cc7c83757ab37ef
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002178__pred.csv
@@ -0,0 +1,65 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002220__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002220__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..473dfb6960b199aacc63c438760996a4f0c0b33a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002220__gt.csv
@@ -0,0 +1,45 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002220__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002220__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e386c12e1f2d54a11751e95f5414b4cb944c35ae
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002220__pred.csv
@@ -0,0 +1,105 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002236__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002236__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a30196e89026ba93a49ebcfdafc5650294aa064c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002236__gt.csv
@@ -0,0 +1,70 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002247__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002247__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b3928bf70b9fa635391677805425ab9e8a0bafcf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002247__gt.csv
@@ -0,0 +1,37 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002286__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002286__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8137e5947e62cc787c03e6f40ec12d09c0ad7908
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002286__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,num_active_pred
+0,0.0,0,48,appliance,-110.524,38.857,1.468,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002286__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002286__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ddafb9f2a66a1d53aa80a565d982af557be77126
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002286__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002296__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002296__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8a53c350fcecf6ce1a9bde30b4196d945eee4884
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002296__pred.csv
@@ -0,0 +1,149 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002308__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002308__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6b0df205968ae7dcd779d975514b989a872996e9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002308__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002321__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002321__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aa6adc49e659a89a9a504d68b7b6d8d7956de6b9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002321__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002345__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002345__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61707e100d7a19446c1397719d9b6743ba54ddfd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002345__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002345__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002345__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6a18e7410b47b34062c340a4da292c57cea1ca44
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002345__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002356__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002356__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fb42b7d533912b5f76ebdafe2af5ff8ece775060
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002356__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,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002366__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002366__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c0a26b358c639aef227942b9df9883fc376dc0ca
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002366__gt.csv
@@ -0,0 +1,59 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+1,0.4,0,25,wind,-30.04,-10.577,4.923,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002379__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002379__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a4977197579f7c0f5b7fae19eba46044a6ff5b00
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002379__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002379__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002379__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..02094a7a82fb3d97a30dc03504ca2ae5e1673337
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002379__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002394__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002394__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f0b5be126c4a929addf060c6c76727e1645ea087
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002394__gt.csv
@@ -0,0 +1,22 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002394__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002394__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..483e820854bbc9ed467c36074dbc1e72b5e6c54b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__ov3_002394__pred.csv
@@ -0,0 +1,109 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000000-foa__106237__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000000-foa__106237__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1bf5ad03bc734e28a47d384e83b3eceb9e7cde9b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000000-foa__106237__gt.csv
@@ -0,0 +1,12 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000000-foa__106237__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000000-foa__106237__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..208b150d01d993cd1e1f03e2350f82739844cbdd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000000-foa__106237__pred.csv
@@ -0,0 +1,85 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000008-foa__338719__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000008-foa__338719__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..19a804d755424caf6a08731ac517cfed6ebe2e00
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000008-foa__338719__gt.csv
@@ -0,0 +1,27 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000008-foa__338719__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000008-foa__338719__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b4f2f21a11004c8e9bebd11d3bbaa66e78934e96
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000008-foa__338719__pred.csv
@@ -0,0 +1,141 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000024-foa__268074__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000024-foa__268074__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0c54c18dda9e6c3b79e6cf45880a1ea5cf6d61b5
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000024-foa__268074__gt.csv
@@ -0,0 +1,7 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000024-foa__268074__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000024-foa__268074__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1381fa7e552a76dbb6598f990ccfaf383281b130
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000024-foa__268074__pred.csv
@@ -0,0 +1,45 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000032-foa__137256__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000032-foa__137256__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..94bcde9db71fcd734a37230d5491a0551220c261
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000032-foa__137256__pred.csv
@@ -0,0 +1,201 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000040-foa__62936__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000040-foa__62936__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8460e11350a9508039bb352aa556af846afb04fe
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000040-foa__62936__pred.csv
@@ -0,0 +1,41 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000048-foa__246259__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000048-foa__246259__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..0aa0171d61b2cf0a6d754065adf4c124be16a3ae
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000048-foa__246259__gt.csv
@@ -0,0 +1,23 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000048-foa__246259__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000048-foa__246259__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a489bf9ab3e002e456c335ce147675180c7382fb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000048-foa__246259__pred.csv
@@ -0,0 +1,105 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000056-foa__380033__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000056-foa__380033__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9434d3db1bc4e86b2b666432fadf5b290330a0f7
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000056-foa__380033__gt.csv
@@ -0,0 +1,12 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000056-foa__380033__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000056-foa__380033__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..703c2802bca8ce0617eae609834b475c120b4449
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000056-foa__380033__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000064-foa__171037__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000064-foa__171037__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..91357d37831be55211c44498b8852290f1d5eabf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000064-foa__171037__gt.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000064-foa__171037__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000064-foa__171037__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a4e09d69bd60b4f318b9415ae95cd49869a2754b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000064-foa__171037__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000080-foa__77710__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000080-foa__77710__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..54a9e9f033b7800377261408f502f2939e68da4e
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000080-foa__77710__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000088-foa__398091__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000088-foa__398091__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b58f9f7989cf5f2a481234bddd1423f97946c176
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000088-foa__398091__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000088-foa__398091__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000088-foa__398091__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..158cd9f202ba2516052aa7751904f34dfdbb24d8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000088-foa__398091__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000096-foa__338211__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000096-foa__338211__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f878643da3c6aa48dfc463c092fd16a30a844f2f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000096-foa__338211__gt.csv
@@ -0,0 +1,18 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000096-foa__338211__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000096-foa__338211__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1c6a95a60e5b751c4368ba224e89c9496cb5f087
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc0_staging_20__000096-foa__338211__pred.csv
@@ -0,0 +1,97 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000004-foa__21099__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000004-foa__21099__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6c5cbf4d7237de68a8efc39011562e52f6e04f34
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000004-foa__21099__gt.csv
@@ -0,0 +1,7 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000004-foa__21099__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000004-foa__21099__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c845c55fa493b48d93af258e97b0e3441660238a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000004-foa__21099__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000012-foa__365753__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000012-foa__365753__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f59696bd7328fcdce4be3ccb712ab68552d99bf9
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000012-foa__365753__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000020-foa__188883__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000020-foa__188883__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d0739968b53d2e298e09e19b219c86771eccca59
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000020-foa__188883__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000020-foa__188883__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000020-foa__188883__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3082282128d45f33ee7cc0db8916adf3c60ed41b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000020-foa__188883__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000028-foa__25894__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000028-foa__25894__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb495f3c39f336ee37db25df71b3bf456df78daa
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000028-foa__25894__pred.csv
@@ -0,0 +1,89 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000036-foa__381775__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000036-foa__381775__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..485e7d167dd3a3e780fb7bf8c0798d6c2173317f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000036-foa__381775__gt.csv
@@ -0,0 +1,3 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000036-foa__381775__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000036-foa__381775__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ef7d110fc677f0d1654cea93f5244068356d8d1b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000036-foa__381775__pred.csv
@@ -0,0 +1,37 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000044-foa__401182__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000044-foa__401182__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c26451fa6876199500d64c8f462d8e633b8c51d8
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000044-foa__401182__pred.csv
@@ -0,0 +1,65 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000052-foa__235470__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000052-foa__235470__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2a0aa3c5ab6eec892865d3ecce915f97c65dc447
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000052-foa__235470__gt.csv
@@ -0,0 +1,33 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000060-foa__172400__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000060-foa__172400__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..52e9a81ad15e12258091c62154b9a2b7a6c70ab4
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000060-foa__172400__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000076-foa__344281__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000076-foa__344281__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d8967be3e842dbb6efb45227d10d68b0a3cdf07b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000076-foa__344281__gt.csv
@@ -0,0 +1,23 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000084-foa__152367__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000084-foa__152367__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b4fc9056123109b590c1a4ea3ede81817a5cdbc2
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000084-foa__152367__pred.csv
@@ -0,0 +1,53 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000092-foa__120879__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000092-foa__120879__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fd1519349d0b3ecb5955b4a4ef601ca6ba050b6d
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000092-foa__120879__gt.csv
@@ -0,0 +1,26 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000092-foa__120879__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000092-foa__120879__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..4eb968a29810c80d416446606a21eb5e988c5abf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc1_staging_14__000092-foa__120879__pred.csv
@@ -0,0 +1,137 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000008-foa__265988__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000008-foa__265988__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6ccea85a4bda278cc961b1d1e0cf100bb5d06acb
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000008-foa__265988__pred.csv
@@ -0,0 +1,37 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000024-foa__138277__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000024-foa__138277__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a20e0f9ecd1f16721310c259727e2832a36a4a52
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000024-foa__138277__gt.csv
@@ -0,0 +1,23 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000032-foa__411068__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000032-foa__411068__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..532deda8db7231b28e9dd428c667e665fd9ef96c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000032-foa__411068__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000032-foa__411068__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000032-foa__411068__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8bebdde4a755057f6d3611d6fe61f2b91db36bb0
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000032-foa__411068__pred.csv
@@ -0,0 +1,37 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000040-foa__387578__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000040-foa__387578__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..936535fda561db5672d81244881611793a35aa9f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000040-foa__387578__pred.csv
@@ -0,0 +1,121 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000048-foa__376407__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000048-foa__376407__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8d9bf009f13f1ceea6606c50583f9dada70aa63a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000048-foa__376407__pred.csv
@@ -0,0 +1,137 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000064-foa__334208__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000064-foa__334208__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..06fbed6ef196b67fb67062e5615c0fd612eaa7fd
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000064-foa__334208__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000064-foa__334208__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000064-foa__334208__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cb2f7525934b1886e44424cdf5d4d92a859e992c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000064-foa__334208__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000080-foa__98494__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000080-foa__98494__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..91b644d2cf38cf92c2289a397e3b1e1885d86966
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000080-foa__98494__gt.csv
@@ -0,0 +1,5 @@
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000096-foa__160710__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000096-foa__160710__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6e48a159365e9446fa34086e684cf330a42a2d91
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc2_staging_09__000096-foa__160710__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000012-foa__133731__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000012-foa__133731__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..70e536193bf43ee4277699f19c4762872544df26
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000012-foa__133731__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000012-foa__133731__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000012-foa__133731__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..6f2f3e5907ef377c674b4e7d7b8f0afa15b7d18b
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000012-foa__133731__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000020-foa__391358__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000020-foa__391358__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3f40c2fc7f1475957a6c570938dc0eff8981f2bf
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000020-foa__391358__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000020-foa__391358__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000020-foa__391358__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f766b51ca44126a3597f8e0881a79a159ec3a20f
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000020-foa__391358__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000036-foa__41749__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000036-foa__41749__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..421bf1ab6086cce5140d90afd70edca0f58faf2a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000036-foa__41749__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,num_active_pred
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000044-foa__171942__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000044-foa__171942__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..a9f21c353bf38c898e676a037b0c1821f509e50a
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000044-foa__171942__pred.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000068-foa__149836__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000068-foa__149836__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ed038ac256f978cd90c48ea749966268c82b5534
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000068-foa__149836__gt.csv
@@ -0,0 +1,3 @@
+frame_idx,frame_time_s,src_or_track_idx,class_idx,class_name,azimuth_deg,elevation_deg,distance_m,activity_prob,num_active_pred
+0,0.0,0,38,camera,94.742,-15.401,5.062,1.0,
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000076-foa__193472__gt.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000076-foa__193472__gt.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9e0782fdc3de35ea720db9613d1dbaf9f1eaea6c
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000076-foa__193472__gt.csv
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diff --git a/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000092-foa__338806__pred.csv b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000092-foa__338806__pred.csv
new file mode 100644
index 0000000000000000000000000000000000000000..56d76cef6e510c9afc2d7c76a1e297683cb022c6
--- /dev/null
+++ b/checkpoints/spatial_beats_ov1_local_spatial_v10b_phase1_activity_exp/ov123_top4/val_predictions/epoch_0000_csv/valid__replica__v3_sc3_staging_06__000092-foa__338806__pred.csv
@@ -0,0 +1,73 @@
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